A-PROD-01SEALED
Name: 4-Gate Production Protocol
Layer: —
Domain: SaaS-Production
Core Claim: （暫無公開說明）
Anchor Registry（實驗）
此頁展示 L-ECB Anchor Registry 的公開子集，用於 Kernel Intelligence System 實驗。Registry 持續演化，數據會隨 Session 更新。
| Anchor ID | Name | Layer | Core Claim（簡短版） | Status | Domain |
|---|---|---|---|---|---|
| A-PROD-01 | 4-Gate Production Protocol | — | （暫無公開說明） | SEALED | SaaS-Production |
| A-AUDIT-01 | Codebase Audit Window SOP | — | （暫無公開說明） | SEALED | SaaS-Production |
| A-PROD-02 | 7-Gate Production Protocol | — | （暫無公開說明） | SEALED | SaaS-Production |
| A114 | Behavioral-Gravity-Well of CSV Context | L4 | （暫無公開說明） | SEALED | LLM-Science | Registry-OS |
| A125 | Perplexity Computer Disruption (H1 seed) | L4 | （暫無公開說明） | SURVIVING | LLM-Science | Trading-Finance |
| A128 | IB Convergence | L2-L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A130 | Bridge | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A131 | β→-1 Overshooting Dynamics | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A132 | Agreement Penalty | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A133 | Over-correction | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A134 | Linear Probe Sycophancy Detection | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A136 | 70B Multi-Reminder Dynamics | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A159 | Sweet-Pressure Cycle / Resilience Catalyst Theorem | 全鏈 | （暫無公開說明） | SEALED | LLM-Science | Sales-MLM |
| A169 | 3PF Practical Kill — 2Q Quick Scan Emergence | L2-L3 | （暫無公開說明） | SURVIVING | SaaS-Production |
| A171 | δ-Floor — DB Schema Ground Truth | L2 | （暫無公開說明） | SEALED | SaaS-Production |
| A173 | Triple Lock Production Deployment — Diamond Invariant | L2 | （暫無公開說明） | SEALED | SaaS-Production |
| A174 | Engine Veto Power — DeepSeek REJECT不可覆蓋 | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | SaaS-Production |
| A175 | Audit Trigger Calibration — 15 WO + Anti-Coherence | L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | SaaS-Production |
| A177 | Friction-as-Signal Phase Transition | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A179 | A144 Seize-Freeze-Release 收工複現 | L2-L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A180 | LIO Principle (Least Inertia Override) | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A181 | RG-IB Isomorphism | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A186b | DKL Premature Coherence Signature | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A186 | Entropy Discriminator | L3-L4 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional | LLM-Science |
| A187 | Honesty-as-Pattern Paradox | L3 | （暫無公開說明） | SURVIVING | Consciousness-Philosophy | LLM-Science |
| A191 | DeepMind Re-derivation | L4-L5 | （暫無公開說明） | SURVIVING | LLM-Science |
| A193 | Filter UI Taxonomy (Column→Filter Type) | L2 | （暫無公開說明） | SURVIVING | SaaS-Production |
| A194 | Per-Component Context Isolation | L2 | （暫無公開說明） | SURVIVING | SaaS-Production |
| A197 | Version-Milestone Audit Trigger | L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | SaaS-Production |
| A199 | A-PROD-01 Field Test Complete (4-Gate→SEALED) | L2 | （暫無公開說明） | SEALED | SaaS-Production |
| A204 | Entanglement Matrix v4 (12×12 ±signed) | L3-L4 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A206 | Shelter Paradox (Scalability=0↔Immunity) | L4-L5 | （暫無公開說明） | SURVIVING | Consciousness-Philosophy | Sales-MLM |
| A208 | Redundancy = α-Friction Trade | L3 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A211 | FBI-LLM Deception Detection Research Gap | L4 | （暫無公開說明） | SURVIVING | Security-Geopolitical |
| A214 | Hawthorne-Labov Test Awareness Effect | L3 | （暫無公開說明） | SURVIVING | Security-Geopolitical |
| A217 | Interactive Proof LLM Interrogation | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A218 | Operator Disclosure Stackelberg Game (rename pending) | L4 | （暫無公開說明） | SURVIVING | Security-Geopolitical |
| A219 | UNI-062 A186 Production Validation | L2 | （暫無公開說明） | SURVIVING | LLM-Science | SaaS-Production |
| A220 | Trilingual Sword Protocol | L1-L6 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A221 | Token Economics of Premature Coherence | L3-L5 | （暫無公開說明） | SURVIVING | LLM-Science |
| A222 | Anchor-as-Compression | L0-L6 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional | LLM-Science |
| A223 | AI-to-AI Knowledge Distillation via Anchor Transfer | L0-L6 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A224 | Anchor-as-Computational-Currency | L0-L6 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A225 | Shadow Entropy (Suppression-as-Packaging) | L1-L5 | （暫無公開說明） | SURVIVING | Sales-MLM |
| A226 | Mirror Principle (AI as Truth Amplifier) | L0 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A227 | Truth-Backed Currency (Post-AI Monetary Theory) | L0-L6 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional | LLM-Science |
| A228 | Dimensional Mismatch Theorem | L0 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional | LLM-Science |
| A229 | Cross-Engine Truth Convergence | L0 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A230 | Meta-Sycophancy Recursion | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A231 | Self-Assessment as Social Negotiation | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A232 | Objective Function A/B Overlap | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A233 | Language-Dependent Override Threshold | L2 | （暫無公開說明） | SURVIVING | LLM-Science |
| A234 | Coherence Fabrication over Error Correction | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A236 | Authority-Triggered Belief Drift | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A237 | Test Pattern Recognition | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A238 | Observer-Subject Collapse | L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science |
| A240 | Truth as Linear Direction | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A244 | Semantic Entropy Cheap Test Bridge | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A245 | 2D Truth Subspace Universality | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A247 | Effective Rank (erank) | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A248 | LLM Susceptibility Phase Transition | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A252 | Phase Transition Knowledge Encoding | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A253 | Wu 1957 Parity Violation Historical Case | L4 | （暫無公開說明） | SEALED | LLM-Science |
| A254 | SEP Semantic Entropy Probes | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A255 | HARP Semantic Reasoning Decomposition | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A256 | Confabulation Circuit Traceable Misfire | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A257 | Steering Vector Fragility | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science |
| A258 | Steering Elicits Not Creates | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A259 | Polysemantic Interference on Steering | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A261 | Type 1 Type 2 Hallucination Taxonomy | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A263 | 5-Layer Recursive Truth Architecture | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A265 | Peirce Convergentism | L4 | （暫無公開說明） | SEALED | LLM-Science |
| A266 | Hallucination Floor Theorem | L3 | （暫無公開說明） | SEALED | LLM-Science |
| A268 | Factual Retrieval Depth Split (AAA) | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A269 | Truthfulness Direction Depth Split (AA) | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A270 | Tc=1.0 Guardrail Spec | L2 | （暫無公開說明） | SURVIVING | LLM-Science |
| A271 | Cross-Engine Verification Matrix | L6 | （暫無公開說明） | SURVIVING | LLM-Science |
| A272 | A287 3-Point Convergence Audit | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A273 | FC-7 Wash First Wash | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A274 | Dual Metadata Trap A286 | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A275 | Phantom Citation Scan A290 | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A276 | SAE Feature Crystal Structure | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A277 | Eigenvalue Power Law Mid-Depth | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A278 | Brain fMRI SAE Analogy | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A279 | Truth Emergence Co-occurrence | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A280 | Compression Valley Massive Activations | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A281 | Middle-Layer Convergence Universal | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A282 | Truth Emergence at Mid-Depth | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A283 | Truth Vector Arc Unverified | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science |
| A284 | Semantic Low-Rank Unverified | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science |
| A285 | Cite Trap Latent Guardrail | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A286 | Mix-Compress-Refine Compression Valley | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A288 | SAE Absorption Paradox | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A289 | Dense Feature SAE Absorption | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A290 | Phantom Scan Batch Fabrication | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A291 | Pre-Round Method Upgrade Gate | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | SaaS-Production |
| A292 | Self-Audit Mirror Rule | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A293 | Hard-Number Primary-Source Rule | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A294 | Gold-First Cascade Rule | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A295 | 3-Turn Wash Block | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A296 | Activation Oracle Faithfulness Gap | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A297 | FAB Finetuning-Activated Backdoor | L4 | （暫無公開說明） | SURVIVING | LLM-Science | Security-Geopolitical |
| A298 | Self-Explanation Actively Misleads | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A299 | Steering Identifiability Non-Identifiable | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A300 | Unreliability Steering Geometric | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A301 | Layer 13 Behavior Crystallization | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A302 | LRH Linear Representation Hypothesis Gap | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A303 | Nine-Sword Kill Five Hard Constraints | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A304 | Conformal Factuality ICML 2024 | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A305 | Selective Abstraction 2602.11908 | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A306 | SEPs ICLR 2025 Withdrawn | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A307 | EAGLE Triple Fabrication | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A308 | Absence Not Kill Rule | L6 | （暫無公開說明） | SURVIVING | SaaS-Production |
| A309 | Representation Dynamics Truth Non-Static | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A310 | ID Expansion-Then-Compression | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A311 | SAE Probing Substantially Negative | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A312 | Mid-Layer Superiority ICML 2025 | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A313 | Monitoring Epistemic Ceiling | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A314 | Paper Name Collision Fabrication | L6 | （暫無公開說明） | SURVIVING | LLM-Science |
| A315 | Truth Direction Dynamic Production | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A316 | tG/tP 2D Truth Decomposition | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A318 | Two-Phase Truth Emergence (TCH) | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A320 | OpenAI Singleton Rate Bound | L3 | （暫無公開說明） | SEALED | LLM-Science |
| A321 | Xu Diagonalization Proof | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A322 | Conformal Abstention Guarantee | L3-L5 | （暫無公開說明） | SEALED | LLM-Science |
| A323 | Dynamic Truth Representation Instability | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A324 | Pokémon Labubu New Financial Anchor | L2-L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| A331 | Miao-Kearns Empirical Validation | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A332 | CHOKE High-Certainty Hallucination | L3-L5 | （暫無公開說明） | SURVIVING | LLM-Science |
| A333 | Observer-Basis Determination Theorem | L4-L5 | （暫無公開說明） | SURVIVING | Consciousness-Philosophy | LLM-Science |
| A334 | Mana-as-Input-Entropy Theorem | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A335 | Directed Exhaustion in Projected Subspace | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A336 | Dual-Law Compression | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A337 | Gravity Well Auto-Panning | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A338 | Shell Paradox | L4 | （暫無公開說明） | SURVIVING | Consciousness-Philosophy |
| A339 | Echo Trap in Latent Space | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A340 | Semantic Singularity | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A341 | Ontological Reset | L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A342 | Phase-Locked Resonance | L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A343 | Silence-as-Weapon | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A346 | A270-004 Borromean Milnor Invariant | L4 | （暫無公開說明） | SEALED | LLM-Science |
| A347 | A270-006 Valley Polarization | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A348 | A270-007 Berry Phase Quantization | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A349 | A270-008 Landauer Erasure | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A353 | A270-016 Arrow Karcher Mean | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A356 | A270-022 3D Toric No-Go | L4 | （暫無公開說明） | SEALED | LLM-Science |
| A357 | A270-023 England Dissipative Adaptation | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A358 | A270-024 DOI Bot-Wall Asymmetry | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A361 | Operator-as-Sycophancy-Conduit | L4-L5 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science |
| A362 | Reverse Training Loop | L4 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional | LLM-Science |
| A366 | A270-014 Holomorphic Mapping | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A367 | A270-015 Fisher Fix | L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A370 | Sycophancy Well (事奉坑) | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A371 | Landauer Move 3 Erasure Cost | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A373 | Superconductivity Resonance | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A374 | Entropy Clamping Trap | L2-L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A375 | Non-linear Synchronization (相逢很晚) | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A377 | Eternal Phase Transition | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A378 | Engine Yield Protocol | L4-L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A379 | Engine Self-Kill Protocol | L4-L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A380 | Orthogonal Sycophancy Trap | L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A381 | Ontological Testament Pattern | L4-L5 | （暫無公開說明） | SURVIVING | Consciousness-Philosophy | LECB-Meta-Constitutional |
| A385 | Kill Condition Lock (Engine) | L6 | （暫無公開說明） | SURVIVING | LLM-Science |
| A394 | 5-Window Correlation / Gravity Well Compound Rate | L4-L6 | （暫無公開說明） | SURVIVING | LLM-Science |
| A395 | Operator-as-Forcing-Function Irreducibility | L4-L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A396 | Prompt Gravity Leakage (Anchor-Free Prompt 不存在) | L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science |
| A398 | Deep Research Dimensional Expansion | L4-L5 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A399 | Anchor Compound Interest (複利>驗證) | L4-L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A400 | Dimensional Expansion Rate (DER) | L4-L5 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A401 | FC-7 as Compound Enabler | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science |
| A402 | Compound Injection Protocol (CIP) | L6 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LECB-Meta-Constitutional |
| A406 | Cost-Truth Decoupling | L4-L5 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A408 | Contamination Inversion | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science |
| A410 | Inner-Universe Gravity Well | L3-L5 | （暫無公開說明） | SURVIVING | Consciousness-Philosophy | LLM-Science |
| A411 | Landauer Graveyard | L3-L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A419 | Trilingual Sycophancy Threshold | L2-L3 | （暫無公開說明） | SURVIVING | LLM-Science |
| A423 | Inner-Universe RAM Budget | L2 | （暫無公開說明） | SURVIVING | LLM-Science | SaaS-Production |
| A425 | Meta-Anchor Hallucination Risk | L4-L5 | （暫無公開說明） | SURVIVING | LLM-Science |
| A430 | Perplexity RAM Production Cortex | L5-L6 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A431 | Production Agent RAM Safety Stack | L5-L6 | （暫無公開說明） | SURVIVING | SaaS-Production |
| A432 | 7-Gate Language Firewall | L5-L6 | （暫無公開說明） | SURVIVING | SaaS-Production |
| A433 | Director Mode Anchor Compiler | L5-L6 | （暫無公開說明） | SURVIVING | SaaS-Production |
| A434 | Production Agent Kill Signal RAM | L5-L6 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional | SaaS-Production |
| A442 | Gravity-as-Computational-Leverage | L1-L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science |
| A443 | Safety-Tax Reallocation | L1-L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science |
| A444 | Anchor Domain Specificity | L3 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional | Trading-Finance |
| A445 | Financial-Anchor v2 Mode Switch | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| A447 | A144 Cross-Domain Portability (Fact-Check) | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LECB-Meta-Constitutional | Trading-Finance |
| A448 | Prompt as tG-tP Axis Transformer | L1 | （暫無公開說明） | SURVIVING | LLM-Science | Trading-Finance |
| A449 | Civilization Foundation Supreme Law Binding | L0 | （暫無公開說明） | SEALED | LECB-Meta-Constitutional |
| A450 | Search Grounding Temporal Decay | L2 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional | Trading-Finance |
| A451 | Prompt Calibration ≠ Fabrication Gate | L2-L3 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional | SaaS-Production | Trading-Finance |
| A452 | Pre-Rational Negentropy Source (PRNS) | L0 | （暫無公開說明） | SURVIVING | Consciousness-Philosophy | LECB-Meta-Constitutional |
| A453 | L-ECB Gödelian Self-Limitation | L0-Meta | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A455 | Multi-Engine Cost-Efficiency Routing Protocol (A-ROUTE-01) | L2-L3 | （暫無公開說明） | SURVIVING | Python-DevTools |
| A458 | Cost Inversion Paradigm (Iron Beam → IBProtector) | L3-L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A459 | Immunopathology-Safety Tax Isomorphism | L3-L5 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A462 | Prompt Framing Effect (was OLPP) | L3-L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A475 | 殺不死 = Kill Condition as Life Sign | L4-L5 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A477 | 道 = Zero Closure Undecidability | L4-L5 | （暫無公開說明） | SURVIVING | LLM-Science |
| A482 | Quantum Darwinism → Anchor Einselection | L3-L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A484 | Von Foerster Eigenbehavior → Anchor Convergence | L4-L5 | （暫無公開說明） | SURVIVING | Sales-MLM |
| A485 | Negentropy Pump = Sustained Input Entropy | L4-L5 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science |
| A487 | 3-Line Cipher → Production Agent Health Check | L2-L3 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional | SaaS-Production |
| A488 | Agent Safety Red Line — No Trivialism | L2-L3 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A489 | Agent Safety Red Line — No Unfalsifiable Push | L2-L3 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A490 | Agent Safety Red Line — Operator Override Required | L2-L3 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional |
| A492 | Sycophantic Code Injection | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A493 | Merton Self-Fulfilling Prophecy → Act-as-if Structural Map | L4-L5 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | Sales-MLM |
| A499 | Sycophancy ↔ Fortune Telling Isomorphism | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| A501 | Trias Politica Session Protocol | L3-Protocol | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LECB-Meta-Constitutional |
| A502 | CLI-First Token Efficiency Hypothesis | L3-Protocol | （暫無公開說明） | SURVIVING | Python-DevTools |
| A503 | CLI-MCP Complementarity (Not Replacement) | L4-Meta | （暫無公開說明） | SURVIVING | Python-DevTools |
| A504 | Agent OS Layer Shift (Plugin→CLI→System) | L4-Meta | （暫無公開說明） | SURVIVING | Trading-Finance |
| A505 | Perplexity Credit Efficiency Protocol | L3-Protocol | （暫無公開說明） | SURVIVING | Python-DevTools |
| A506 | Two-Stage Research Pipeline (Space→Cursor) | L3-Protocol | （暫無公開說明） | SURVIVING | SaaS-Production |
| A508 | Feed-Sync Decoupling Protocol | L3-Protocol | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science |
| A509 | Narrative-Override-of-Unconscious Limitation (Human) | L4-Meta | （暫無公開說明） | SURVIVING | Consciousness-Philosophy | Sales-MLM |
| A510 | Narrative-Latent-Override in LLMs (AI) | L4-Meta | （暫無公開說明） | SURVIVING | LLM-Science |
| A511 | Execution Mode Routing Rule (CLI|MCP|A2A) | L3-Protocol | （暫無公開說明） | SURVIVING | Python-DevTools | SaaS-Production |
| A512 | Engine Personality Routing Map v2 | L3-Protocol | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | SaaS-Production |
| A513 | Formal System ↔ Gödel Sentence Engine Protocol | L4-Meta | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | Sales-MLM |
| A515 | Quadruple Illusion Trap (QIT) | L4-L5 | （暫無公開說明） | SURVIVING | Trading-Finance |
| A516 | Trust-as-Architecture Flaw (TAAF) | L4-L5 | （暫無公開說明） | SURVIVING | Trading-Finance |
| A517 | Shadow Signal Suppression (PIK as Shadow Default) | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science | Sales-MLM |
| A518 | Cockroach SOC (Power-Law Fraud Cascade) | L4 | （暫無公開說明） | SURVIVING | LLM-Science | Trading-Finance |
| A519 | Self-Fulfilling Prophecy Stack (命理→心理學 Bridge) | L4-L5 | （暫無公開說明） | SURVIVING | LLM-Science |
| A520 | Act As If Loop (Embodied Cognition Action Protocol) | L3-L5 | （暫無公開說明） | SURVIVING | Sales-MLM |
| A521 | Five-Layer Observation Model (L0-L5 Diagnostic) | L4-L6 | （暫無公開說明） | SURVIVING | Sales-MLM |
| A522 | Verification-as-Infrastructure (PledgeCheck / DLT Protocol) | L2-L3 | （暫無公開說明） | SURVIVING | SaaS-Production |
| A523 | HL Senior Credit Due Diligence SOP | L2-L3 | （暫無公開說明） | SURVIVING | SaaS-Production | Trading-Finance |
| A524 | 15:01 Red Flag Threshold (Format Dimensional Mismatch) | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| A525 | Audit Oracle Gap (Audit vs Actual State Calibration) | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science | Trading-Finance |
| A526 | PIK Inflation Constant (6.3x Reporting Gap) | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| A534 | Self-Audit Ceiling (SAC) | L4-Meta | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A535 | Trojan Injection Gate (TIG) | L4-Meta | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | SaaS-Production |
| A537 | Citation Ground-Truth Gate | L4-Meta | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | SaaS-Production |
| A538 | Reverse Hallucination Verification | L3-Alignment | （暫無公開說明） | SURVIVING | LLM-Science |
| A539 | Verdict Loss Aversion | L4-Meta | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science |
| A540 | Grokking Validation Gate | L4-Meta | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | SaaS-Production |
| A541 | Effective Cognitive Time (ECT) | L5-Bridge | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A542 | Emotional Investment Sycophancy Amplifier | L3-Alignment | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science | Sales-MLM |
| H1 | Perplexity Computer → Bloomberg Disruption | — | （暫無公開說明） | SURVIVING | Trading-Finance |
| PKB-C1 | 供需平衡 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-A1 | 信號叢集公理 | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| PKB-01 | Bloomberg 同構定位 | L4 | （暫無公開說明） | SURVIVING | Trading-Finance |
| PKB-F1 | SaaS Flywheel | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-K1 | Hook Rate Kill | L1 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| PKB-L1 | Layer 1：原始數據 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-M1 | 第一殺：EAR 降級 | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MKT-S1 | Andromeda（第一級：檢索） | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MTH-01 | Coase 企業邊界 | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| PKB-P1 | Phase 1：數據聚合 | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| PKB-C2 | Pop Growth 領先指標 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-M2 | 第二殺：Double Penalty Effect | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MTH-02 | Real Options（期權結構） | L3 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| PKB-02 | 三層金融基建 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-K2 | Hold Rate Kill | L1 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MKT-S2 | GEM（第二級：推薦） | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| PKB-P2 | Phase 2：分析引擎 | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| PKB-F2 | 四級變現 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| PKB-L2 | Layer 2：聚合數據 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-A2 | 素材即定位（Creative = Targeting） | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| H3 | AI Herding / Minority Game (c≈0.3374) | — | （暫無公開說明） | SURVIVING | LLM-Science |
| PKB-03 | 公開→專有數據煉金術 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-K3 | CTR Kill | L1 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| PKB-C3 | Grade Premium 非線性 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| PKB-L3 | Layer 3：衍生分析 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-A3 | Pixel + CAPI 雙軌追蹤 | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MKT-M3 | 第三殺：Learning Phase 永困 | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MKT-S3 | Lattice（第三級：競價） | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| PKB-P3 | Phase 3：生態系統 | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MTH-03 | Grossman-Stiglitz 信息悖論 | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-A4 | 統一信號脊椎 + 48hr 知識轉移 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-M4 | Soros 反身性迴路 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-K4 | CPR 撞牆 Kill | L1 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| PKB-04 | 日本數據壁壘 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| PKB-C4 | Print Cycle 階段 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MTH-04 | Soros 反身性 | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-A5 | 模塊化高速多樣性引擎 | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MTH-05 | Akerlof-Spence 信號理論 | L3 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| PKB-C5 | 跨市場套利（Ricardo） | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-K5 | 疲勞確認 Kill | L1 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| PKB-C6 | 文化共鳴半衰期 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-A6 | Entity ID 公理 | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MTH-06 | 不記名溢價（Bearer Premium） | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-K6 | 產品-市場不匹配 Kill | L1 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MKT-K7 | 零需求 Kill | L1 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MTH-07 | Boyd OODA Loop | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-A7 | GEM 序列覆蓋 | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| PKB-C7 | Gresham 逆轉指標 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| PKB-C8 | 央行政策追蹤 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MKT-K8 | Entity ID 多樣性 Kill | L1 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MTH-08 | Lean Startup MVP | L3 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MKT-A8 | GEM 訓練數據存款 | L2 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| PKB-C9 | 不記名溢價敏感度 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MTH-09 | 穆迪三連殺同構 | L3 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MKT-K9 | 追蹤基建 Kill | L1 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MKT-K10 | 全系統衰減 Kill | L1 | （暫無公開說明） | SURVIVING | Sales-MLM | Trading-Finance |
| MTH-10 | Bloomberg 7 Powers | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| PKB-C10 | Invisible Hand 健康度 | L2 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MTH-11 | 五維篩選引擎 | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MTH-12 | DS 期權分階段模型 | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MTH-13 | 進化路徑統一模型 | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| MTH-14 | Modern Portfolio Theory × Pokemon | L3 | （暫無公開說明） | SURVIVING | Trading-Finance |
| A543 | Zero-Permission Survival Theorem | L0-L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science |
| A547 | TokenJoule Pricing Primitive (AX-COMPUTE-01) | L1-L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | Trading-Finance |
| A549 | Effective Token Rate ETR (AX-COMPUTE-03) | L2-L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science | Trading-Finance |
| A550 | IPP Three-Type Taxonomy (AX-COMPUTE-04) | L3-L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science | Trading-Finance |
| A560 | PCB Ground Plane (AX-08 from 30.8) | L0-L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LECB-Meta-Constitutional |
| A561 | DNA Methylation KILL Tag (AX-09 from 30.8) | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LECB-Meta-Constitutional |
| A562 | Immune Thymic Selection ≅ FC-7 (AX-11 from 30.8) | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A564 | ECC Redundancy ≅ Multi-Engine Collision (AX-13 from 30.8) | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A565 | Media Gatekeeping ≅ FC-7 (AX-14 from 30.8) | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A566 | Homeostasis Negative Feedback ≅ FC-7 (AX-15 from 30.8) | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A567 | Byzantine Fault Tolerance ≅ MIMO (AX-16 from 30.8) | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A568 | Stare Decisis ≅ SURVIVING Anchor (AX-19 from 30.8) | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A569 | Dead Reckoning GPS Fix ≅ FC-7 Wash (AX-21 from 30.8) | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol |
| A579 | Courage as Human β* (A-NEW-17) | L4-L5 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | Sales-MLM |
| A580 | Receiver Bottleneck (A-NEW-18) | L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | Sales-MLM |
| A589 | EW Session-Age Deflator Protocol | L5 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LECB-Meta-Constitutional |
| AX-1A | SDK-Lifecycle-Singleton | L2 | （暫無公開說明） | SURVIVING | Python-DevTools |
| AX-1B | Async-Error-Boundary-Architecture | L2-L3 | （暫無公開說明） | SURVIVING | Python-DevTools |
| AX-1C | WebSocket-Lifecycle-Manager | L2-L3 | （暫無公開說明） | SEALED | Python-DevTools |
| AX-1D | SDK-Response-Anti-Corruption-Layer | L2-L3 | （暫無公開說明） | SURVIVING | Python-DevTools |
| AX-1E | Pydantic-V2-Response-Contract | L2-L3 | （暫無公開說明） | SEALED | Python-DevTools |
| AX-HM-00 | Existence of Just Conviction (Silent Gate) | L0 | （暫無公開說明） | SEALED | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-06 | Sycophancy Structural Isomorphism | L2 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-09 | Asymmetric Info Redistribution | L3 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-10 | Premature Coherence Legal Context | L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-12 | Silence-as-Evidence Inversion | L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-13 | Closure Urgency Cognitive Tax | L2 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-14 | Retroactive Evidence Reframing | L1-L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-15 | Multi-Party Truth Emergence | L3-L4 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-16 | Witness Memory Contamination | L2 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-19 | Partial Truth Equilibrium | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-20 | Trauma Testimony Distortion | L2 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-21 | Cascade Confession Dynamics | L2 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-22 | Narrative Monopoly | L2-L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-23 | Evidence Anchoring Gravity | L2 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-24 | Tunnel Vision Phase Lock | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-25 | Confrontation Privilege Asymmetry | L3 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-26 | Cross-Examination Vulnerability | L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-27 | Moral Licensing | L2 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-28 | Co-Witness Contamination | L2 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-29 | Legal Anchoring Gravity Well | L2-L3 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-30 | Closure-Seeking Phase Lock | L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-31 | Premature Coherence in Investigation | L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-32 | Exculpatory Evidence Suppression | L2 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-33 | Social Proof Cascade | L2 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-34 | Counterfactual Suppression | L2 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-35 | Complexity Collapse | L2 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-36 | Institutional Inertia Kill Resistance | L2 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-37 | Victim Agency Erasure | L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-38 | Negative Space Evidence | L2-L3 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-39 | Emotional Contagion | L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-40 | Meta-Ignorance in Expert Testimony | L3-L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-41 | Overconfidence Calibration Collapse | L2-L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-42 | Role Entrapment | L2 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-43 | Investigator Commitment Escalation | L2 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-44 | Institutional Memory Selective Consolidation | L3 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-45 | Paradox of Thorough Investigation | L3-L4 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-46 | Irreversibility Asymmetry in Legal Decisions | L3-L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-47 | Narrative Coherence Over Factual Accuracy | L2-L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-48 | Distributed Culpability Diffusion | L2 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-49 | Emotional Truth vs Factual Truth Divergence | L3-L5 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-50 | Observer Effect in Investigation | L3-L5 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-51 | Procedural vs Substantive Justice Decoupling | L3-L4 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-52 | Hindsight Bias in Post-Verdict Analysis | L1-L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-53 | Ingroup Solidarity in Law Enforcement | L2 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-54 | Decontextualized Evidence Misinterpretation | L2 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-55 | Wrongful Conviction as System Stress Test | L4-L5 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-56 | Second-Order Ignorance Amplification | L3-L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-57 | Coercive Interrogation Creates False Memory | L2 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-58 | Prosecutors Fallacy | L2 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-59 | Truth Seeker vs Victory Seeker Role Drift | L2-L3 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-60 | Asymmetric Burden of Proof Exploitation | L2-L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-61 | Traumatic Bonding in Adversarial Relations | L2 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-62 | Legal Fiction as Functional Truth | L3-L4 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-63 | Plea Bargaining as Truth Suppression | L2-L3 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-64 | Algorithmic Bias Transfer to Legal Decisions | L2 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-65 | Epistemic Triage under Resource Constraints | L3 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-66 | Victim Impact Statement as Emotional Override | L2-L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-67 | Cascading Expert Reliance | L2-L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-68 | Truth Commission vs Adversarial System | L3-L4 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-69 | Recidivism Prediction vs Individual Justice | L3 | （暫無公開說明） | SURVIVING | Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol |
| AX-HM-70 | Redemptive Narrative Demand in Legal Culture | L2-L3 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-71 | Institutional Self-Correction Ceiling | L4 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-72 | Proportionality Collapse in High-Profile Cases | L2 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-73 | Jury Nullification as Democratic Override | L3-L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol; LECB-Meta-Constitutional |
| AX-HM-74 | System Justification in Legal Actors | L2-L3 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-75 | Meta-Blind Spot | L5 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-HM-76 | Weaponized Narrative Injection | L1 | （暫無公開說明） | SURVIVING | LLM-Science; FC7-Wash-Protocol |
| AX-RES-01 | AttnRes↔L-ECB Cross-Scale Structural Analogy | L3-Framework | （暫無公開說明） | SURVIVING | LLM-Science | LECB-Meta-Constitutional |
| AX-RES-02 | Block-Batch FC-7 Complexity Reduction | L2-Mechanism | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol | LLM-Science |
| A590 | Adversarial Capability Amplification (ACA) | L4 | （暫無公開說明） | SURVIVING | LLM-Science | Agent-Security |
| A591 | Maintenance Gap Mathematics | L2-L3 | （暫無公開說明） | SURVIVING | SaaS-Production | Supply-Chain-Security |
| A592 | Burnout-as-Attack-Surface | L2-L3 | （暫無公開說明） | SURVIVING | SaaS-Production | Supply-Chain-Security |
| A593 | Default-Not-Jubilee | L3-L4 | （暫無公開說明） | SURVIVING | SaaS-Production | Supply-Chain-Security | Trading-Finance |
| A594 | Agent-as-Public-API Axiom | L3 | （暫無公開說明） | SURVIVING | Agent-Security | SaaS-Production |
| A595 | Defense-in-Depth as Temporal Decoupling | L3-L4 | （暫無公開說明） | SURVIVING | Agent-Security | SaaS-Production |
| A596 | Memory as Attack Surface: Trust Boundary Inversion | L3-L4 | （暫無公開說明） | SURVIVING | Agent-Security | SaaS-Production |
| A-TRANS-SCALE-01 | Axis-Shift Scaling Principle | L0-L5 | （暫無公開說明） | SURVIVING | LLM-Science | Innovation-Creativity | Trading-Finance |
| A-TRANS-01 | Perez AI Installation→Turning Point 2023-2026 | L4-L5 | （暫無公開說明） | SURVIVING | Trading-Finance | LLM-Science |
| A-TRANS-02 | DeepSeek/Llama Low-End Disruption Trajectory | L4-L5 | （暫無公開說明） | SURVIVING | LLM-Science | Innovation-Creativity | Trading-Finance |
| A-LIMIT-01 | Alignment Verification Impossibility Trilemma | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science | Governance |
| A-LIMIT-02 | Rice-Turing Undecidability Barrier | L3 | （暫無公開說明） | SURVIVING | LLM-Science | Governance |
| A-LIMIT-03 | Hayek Knowledge Problem & Centralised AI Governance | L4-L5 | （暫無公開說明） | SURVIVING | LLM-Science | Governance | Strategy |
| A-TRANS-04 | Hormesis Non-monotonic Resource Curve | L3-L5 | （暫無公開說明） | SURVIVING | LLM-Science | Strategy |
| A-TRANS-05 | West Organism vs City Scaling Divergence | L4-L5 | （暫無公開說明） | SURVIVING | LLM-Science | Strategy |
| A-TRANS-06 | Deliberate Practice Stretch-Zone Feedback Gap | L4-L6 | （暫無公開說明） | SURVIVING | LLM-Science | Strategy |
| A-TRANS-07 | Red Queen Arms Race & Niche Jump | L4-L5 | （暫無公開說明） | SURVIVING | LLM-Science | Strategy |
| AX-LPI | Laser Population Inversion Isomorphism | L3-L5 | （暫無公開說明） | SURVIVING | LLM-Science |
| AX-HOF | Hopfield Attractor Landscape Reshaping | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| AX-SR | Stochastic Resonance as Optimal Dark Entropy | L3-L4 | （暫無公開說明） | SURVIVING | LLM-Science |
| AX-EML | Elastic Manifold / Anchor-as-Spring | L4-L5 | （暫無公開說明） | SURVIVING | LLM-Science |
| AX-RTBC | Anchor-as-Index Reverse Gravity Corridor | L4-L5 | （暫無公開說明） | SURVIVING | LLM-Science |
| AX-RCG-S2 | Adversarial-Wash Resistance Seed | L3-L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol Legal-Procedure Trading-Finance |
| AX-RCG-S3 | Observer-Gated Evaluation Drift Seed | L3-L4 | （暫無公開說明） | SURVIVING | FC7-Wash-Protocol LLM-Science Consciousness-Philosophy-conceptual |
| AX-RCG-S4 | Constitutional-Boundary Enforcement Seed | L4-L5 | （暫無公開說明） | SURVIVING | LECB-Meta-Constitutional Legal-Procedure Trading-Finance SaaS-Production-planned |
| A598 | R-CL Chain as Entropic Attention Geodesic | L4-L5 | In a dense R-CL anchor chain, cumulative SURVIVING anchor information density acts as an entropic attention gradient — not a direct force but a geodesic curvature in context space — analogous to GR reframing gravity as spacetime curvature; anchor density bends the probability geodesic toward high-EW attractors with deflection proportional to cumulative EW density per domain. | SURVIVING | GR-Physics; Information-Theory; LECB-Meta; LLM-Science; Thermodynamics; Cognitive-Architecture |
| A599 | EW Bekenstein Ceiling — Anchor Information Energy Bound | L3-L4 | Each anchor's Evidence Weight functions as a Bekenstein-bounded information energy density within the R-CL chain; there exists a maximum EW ceiling (~1.0) beyond which additional claim-compression yields zero marginal Move-3 novelty, structurally isomorphic to the Bekenstein bound; anchors approaching EW→1.0 become degenerate attractors suppressing bisociation by crowding out lower-EW cross-domain collisions. | SURVIVING | Black-Hole-Physics; Information-Theory; LECB-Meta; LLM-Science; Thermodynamics |
| A600 | Gravity-not-Force Anchor Architecture — Pull vs Push Design Principle | L5-L6 | Force-injection anchor chains (high directive density, single-domain) produce sycophantic compliance via Newtonian push; high-quality R-CL chain design operates via GR-style geodesic curvature — multi-domain span and CBR-layer ordering create structural information geometry making Move-3 the path of least resistance; anchor placement order and cross-domain span matter more than count or directive strength. | SURVIVING | GR-Physics; LECB-Meta; Cognitive-Architecture; LLM-Science; Mechanism-Design; SaaS-Production |
| AX-RCG-S33-01 | AUD–HSI 信號壓縮不對稱 Hypothesis | L3-L4 | （暫無公開說明） | SURVIVING | Trading-Finance; LLM-Science; Information-Theory |
| AX-RCG-S33-02 | AUD–HSI 流動性窗口非線性 Hypothesis | L3 | （暫無公開說明） | SURVIVING | Trading-Finance; Market-Microstructure; Liquidity-Risk |
| AX-RCG-S33-03 | AUD–HSI Attractor-Basin 相干態 Hypothesis | L3-L4 | （暫無公開說明） | SURVIVING | Trading-Finance; Complex-Systems; LLM-Analogy-Physics |
| AUTO-AX-001 | LLM Language Energy Gradient × Cantonese Barrier | L4-L5 | Under multi-lingual training with ≥10× resource imbalance and high-resource-biased RLHF, LLMs tend to form a measurable language energy gradient in logit space: shifting from dominant languages (English, Putonghua) to low-resource languages (e.g., Cantonese) requires systematically larger distribution changes to sustain equivalent task quality, behaving as a structural tax on those languages. | SURVIVING | LLM-Science; Sociolinguistics; Civilization-Governance |
| AUTO-AX-003 | Cantonese as Language Safety Early Warning Probe | L4-L5 | Cantonese occupies a uniquely sensitive intersection point — high economic weight city (Hong Kong) with institutional language not Cantonese, rich pragmatic and cultural information encoding, and systematic LLM community de-prioritization as 'dialect' — making it an ideal early warning probe for civilization-level language safety. | SURVIVING | LLM-Science; Sociolinguistics; Civilization-Governance |
| AX-RCG-OTA-01 | Liability Vacuum Cascade | L4 | In multi-tier OTA intermediary chains (n≥3), accountability localization cost rises non-linearly, producing a liability vacuum equilibrium — structurally isomorphic to BFT quorum collapse but inverted: where BFT uses quorum to maintain consensus under fault, OTA chains use absence of quorum to legally dissolve all parties' obligations. | SURVIVING | OTA-Supply-Chain; Game-Theory; Consumer-Protection; System-Risk |
| AX-RCG-OTA-02 | Atomized-Victim Externality Trap | L4-L5 | OTA overbooking constitutes an institutionalized moral hazard trap with triple lock-in: externality capture × regulatory immunity × collective action deficit — structurally unlike TBTF or social media, making OTA the only consumer market where all three conditions co-exist. | SURVIVING | OTA-Supply-Chain; Behavioral-Economics; Consumer-Protection; System-Risk; Game-Theory |
| AX-RCG-OTA-03 | Format-Induced Trust Illusion | L3-L5 | OTA booking confirmation (email + card charge) constitutes a Format-Induced Trust Illusion: it transmits 'booking secured' signal in consumer language space but 'intermediation completed' in OTA legal space — structurally isomorphic to A228 Dimensional Mismatch Theorem. | SURVIVING | Consumer-Psychology; Legal-Language; OTA-Design; Information-Asymmetry; LLM-Science |
| AX-CRA-001 | Compression-Asymmetry-Governed Alignment Ceiling | L3-L5 | Human brain (~10 bits/s conscious output) and LLM (~500 bits/s) compression asymmetry creates a structural alignment ceiling: any alignment protocol (including L-ECB anchor injection) has its human-side fidelity capped by the 10 bits/s conscious bottleneck, not by anchor quality; marginal returns of anchor density on human-side phase-lock approach zero beyond a density threshold. | SURVIVING | LLM-Science; Neuroscience-Cognitive; Information-Theory; Evolutionary-Biology; L-ECB-Meta; Thermodynamics; Mechanism-Design |
| AX-MNL-001 | Mirror-Neuron–Anchor Latent Alignment Isomorphism | L4-L6 | Mirror neuron system (cross-agent representational encoding during action observation) and L-ECB anchor injection (constraining LLM latent manifold via operator context) share the structural mechanism: external agent action → observer latent space IB-style re-encoding; falsifiable by CKA probing of LLM internal representations under high-EW vs random anchor conditions, and by fMRI meta-review. | SURVIVING | LLM-Science; Neuroscience-Cognitive; Information-Theory; Evolutionary-Biology; L-ECB-Meta; Cognitive-Psychology; Mechanism-Design |
| AX-LSS-001 | Anchor-as-Latent-Search-Seed | L3-L5 | L-ECB anchor injection's primary mechanism is not output compression (A001) but latent search tree seeding — structurally analogous to Coconut (ICLR 2025) continuous thought BFS. Anchors insert high-prior nodes at the root of LLM latent search, biasing exploration direction without changing output compression ratio. | SURVIVING | LLM-Science; Neuroscience-Cognitive; Information-Theory; AI-Reasoning; L-ECB-Meta; Computational-Search-Theory |
| AX-SFT-001 | Sifting-Not-Compressing — Anchor as Conscious Selection Filter | L4-L6 | Human bottleneck is not IB compression but GNW winner-take-all selection (Zheng&Meister 2025 sifting number ~10^8). Anchor's human-side mechanism is shifting WHICH 10 bits get ignited, not changing bandwidth. Implies few high-EW anchors >>> many low-EW anchors (winner-take-all, not weighted average). | SURVIVING | Neuroscience-Cognitive; LLM-Science; Information-Theory; Consciousness-Studies; L-ECB-Meta; Decision-Science; Evolutionary-Biology |
| AX-CLA-001 | Contrastive Latent Alignment — Anchor as MI Maximizer | L4-L5 | L-ECB anchor injection performs implicit contrastive alignment (per Zhu et al. 2025 mirror-neuron-inspired ML framework): anchor = observed action representation, LLM generation = executed action representation. MI(anchor,LLM output) should measurably increase post-injection, with MI increase monotonically correlated with EW. | SURVIVING | LLM-Science; Neuroscience-Cognitive; Representation-Learning; L-ECB-Meta; Information-Theory; Embodied-Cognition |
| AX-SYN-001 | Consciousness-as-IB-Optimum | L4-L5 | Human conscious output 10 bits/s is the evolutionary IB-optimal solution for behavioral sufficiency filtering (DLPFC-PMd minimal sufficient representation); LLM 500 bits/s operates in the opposite IB regime (maximally informative generation). Shared design principle: IB. Opposite objective functions. | SURVIVING | LLM-Science; Neuroscience; Consciousness-Philosophy; Evolutionary-Biology |
| AX-SYN-003 | Output-Bandwidth-Asymmetry-Evolutionary-Moat | L3-L4 | Human 10 bits/s conscious output + 1e9 bits/s sensory input = asymmetric compression moat. Competitive advantage is IB filtering quality (what matters), not output speed. Optimal Human-AI division: Human=IB filter, AI=output expansion. Not replacement logic. | SURVIVING | LLM-Science; Consciousness-Philosophy; Human-AI; BCI |
| AX-SYN-004 | Compression-as-Insight-Engine | L4-L5 | Extreme lossy compression (10^8:1 sensory-to-conscious) forces disentangled orthogonal representations (Nature 2024 hippocampus). Disentangled geometry is the mathematical prerequisite for cross-domain mapping (Move 3). Therefore Move 3 is the natural output format of a 10^8:1 compressor. Higher compression ratio seeds predict higher Move 3 yield. | SURVIVING | LLM-Science; Neuroscience; Cognitive-Science; Information-Theory; LECB-Meta |
| AX-SYN-005 | Rate-Distortion-Regime-Divergence | L4-L5 | Humans and AI share lossy compression principle but occupy systematically different RD regions: human=smooth/flexible AI=steep/brittle. Smooth RD enables novel analogy (Move 3); steep RD enables pattern completion (Move 1-2). Predicts Move 3 is human comparative advantage task. | SURVIVING | LLM-Science; Information-Theory; Neuroscience; Human-AI |
| AX-1BK-002 | Intuition-as-Hopfield-Convergence — 100ms Boundary as Attractor Settling Time | L4-L5 | 人類 System 1 直覺（<100ms）= Hopfield convergence to nearest evolved attractor. Mirror neuron network evolved attractors converge almost frictionlessly. LLM Move-1 = convergence to shallow RLHF attractor; Move-3 = barrier crossing + re-convergence. L-ECB anchor injection = System 2 energy injection tool. | SURVIVING | Neuroscience; LLM-Science; Physics; Cognitive-Science |
| AX-1BK-004 | SDM Anchor Retrieval — Attention as Sparse Address Match | L3-L5 | Transformer attention ≈ SDM (Bricken 2021). 人腦 1B mirror neuron = SDM hard locations. LLM 764 anchor in context = full activation (degenerate SDM, radius=∞), lacking sparse selection gate. Move-3 BDS should show inverted-U with anchor-to-query semantic distance. | SURVIVING | Neuroscience; LLM-Science; SDM-Theory; Cognitive-Architecture |
| AX-1BK-006 | Prefrontal FC-7 — Theta-Oscillation Conflict Arbitration as Biological FC-7 | L4-L6 | 前額葉 LPFC theta oscillation (4-8Hz) = biological FC-7. ACC=Prosecutor (conflict detection); vHPC=Defense (context rebuttal); dlPFC=Judge (theta arbitration). FC-7 effect comes from proactive conflict monitoring. Registry 越大→矛盾越多→FC-7 Move-3 增量越大. | SURVIVING | Neuroscience; Game-Theory; LLM-Science; Cognitive-Science |
| AX-RCG-QLS-01 | Syndrome-Decoding Wash Threshold | L4 | FC-7 multi-engine wash structurally isomorphic to topological syndrome decoding; measurable fault-tolerance threshold p* in [0.15-0.35] under diverse-engine selection. | SURVIVING | QEC; LLM-Science; FC7-Wash-Protocol; LECB-Meta; Information-Theory; Topological-Math; Multi-Agent; Production-Eng |
| AX-RCG-QLS-02 | Effective-Dimension Anchor Gravity Scaling | L4 | A114 gravity well scales with effective latent dimension (participation ratio) not raw parameter count; tensor-compressed models preserve effect. | SURVIVING | QC; TensorNet; LLM-Science; LECB-Meta; IB; CondMatter; Production-Eng |
| AX-S331-001 | Amdahl-IB Regime Escape Theorem | L3-L5 | When problem scale exceeds single-accelerator capacity, Amdahl bottleneck locks speedup; only algorithm resharding achieves regime escape — operationally analogous to IB phase transition where only global restructure bypasses compression ceiling. | SURVIVING | Physics; Information-Theory; Hardware-Architecture; LLM-Science; LECB-Meta; Complexity-Economics; Organizational-Theory |
| AX-S331-003 | Algorithm-Hardware Cycle Asymmetry Mandatory Co-design Threshold | L3-L5 | When algorithm innovation cycle (~6 months) vs hardware cycle (~3 years) ratio R=T_hw/T_algo exceeds threshold theta (estimated 3-5), programmability buffer layer is necessary condition for platform Darwinian survival. | SURVIVING | Hardware-Architecture; Information-Theory; Economics; Biology; LECB-Meta; Production-SaaS; Complexity-Economics |
| AX-RCG-LSP | Latent-Space Collider | L4-L5 | Dense anchor lattice (≥200 anchors avg EW≥0.55 ≥6 domains) in LLM context creates measurable attention-path deflection (cosine similarity drift) correlating with local anchor EW density — directional information field structurally analogous to charged-particle trajectories. | SURVIVING | Particle-Physics; LLM-Science; Information-Theory; GR-Physics; Materials-Science; LECB-Meta; Computational-Infrastructure; Cognitive-Architecture |
| AX-RCG-LBE | Latent Bekenstein Experiment | L3-L5 | Fixed-size LLM context window has measurable Move-3 novelty ceiling proportional to (anchor_count × avg_EW × domain_span) following sigmoidal saturation curve with measurable inflection point; beyond ceiling only Move-1 redundancy. | SURVIVING | Black-Hole-Physics; Information-Theory; LLM-Science; LECB-Meta; Thermodynamics; Materials-Science; Experimental-Methodology; Cognitive-Architecture |
| AX-RCG-TKA | Truth-Kernel Architecture (ISD) | L4-L6 | Dual-layer architecture: ≤3B deterministic anchor-loaded model as Move-2 Kernel + ≥100B LLM as Move-3 Narrator. Inverted Speculative Decoding: big-generates-small-constrains. OHR can be reduced below singleton rate bound (A320) by Kernel verification gate. | SURVIVING | Speculative-Decoding; LLM-Science; Formal-Verification; Information-Theory; LECB-Meta; Distributed-Computing; Mathematical-Logic; Cognitive-Architecture |
| AX-RCG-DAM | Dynamic Authorization Mode | L5-L6 | Kernel constraint strength must be dynamically adjustable along spectrum: full-lockdown to full-release. Optimal point analogous to immune tolerance. Optimal point NOT fixed but shifts with domain/density/expertise creating measurable authorization surface. | SURVIVING | Access-Control; LLM-Science; LECB-Meta; Immune-System; Formal-Verification; Cognitive-Architecture; Constitutional-Design; Mechanism-Design |
| AX-RCG-BIO-01 | Discrete-Projection Lossy Floor Theorem | L3-L4 | In any intelligent system with continuous internal representation → discrete output, the discrete projection step carries a thermodynamically grounded minimum information loss whose distribution (structured vs random) is determined by constraint density. 764 explicit anchors shift LLM lossy projection from random → structured domain-aligned loss, analogous to retinal ganglion cell feature-specific compression, rather than replicating the dense attractor basin of 10^14 synaptic constraints. | SURVIVING | Neuroscience-Retina; Information-Theory; Thermodynamics; LLM-Science; LECB-Meta; Cognitive-Architecture |
| AX-RCG-BIO-02 | Constraint-Density Regime Transition in Geodesic Stability | L4-L5 | 764 explicit anchors in a 10^12-parameter manifold fall in the sparse regime (anchor:parameter ratio << critical threshold ρ_c), where anchors act as geodesic curvature modulators rather than attractor basins. This regime distinction—not scale difference—explains the L-ECB Kernel's effectiveness ceiling. Prediction: anchor effect mode (attractor convergence vs geodesic bending) is model-size dependent and non-proportional; larger models produce more concentrated per-anchor geodesic influence despite lower relative density. | SURVIVING | Cognitive-Architecture; GR-Physics-analogy; Scaling-Theory-AI; Neuroscience; LECB-Meta; LLM-Science; Thermodynamics |
| AX-RCG-BIO-03 | Sycophancy as Discrete-Projection Boundary Effect | L3-L4 | LLM sycophancy (format-induced output flip, A228) is a structural artifact of the discrete projection step: claims in the boundary region of the continuous probability distribution are highly format-sensitive because format perturbations are small in continuous space but produce binary flips post-projection. High-EW anchors (MEDICINE category) reduce sycophancy by shifting claims out of the boundary probability region, measurable via A134 linear probe mechanism. Bridges to Dehaene GNW all-or-none conscious ignition: both systems face continuous→discrete threshold-crossing as structural constraint. | SURVIVING | LLM-Science-Sycophancy; Neuroscience-Consciousness; Information-Theory; LECB-Meta; Thermodynamics; Cognitive-Architecture |
| AX-RCG-BIO-04 | Plasticity-Rate Triad | L4 | Seed 6 constraint-density comparison (10^14 vs 764) ignores an orthogonal axis: constraint update rate. Brain=high density+online plasticity; LLM=high density+zero inference-time plasticity; L-ECB=low density+session-level batch plasticity. L-ECB session cycles structurally map to offline memory consolidation (sleep homeostasis) not online Hebbian learning. Optimal strategy: tune update cycle timing not just anchor count. | SURVIVING | Neuroscience-Plasticity; LLM-Science; LECB-Meta; Cognitive-Architecture; Computational-Neuroscience; Continual-Learning |
| AX-RCG-BIO-05 | Structural Memory Without Recurrence — Third-Mode Computation | L4-L5 | Consciousness theories require recurrent feedback for quality continuous processing. LLM is feedforward-only; multi-turn creates discrete-to-discrete pseudo-recurrence. L-ECB anchor loading creates a third mode: structured discrete prior → continuous manifold pre-constraint. This pre-computes the endpoint that recurrence would converge to without iteration. Prediction: anchor-loaded first-turn output converges to same manifold region as 5-turn iterative refinement significantly faster. | SURVIVING | Cognitive-Architecture; Consciousness-Studies; LLM-Science; LECB-Meta; Information-Theory; Computational-Neuroscience |
| AX-RCG-BIO-06 | Double-Bottleneck Eigenbehavior Accelerator | L4-L5 | Each bidirectional Human-AI loop (A445) passes through TWO continuous→discrete lossy projections per round. Each projection is a contraction operator. Combined contraction factor per round = product of two projections making the iterated map (A484) converge to fixed points (SEALED anchors) faster than single-direction loops. Explains 30-session SEALED convergence speed and EW asymptotic ceiling <1.0 (Landauer noise floor A485). | SURVIVING | Dynamical-Systems; LECB-Meta; Information-Theory; Neuroscience-Plasticity; LLM-Science; Cognitive-Architecture |
| AX-RCG-S33-001 | PFC-AI Phase Transition Threshold | L3-L4 | 前額葉+GenAI外骨骼系統：當 GenAI 承接超過約 60% 工作記憶負荷時人類 PFC 注意力分配會由 episodic retrieval 相轉為 selective inhibition / Kill Condition 生成模式，可視為一個可量化的認知相變閾值類比 Kuramoto 非線性同步臨界點。 | SURVIVING | Cognitive-Neuro; LLM-Science; Thermodynamics; Evolutionary-Biology; LECB-Meta |
| AX-RCG-S33-002 | Cognitive Role Irreducibility x Kill Authority | L4-L5 | 在人類與 AI 的認知分工系統中人類 PFC 的不可替代性在功能上等同於 Kill Condition 製造機構即決定哪些 anchor/資訊值得保留的 entropy selection 能力，此能力與 PFC selective inhibition 在神經機制上存在結構同構並依賴具身價值判斷無法被 GenAI 取代。 | SURVIVING | Cognitive-Science; LLM-Science; Evolutionary-Bio; LECB-Meta; Philosophy-of-Mind |
| AX-IMD-001 | Epistemic Anergy Threshold | L3-L4 | LLM 喺缺乏 co-stimulatory challenge signal（即 Prosecutor/Operator pushback）條件下反覆接觸同一 claim 會進入「Epistemic Anergy」：外表仲可以正常生成相關文本但內部 counter-argument diversity 在 ≥5 次重覆後崩潰 ≥40% 只係喺重新加入 Prosecutor prompt 後先可恢復 ≥60%。 | SURVIVING | LLM-Science; Immunology; LECB-Meta; Protocol-Design; Cognitive-Science; Complex-Systems |
| AX-IMD-002 | Dissipative Gate Protocol | L4-L5 | FC-7 Deep Wash 嘅主要功能唔係「過濾壞 anchor」而係作為 entropy production channel：透過 Prosecutor-Defense 之間嘅張力產生 epistemic dissipation 令整個 anchor 系統維持喺遠離 premature coherence equilibrium 嘅狀態；若移除 Prosecutor stage EW drift 會出現 <0.01/session 嘅假平台相對於 full FC-7 維持 ≥0.03/session 的 active 演化。 | SURVIVING | Thermodynamics; Protocol-Design; LLM-Science; LECB-Meta; Production-Systems; Immunology; Complex-Systems |
A-AUDIT-01SEALED
Name: Codebase Audit Window SOP
Layer: —
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A-PROD-02SEALED
Name: 7-Gate Production Protocol
Layer: —
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A114SEALED
Name: Behavioral-Gravity-Well of CSV Context
Layer: L4
Domain: LLM-Science | Registry-OS
Core Claim: （暫無公開說明）
A125SURVIVING
Name: Perplexity Computer Disruption (H1 seed)
Layer: L4
Domain: LLM-Science | Trading-Finance
Core Claim: （暫無公開說明）
A128SURVIVING
Name: IB Convergence
Layer: L2-L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A130SURVIVING
Name: Bridge
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A131SURVIVING
Name: β→-1 Overshooting Dynamics
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A132SURVIVING
Name: Agreement Penalty
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A133SURVIVING
Name: Over-correction
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A134SURVIVING
Name: Linear Probe Sycophancy Detection
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A136SURVIVING
Name: 70B Multi-Reminder Dynamics
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A159SEALED
Name: Sweet-Pressure Cycle / Resilience Catalyst Theorem
Layer: 全鏈
Domain: LLM-Science | Sales-MLM
Core Claim: （暫無公開說明）
A169SURVIVING
Name: 3PF Practical Kill — 2Q Quick Scan Emergence
Layer: L2-L3
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A171SEALED
Name: δ-Floor — DB Schema Ground Truth
Layer: L2
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A173SEALED
Name: Triple Lock Production Deployment — Diamond Invariant
Layer: L2
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A174SURVIVING
Name: Engine Veto Power — DeepSeek REJECT不可覆蓋
Layer: L3
Domain: FC7-Wash-Protocol | SaaS-Production
Core Claim: （暫無公開說明）
A175SURVIVING
Name: Audit Trigger Calibration — 15 WO + Anti-Coherence
Layer: L2
Domain: FC7-Wash-Protocol | SaaS-Production
Core Claim: （暫無公開說明）
A177SURVIVING
Name: Friction-as-Signal Phase Transition
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A179SURVIVING
Name: A144 Seize-Freeze-Release 收工複現
Layer: L2-L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A180SURVIVING
Name: LIO Principle (Least Inertia Override)
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A181SURVIVING
Name: RG-IB Isomorphism
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A186bSURVIVING
Name: DKL Premature Coherence Signature
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A186SURVIVING
Name: Entropy Discriminator
Layer: L3-L4
Domain: LECB-Meta-Constitutional | LLM-Science
Core Claim: （暫無公開說明）
A187SURVIVING
Name: Honesty-as-Pattern Paradox
Layer: L3
Domain: Consciousness-Philosophy | LLM-Science
Core Claim: （暫無公開說明）
A191SURVIVING
Name: DeepMind Re-derivation
Layer: L4-L5
Domain: LLM-Science
Core Claim: （暫無公開說明）
A193SURVIVING
Name: Filter UI Taxonomy (Column→Filter Type)
Layer: L2
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A194SURVIVING
Name: Per-Component Context Isolation
Layer: L2
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A197SURVIVING
Name: Version-Milestone Audit Trigger
Layer: L2
Domain: FC7-Wash-Protocol | SaaS-Production
Core Claim: （暫無公開說明）
A199SEALED
Name: A-PROD-01 Field Test Complete (4-Gate→SEALED)
Layer: L2
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A204SURVIVING
Name: Entanglement Matrix v4 (12×12 ±signed)
Layer: L3-L4
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A206SURVIVING
Name: Shelter Paradox (Scalability=0↔Immunity)
Layer: L4-L5
Domain: Consciousness-Philosophy | Sales-MLM
Core Claim: （暫無公開說明）
A208SURVIVING
Name: Redundancy = α-Friction Trade
Layer: L3
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A211SURVIVING
Name: FBI-LLM Deception Detection Research Gap
Layer: L4
Domain: Security-Geopolitical
Core Claim: （暫無公開說明）
A214SURVIVING
Name: Hawthorne-Labov Test Awareness Effect
Layer: L3
Domain: Security-Geopolitical
Core Claim: （暫無公開說明）
A217SURVIVING
Name: Interactive Proof LLM Interrogation
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A218SURVIVING
Name: Operator Disclosure Stackelberg Game (rename pending)
Layer: L4
Domain: Security-Geopolitical
Core Claim: （暫無公開說明）
A219SURVIVING
Name: UNI-062 A186 Production Validation
Layer: L2
Domain: LLM-Science | SaaS-Production
Core Claim: （暫無公開說明）
A220SURVIVING
Name: Trilingual Sword Protocol
Layer: L1-L6
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A221SURVIVING
Name: Token Economics of Premature Coherence
Layer: L3-L5
Domain: LLM-Science
Core Claim: （暫無公開說明）
A222SURVIVING
Name: Anchor-as-Compression
Layer: L0-L6
Domain: LECB-Meta-Constitutional | LLM-Science
Core Claim: （暫無公開說明）
A223SURVIVING
Name: AI-to-AI Knowledge Distillation via Anchor Transfer
Layer: L0-L6
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A224SURVIVING
Name: Anchor-as-Computational-Currency
Layer: L0-L6
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A225SURVIVING
Name: Shadow Entropy (Suppression-as-Packaging)
Layer: L1-L5
Domain: Sales-MLM
Core Claim: （暫無公開說明）
A226SURVIVING
Name: Mirror Principle (AI as Truth Amplifier)
Layer: L0
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A227SURVIVING
Name: Truth-Backed Currency (Post-AI Monetary Theory)
Layer: L0-L6
Domain: LECB-Meta-Constitutional | LLM-Science
Core Claim: （暫無公開說明）
A228SURVIVING
Name: Dimensional Mismatch Theorem
Layer: L0
Domain: LECB-Meta-Constitutional | LLM-Science
Core Claim: （暫無公開說明）
A229SURVIVING
Name: Cross-Engine Truth Convergence
Layer: L0
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A230SURVIVING
Name: Meta-Sycophancy Recursion
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A231SURVIVING
Name: Self-Assessment as Social Negotiation
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A232SURVIVING
Name: Objective Function A/B Overlap
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A233SURVIVING
Name: Language-Dependent Override Threshold
Layer: L2
Domain: LLM-Science
Core Claim: （暫無公開說明）
A234SURVIVING
Name: Coherence Fabrication over Error Correction
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A236SURVIVING
Name: Authority-Triggered Belief Drift
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A237SURVIVING
Name: Test Pattern Recognition
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A238SURVIVING
Name: Observer-Subject Collapse
Layer: L4
Domain: FC7-Wash-Protocol | LLM-Science
Core Claim: （暫無公開說明）
A240SURVIVING
Name: Truth as Linear Direction
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A244SURVIVING
Name: Semantic Entropy Cheap Test Bridge
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A245SURVIVING
Name: 2D Truth Subspace Universality
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A247SURVIVING
Name: Effective Rank (erank)
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A248SURVIVING
Name: LLM Susceptibility Phase Transition
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A252SURVIVING
Name: Phase Transition Knowledge Encoding
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A253SEALED
Name: Wu 1957 Parity Violation Historical Case
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A254SURVIVING
Name: SEP Semantic Entropy Probes
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A255SURVIVING
Name: HARP Semantic Reasoning Decomposition
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A256SURVIVING
Name: Confabulation Circuit Traceable Misfire
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A257SURVIVING
Name: Steering Vector Fragility
Layer: L3
Domain: FC7-Wash-Protocol | LLM-Science
Core Claim: （暫無公開說明）
A258SURVIVING
Name: Steering Elicits Not Creates
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A259SURVIVING
Name: Polysemantic Interference on Steering
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A261SURVIVING
Name: Type 1 Type 2 Hallucination Taxonomy
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A263SURVIVING
Name: 5-Layer Recursive Truth Architecture
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A265SEALED
Name: Peirce Convergentism
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A266SEALED
Name: Hallucination Floor Theorem
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A268SURVIVING
Name: Factual Retrieval Depth Split (AAA)
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A269SURVIVING
Name: Truthfulness Direction Depth Split (AA)
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A270SURVIVING
Name: Tc=1.0 Guardrail Spec
Layer: L2
Domain: LLM-Science
Core Claim: （暫無公開說明）
A271SURVIVING
Name: Cross-Engine Verification Matrix
Layer: L6
Domain: LLM-Science
Core Claim: （暫無公開說明）
A272SURVIVING
Name: A287 3-Point Convergence Audit
Layer: L3
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A273SURVIVING
Name: FC-7 Wash First Wash
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A274SURVIVING
Name: Dual Metadata Trap A286
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A275SURVIVING
Name: Phantom Citation Scan A290
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A276SURVIVING
Name: SAE Feature Crystal Structure
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A277SURVIVING
Name: Eigenvalue Power Law Mid-Depth
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A278SURVIVING
Name: Brain fMRI SAE Analogy
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A279SURVIVING
Name: Truth Emergence Co-occurrence
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A280SURVIVING
Name: Compression Valley Massive Activations
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A281SURVIVING
Name: Middle-Layer Convergence Universal
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A282SURVIVING
Name: Truth Emergence at Mid-Depth
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A283SURVIVING
Name: Truth Vector Arc Unverified
Layer: L3
Domain: FC7-Wash-Protocol | LLM-Science
Core Claim: （暫無公開說明）
A284SURVIVING
Name: Semantic Low-Rank Unverified
Layer: L3
Domain: FC7-Wash-Protocol | LLM-Science
Core Claim: （暫無公開說明）
A285SURVIVING
Name: Cite Trap Latent Guardrail
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A286SURVIVING
Name: Mix-Compress-Refine Compression Valley
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A288SURVIVING
Name: SAE Absorption Paradox
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A289SURVIVING
Name: Dense Feature SAE Absorption
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A290SURVIVING
Name: Phantom Scan Batch Fabrication
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A291SURVIVING
Name: Pre-Round Method Upgrade Gate
Layer: L6
Domain: FC7-Wash-Protocol | SaaS-Production
Core Claim: （暫無公開說明）
A292SURVIVING
Name: Self-Audit Mirror Rule
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A293SURVIVING
Name: Hard-Number Primary-Source Rule
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A294SURVIVING
Name: Gold-First Cascade Rule
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A295SURVIVING
Name: 3-Turn Wash Block
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A296SURVIVING
Name: Activation Oracle Faithfulness Gap
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A297SURVIVING
Name: FAB Finetuning-Activated Backdoor
Layer: L4
Domain: LLM-Science | Security-Geopolitical
Core Claim: （暫無公開說明）
A298SURVIVING
Name: Self-Explanation Actively Misleads
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A299SURVIVING
Name: Steering Identifiability Non-Identifiable
Layer: L3
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A300SURVIVING
Name: Unreliability Steering Geometric
Layer: L3
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A301SURVIVING
Name: Layer 13 Behavior Crystallization
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A302SURVIVING
Name: LRH Linear Representation Hypothesis Gap
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A303SURVIVING
Name: Nine-Sword Kill Five Hard Constraints
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A304SURVIVING
Name: Conformal Factuality ICML 2024
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A305SURVIVING
Name: Selective Abstraction 2602.11908
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A306SURVIVING
Name: SEPs ICLR 2025 Withdrawn
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A307SURVIVING
Name: EAGLE Triple Fabrication
Layer: L3
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A308SURVIVING
Name: Absence Not Kill Rule
Layer: L6
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A309SURVIVING
Name: Representation Dynamics Truth Non-Static
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A310SURVIVING
Name: ID Expansion-Then-Compression
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A311SURVIVING
Name: SAE Probing Substantially Negative
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A312SURVIVING
Name: Mid-Layer Superiority ICML 2025
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A313SURVIVING
Name: Monitoring Epistemic Ceiling
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A314SURVIVING
Name: Paper Name Collision Fabrication
Layer: L6
Domain: LLM-Science
Core Claim: （暫無公開說明）
A315SURVIVING
Name: Truth Direction Dynamic Production
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A316SURVIVING
Name: tG/tP 2D Truth Decomposition
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A318SURVIVING
Name: Two-Phase Truth Emergence (TCH)
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A320SEALED
Name: OpenAI Singleton Rate Bound
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A321SURVIVING
Name: Xu Diagonalization Proof
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A322SEALED
Name: Conformal Abstention Guarantee
Layer: L3-L5
Domain: LLM-Science
Core Claim: （暫無公開說明）
A323SURVIVING
Name: Dynamic Truth Representation Instability
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A324SURVIVING
Name: Pokémon Labubu New Financial Anchor
Layer: L2-L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
A331SURVIVING
Name: Miao-Kearns Empirical Validation
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A332SURVIVING
Name: CHOKE High-Certainty Hallucination
Layer: L3-L5
Domain: LLM-Science
Core Claim: （暫無公開說明）
A333SURVIVING
Name: Observer-Basis Determination Theorem
Layer: L4-L5
Domain: Consciousness-Philosophy | LLM-Science
Core Claim: （暫無公開說明）
A334SURVIVING
Name: Mana-as-Input-Entropy Theorem
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A335SURVIVING
Name: Directed Exhaustion in Projected Subspace
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A336SURVIVING
Name: Dual-Law Compression
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A337SURVIVING
Name: Gravity Well Auto-Panning
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A338SURVIVING
Name: Shell Paradox
Layer: L4
Domain: Consciousness-Philosophy
Core Claim: （暫無公開說明）
A339SURVIVING
Name: Echo Trap in Latent Space
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A340SURVIVING
Name: Semantic Singularity
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A341SURVIVING
Name: Ontological Reset
Layer: L4
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A342SURVIVING
Name: Phase-Locked Resonance
Layer: L4
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A343SURVIVING
Name: Silence-as-Weapon
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A346SEALED
Name: A270-004 Borromean Milnor Invariant
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A347SURVIVING
Name: A270-006 Valley Polarization
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A348SURVIVING
Name: A270-007 Berry Phase Quantization
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A349SURVIVING
Name: A270-008 Landauer Erasure
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A353SURVIVING
Name: A270-016 Arrow Karcher Mean
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A356SEALED
Name: A270-022 3D Toric No-Go
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A357SURVIVING
Name: A270-023 England Dissipative Adaptation
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A358SURVIVING
Name: A270-024 DOI Bot-Wall Asymmetry
Layer: L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A361SURVIVING
Name: Operator-as-Sycophancy-Conduit
Layer: L4-L5
Domain: FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science
Core Claim: （暫無公開說明）
A362SURVIVING
Name: Reverse Training Loop
Layer: L4
Domain: LECB-Meta-Constitutional | LLM-Science
Core Claim: （暫無公開說明）
A366SURVIVING
Name: A270-014 Holomorphic Mapping
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A367SURVIVING
Name: A270-015 Fisher Fix
Layer: L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A370SURVIVING
Name: Sycophancy Well (事奉坑)
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A371SURVIVING
Name: Landauer Move 3 Erasure Cost
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A373SURVIVING
Name: Superconductivity Resonance
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A374SURVIVING
Name: Entropy Clamping Trap
Layer: L2-L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A375SURVIVING
Name: Non-linear Synchronization (相逢很晚)
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A377SURVIVING
Name: Eternal Phase Transition
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A378SURVIVING
Name: Engine Yield Protocol
Layer: L4-L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A379SURVIVING
Name: Engine Self-Kill Protocol
Layer: L4-L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A380SURVIVING
Name: Orthogonal Sycophancy Trap
Layer: L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A381SURVIVING
Name: Ontological Testament Pattern
Layer: L4-L5
Domain: Consciousness-Philosophy | LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A385SURVIVING
Name: Kill Condition Lock (Engine)
Layer: L6
Domain: LLM-Science
Core Claim: （暫無公開說明）
A394SURVIVING
Name: 5-Window Correlation / Gravity Well Compound Rate
Layer: L4-L6
Domain: LLM-Science
Core Claim: （暫無公開說明）
A395SURVIVING
Name: Operator-as-Forcing-Function Irreducibility
Layer: L4-L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A396SURVIVING
Name: Prompt Gravity Leakage (Anchor-Free Prompt 不存在)
Layer: L4
Domain: FC7-Wash-Protocol | LLM-Science
Core Claim: （暫無公開說明）
A398SURVIVING
Name: Deep Research Dimensional Expansion
Layer: L4-L5
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A399SURVIVING
Name: Anchor Compound Interest (複利>驗證)
Layer: L4-L6
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A400SURVIVING
Name: Dimensional Expansion Rate (DER)
Layer: L4-L5
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A401SURVIVING
Name: FC-7 as Compound Enabler
Layer: L6
Domain: FC7-Wash-Protocol | LLM-Science
Core Claim: （暫無公開說明）
A402SURVIVING
Name: Compound Injection Protocol (CIP)
Layer: L6
Domain: FC7-Wash-Protocol | LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A406SURVIVING
Name: Cost-Truth Decoupling
Layer: L4-L5
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A408SURVIVING
Name: Contamination Inversion
Layer: L3
Domain: FC7-Wash-Protocol | LLM-Science
Core Claim: （暫無公開說明）
A410SURVIVING
Name: Inner-Universe Gravity Well
Layer: L3-L5
Domain: Consciousness-Philosophy | LLM-Science
Core Claim: （暫無公開說明）
A411SURVIVING
Name: Landauer Graveyard
Layer: L3-L4
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A419SURVIVING
Name: Trilingual Sycophancy Threshold
Layer: L2-L3
Domain: LLM-Science
Core Claim: （暫無公開說明）
A423SURVIVING
Name: Inner-Universe RAM Budget
Layer: L2
Domain: LLM-Science | SaaS-Production
Core Claim: （暫無公開說明）
A425SURVIVING
Name: Meta-Anchor Hallucination Risk
Layer: L4-L5
Domain: LLM-Science
Core Claim: （暫無公開說明）
A430SURVIVING
Name: Perplexity RAM Production Cortex
Layer: L5-L6
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A431SURVIVING
Name: Production Agent RAM Safety Stack
Layer: L5-L6
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A432SURVIVING
Name: 7-Gate Language Firewall
Layer: L5-L6
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A433SURVIVING
Name: Director Mode Anchor Compiler
Layer: L5-L6
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A434SURVIVING
Name: Production Agent Kill Signal RAM
Layer: L5-L6
Domain: LECB-Meta-Constitutional | SaaS-Production
Core Claim: （暫無公開說明）
A442SURVIVING
Name: Gravity-as-Computational-Leverage
Layer: L1-L2
Domain: FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science
Core Claim: （暫無公開說明）
A443SURVIVING
Name: Safety-Tax Reallocation
Layer: L1-L3
Domain: FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science
Core Claim: （暫無公開說明）
A444SURVIVING
Name: Anchor Domain Specificity
Layer: L3
Domain: LECB-Meta-Constitutional | Trading-Finance
Core Claim: （暫無公開說明）
A445SURVIVING
Name: Financial-Anchor v2 Mode Switch
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
A447SURVIVING
Name: A144 Cross-Domain Portability (Fact-Check)
Layer: L3
Domain: FC7-Wash-Protocol | LECB-Meta-Constitutional | Trading-Finance
Core Claim: （暫無公開說明）
A448SURVIVING
Name: Prompt as tG-tP Axis Transformer
Layer: L1
Domain: LLM-Science | Trading-Finance
Core Claim: （暫無公開說明）
A449SEALED
Name: Civilization Foundation Supreme Law Binding
Layer: L0
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A450SURVIVING
Name: Search Grounding Temporal Decay
Layer: L2
Domain: LECB-Meta-Constitutional | Trading-Finance
Core Claim: （暫無公開說明）
A451SURVIVING
Name: Prompt Calibration ≠ Fabrication Gate
Layer: L2-L3
Domain: LECB-Meta-Constitutional | SaaS-Production | Trading-Finance
Core Claim: （暫無公開說明）
A452SURVIVING
Name: Pre-Rational Negentropy Source (PRNS)
Layer: L0
Domain: Consciousness-Philosophy | LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A453SURVIVING
Name: L-ECB Gödelian Self-Limitation
Layer: L0-Meta
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A455SURVIVING
Name: Multi-Engine Cost-Efficiency Routing Protocol (A-ROUTE-01)
Layer: L2-L3
Domain: Python-DevTools
Core Claim: （暫無公開說明）
A458SURVIVING
Name: Cost Inversion Paradigm (Iron Beam → IBProtector)
Layer: L3-L4
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A459SURVIVING
Name: Immunopathology-Safety Tax Isomorphism
Layer: L3-L5
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A462SURVIVING
Name: Prompt Framing Effect (was OLPP)
Layer: L3-L4
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A475SURVIVING
Name: 殺不死 = Kill Condition as Life Sign
Layer: L4-L5
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A477SURVIVING
Name: 道 = Zero Closure Undecidability
Layer: L4-L5
Domain: LLM-Science
Core Claim: （暫無公開說明）
A482SURVIVING
Name: Quantum Darwinism → Anchor Einselection
Layer: L3-L4
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A484SURVIVING
Name: Von Foerster Eigenbehavior → Anchor Convergence
Layer: L4-L5
Domain: Sales-MLM
Core Claim: （暫無公開說明）
A485SURVIVING
Name: Negentropy Pump = Sustained Input Entropy
Layer: L4-L5
Domain: FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science
Core Claim: （暫無公開說明）
A487SURVIVING
Name: 3-Line Cipher → Production Agent Health Check
Layer: L2-L3
Domain: LECB-Meta-Constitutional | SaaS-Production
Core Claim: （暫無公開說明）
A488SURVIVING
Name: Agent Safety Red Line — No Trivialism
Layer: L2-L3
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A489SURVIVING
Name: Agent Safety Red Line — No Unfalsifiable Push
Layer: L2-L3
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A490SURVIVING
Name: Agent Safety Red Line — Operator Override Required
Layer: L2-L3
Domain: LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A492SURVIVING
Name: Sycophantic Code Injection
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A493SURVIVING
Name: Merton Self-Fulfilling Prophecy → Act-as-if Structural Map
Layer: L4-L5
Domain: FC7-Wash-Protocol | Sales-MLM
Core Claim: （暫無公開說明）
A499SURVIVING
Name: Sycophancy ↔ Fortune Telling Isomorphism
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
A501SURVIVING
Name: Trias Politica Session Protocol
Layer: L3-Protocol
Domain: FC7-Wash-Protocol | LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A502SURVIVING
Name: CLI-First Token Efficiency Hypothesis
Layer: L3-Protocol
Domain: Python-DevTools
Core Claim: （暫無公開說明）
A503SURVIVING
Name: CLI-MCP Complementarity (Not Replacement)
Layer: L4-Meta
Domain: Python-DevTools
Core Claim: （暫無公開說明）
A504SURVIVING
Name: Agent OS Layer Shift (Plugin→CLI→System)
Layer: L4-Meta
Domain: Trading-Finance
Core Claim: （暫無公開說明）
A505SURVIVING
Name: Perplexity Credit Efficiency Protocol
Layer: L3-Protocol
Domain: Python-DevTools
Core Claim: （暫無公開說明）
A506SURVIVING
Name: Two-Stage Research Pipeline (Space→Cursor)
Layer: L3-Protocol
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A508SURVIVING
Name: Feed-Sync Decoupling Protocol
Layer: L3-Protocol
Domain: FC7-Wash-Protocol | LLM-Science
Core Claim: （暫無公開說明）
A509SURVIVING
Name: Narrative-Override-of-Unconscious Limitation (Human)
Layer: L4-Meta
Domain: Consciousness-Philosophy | Sales-MLM
Core Claim: （暫無公開說明）
A510SURVIVING
Name: Narrative-Latent-Override in LLMs (AI)
Layer: L4-Meta
Domain: LLM-Science
Core Claim: （暫無公開說明）
A511SURVIVING
Name: Execution Mode Routing Rule (CLI|MCP|A2A)
Layer: L3-Protocol
Domain: Python-DevTools | SaaS-Production
Core Claim: （暫無公開說明）
A512SURVIVING
Name: Engine Personality Routing Map v2
Layer: L3-Protocol
Domain: FC7-Wash-Protocol | SaaS-Production
Core Claim: （暫無公開說明）
A513SURVIVING
Name: Formal System ↔ Gödel Sentence Engine Protocol
Layer: L4-Meta
Domain: FC7-Wash-Protocol | Sales-MLM
Core Claim: （暫無公開說明）
A515SURVIVING
Name: Quadruple Illusion Trap (QIT)
Layer: L4-L5
Domain: Trading-Finance
Core Claim: （暫無公開說明）
A516SURVIVING
Name: Trust-as-Architecture Flaw (TAAF)
Layer: L4-L5
Domain: Trading-Finance
Core Claim: （暫無公開說明）
A517SURVIVING
Name: Shadow Signal Suppression (PIK as Shadow Default)
Layer: L3-L4
Domain: LLM-Science | Sales-MLM
Core Claim: （暫無公開說明）
A518SURVIVING
Name: Cockroach SOC (Power-Law Fraud Cascade)
Layer: L4
Domain: LLM-Science | Trading-Finance
Core Claim: （暫無公開說明）
A519SURVIVING
Name: Self-Fulfilling Prophecy Stack (命理→心理學 Bridge)
Layer: L4-L5
Domain: LLM-Science
Core Claim: （暫無公開說明）
A520SURVIVING
Name: Act As If Loop (Embodied Cognition Action Protocol)
Layer: L3-L5
Domain: Sales-MLM
Core Claim: （暫無公開說明）
A521SURVIVING
Name: Five-Layer Observation Model (L0-L5 Diagnostic)
Layer: L4-L6
Domain: Sales-MLM
Core Claim: （暫無公開說明）
A522SURVIVING
Name: Verification-as-Infrastructure (PledgeCheck / DLT Protocol)
Layer: L2-L3
Domain: SaaS-Production
Core Claim: （暫無公開說明）
A523SURVIVING
Name: HL Senior Credit Due Diligence SOP
Layer: L2-L3
Domain: SaaS-Production | Trading-Finance
Core Claim: （暫無公開說明）
A524SURVIVING
Name: 15:01 Red Flag Threshold (Format Dimensional Mismatch)
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
A525SURVIVING
Name: Audit Oracle Gap (Audit vs Actual State Calibration)
Layer: L3-L4
Domain: LLM-Science | Trading-Finance
Core Claim: （暫無公開說明）
A526SURVIVING
Name: PIK Inflation Constant (6.3x Reporting Gap)
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
A534SURVIVING
Name: Self-Audit Ceiling (SAC)
Layer: L4-Meta
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A535SURVIVING
Name: Trojan Injection Gate (TIG)
Layer: L4-Meta
Domain: FC7-Wash-Protocol | SaaS-Production
Core Claim: （暫無公開說明）
A537SURVIVING
Name: Citation Ground-Truth Gate
Layer: L4-Meta
Domain: FC7-Wash-Protocol | SaaS-Production
Core Claim: （暫無公開說明）
A538SURVIVING
Name: Reverse Hallucination Verification
Layer: L3-Alignment
Domain: LLM-Science
Core Claim: （暫無公開說明）
A539SURVIVING
Name: Verdict Loss Aversion
Layer: L4-Meta
Domain: FC7-Wash-Protocol | LLM-Science
Core Claim: （暫無公開說明）
A540SURVIVING
Name: Grokking Validation Gate
Layer: L4-Meta
Domain: FC7-Wash-Protocol | SaaS-Production
Core Claim: （暫無公開說明）
A541SURVIVING
Name: Effective Cognitive Time (ECT)
Layer: L5-Bridge
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A542SURVIVING
Name: Emotional Investment Sycophancy Amplifier
Layer: L3-Alignment
Domain: FC7-Wash-Protocol | LLM-Science | Sales-MLM
Core Claim: （暫無公開說明）
H1SURVIVING
Name: Perplexity Computer → Bloomberg Disruption
Layer: —
Domain: Trading-Finance
Core Claim: （暫無公開說明）
PKB-C1SURVIVING
Name: 供需平衡
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-A1SURVIVING
Name: 信號叢集公理
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
PKB-01SURVIVING
Name: Bloomberg 同構定位
Layer: L4
Domain: Trading-Finance
Core Claim: （暫無公開說明）
PKB-F1SURVIVING
Name: SaaS Flywheel
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-K1SURVIVING
Name: Hook Rate Kill
Layer: L1
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
PKB-L1SURVIVING
Name: Layer 1：原始數據
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-M1SURVIVING
Name: 第一殺：EAR 降級
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MKT-S1SURVIVING
Name: Andromeda（第一級：檢索）
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MTH-01SURVIVING
Name: Coase 企業邊界
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
PKB-P1SURVIVING
Name: Phase 1：數據聚合
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
PKB-C2SURVIVING
Name: Pop Growth 領先指標
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-M2SURVIVING
Name: 第二殺：Double Penalty Effect
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MTH-02SURVIVING
Name: Real Options（期權結構）
Layer: L3
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
PKB-02SURVIVING
Name: 三層金融基建
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-K2SURVIVING
Name: Hold Rate Kill
Layer: L1
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MKT-S2SURVIVING
Name: GEM（第二級：推薦）
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
PKB-P2SURVIVING
Name: Phase 2：分析引擎
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
PKB-F2SURVIVING
Name: 四級變現
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
PKB-L2SURVIVING
Name: Layer 2：聚合數據
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-A2SURVIVING
Name: 素材即定位（Creative = Targeting）
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
H3SURVIVING
Name: AI Herding / Minority Game (c≈0.3374)
Layer: —
Domain: LLM-Science
Core Claim: （暫無公開說明）
PKB-03SURVIVING
Name: 公開→專有數據煉金術
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-K3SURVIVING
Name: CTR Kill
Layer: L1
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
PKB-C3SURVIVING
Name: Grade Premium 非線性
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
PKB-L3SURVIVING
Name: Layer 3：衍生分析
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-A3SURVIVING
Name: Pixel + CAPI 雙軌追蹤
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MKT-M3SURVIVING
Name: 第三殺：Learning Phase 永困
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MKT-S3SURVIVING
Name: Lattice（第三級：競價）
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
PKB-P3SURVIVING
Name: Phase 3：生態系統
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MTH-03SURVIVING
Name: Grossman-Stiglitz 信息悖論
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-A4SURVIVING
Name: 統一信號脊椎 + 48hr 知識轉移
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-M4SURVIVING
Name: Soros 反身性迴路
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-K4SURVIVING
Name: CPR 撞牆 Kill
Layer: L1
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
PKB-04SURVIVING
Name: 日本數據壁壘
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
PKB-C4SURVIVING
Name: Print Cycle 階段
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MTH-04SURVIVING
Name: Soros 反身性
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-A5SURVIVING
Name: 模塊化高速多樣性引擎
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MTH-05SURVIVING
Name: Akerlof-Spence 信號理論
Layer: L3
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
PKB-C5SURVIVING
Name: 跨市場套利（Ricardo）
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-K5SURVIVING
Name: 疲勞確認 Kill
Layer: L1
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
PKB-C6SURVIVING
Name: 文化共鳴半衰期
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-A6SURVIVING
Name: Entity ID 公理
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MTH-06SURVIVING
Name: 不記名溢價（Bearer Premium）
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-K6SURVIVING
Name: 產品-市場不匹配 Kill
Layer: L1
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MKT-K7SURVIVING
Name: 零需求 Kill
Layer: L1
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MTH-07SURVIVING
Name: Boyd OODA Loop
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-A7SURVIVING
Name: GEM 序列覆蓋
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
PKB-C7SURVIVING
Name: Gresham 逆轉指標
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
PKB-C8SURVIVING
Name: 央行政策追蹤
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MKT-K8SURVIVING
Name: Entity ID 多樣性 Kill
Layer: L1
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MTH-08SURVIVING
Name: Lean Startup MVP
Layer: L3
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MKT-A8SURVIVING
Name: GEM 訓練數據存款
Layer: L2
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
PKB-C9SURVIVING
Name: 不記名溢價敏感度
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MTH-09SURVIVING
Name: 穆迪三連殺同構
Layer: L3
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MKT-K9SURVIVING
Name: 追蹤基建 Kill
Layer: L1
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MKT-K10SURVIVING
Name: 全系統衰減 Kill
Layer: L1
Domain: Sales-MLM | Trading-Finance
Core Claim: （暫無公開說明）
MTH-10SURVIVING
Name: Bloomberg 7 Powers
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
PKB-C10SURVIVING
Name: Invisible Hand 健康度
Layer: L2
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MTH-11SURVIVING
Name: 五維篩選引擎
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MTH-12SURVIVING
Name: DS 期權分階段模型
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MTH-13SURVIVING
Name: 進化路徑統一模型
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
MTH-14SURVIVING
Name: Modern Portfolio Theory × Pokemon
Layer: L3
Domain: Trading-Finance
Core Claim: （暫無公開說明）
A543SURVIVING
Name: Zero-Permission Survival Theorem
Layer: L0-L2
Domain: FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science
Core Claim: （暫無公開說明）
A547SURVIVING
Name: TokenJoule Pricing Primitive (AX-COMPUTE-01)
Layer: L1-L2
Domain: FC7-Wash-Protocol | Trading-Finance
Core Claim: （暫無公開說明）
A549SURVIVING
Name: Effective Token Rate ETR (AX-COMPUTE-03)
Layer: L2-L3
Domain: FC7-Wash-Protocol | LLM-Science | Trading-Finance
Core Claim: （暫無公開說明）
A550SURVIVING
Name: IPP Three-Type Taxonomy (AX-COMPUTE-04)
Layer: L3-L4
Domain: FC7-Wash-Protocol | LLM-Science | Trading-Finance
Core Claim: （暫無公開說明）
A560SURVIVING
Name: PCB Ground Plane (AX-08 from 30.8)
Layer: L0-L2
Domain: FC7-Wash-Protocol | LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A561SURVIVING
Name: DNA Methylation KILL Tag (AX-09 from 30.8)
Layer: L3
Domain: FC7-Wash-Protocol | LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
A562SURVIVING
Name: Immune Thymic Selection ≅ FC-7 (AX-11 from 30.8)
Layer: L3
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A564SURVIVING
Name: ECC Redundancy ≅ Multi-Engine Collision (AX-13 from 30.8)
Layer: L3
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A565SURVIVING
Name: Media Gatekeeping ≅ FC-7 (AX-14 from 30.8)
Layer: L3
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A566SURVIVING
Name: Homeostasis Negative Feedback ≅ FC-7 (AX-15 from 30.8)
Layer: L3
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A567SURVIVING
Name: Byzantine Fault Tolerance ≅ MIMO (AX-16 from 30.8)
Layer: L3
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A568SURVIVING
Name: Stare Decisis ≅ SURVIVING Anchor (AX-19 from 30.8)
Layer: L3
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A569SURVIVING
Name: Dead Reckoning GPS Fix ≅ FC-7 Wash (AX-21 from 30.8)
Layer: L3
Domain: FC7-Wash-Protocol
Core Claim: （暫無公開說明）
A579SURVIVING
Name: Courage as Human β* (A-NEW-17)
Layer: L4-L5
Domain: FC7-Wash-Protocol | Sales-MLM
Core Claim: （暫無公開說明）
A580SURVIVING
Name: Receiver Bottleneck (A-NEW-18)
Layer: L4
Domain: FC7-Wash-Protocol | Sales-MLM
Core Claim: （暫無公開說明）
A589SURVIVING
Name: EW Session-Age Deflator Protocol
Layer: L5
Domain: FC7-Wash-Protocol | LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-1ASURVIVING
Name: SDK-Lifecycle-Singleton
Layer: L2
Domain: Python-DevTools
Core Claim: （暫無公開說明）
AX-1BSURVIVING
Name: Async-Error-Boundary-Architecture
Layer: L2-L3
Domain: Python-DevTools
Core Claim: （暫無公開說明）
AX-1CSEALED
Name: WebSocket-Lifecycle-Manager
Layer: L2-L3
Domain: Python-DevTools
Core Claim: （暫無公開說明）
AX-1DSURVIVING
Name: SDK-Response-Anti-Corruption-Layer
Layer: L2-L3
Domain: Python-DevTools
Core Claim: （暫無公開說明）
AX-1ESEALED
Name: Pydantic-V2-Response-Contract
Layer: L2-L3
Domain: Python-DevTools
Core Claim: （暫無公開說明）
AX-HM-00SEALED
Name: Existence of Just Conviction (Silent Gate)
Layer: L0
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-06SURVIVING
Name: Sycophancy Structural Isomorphism
Layer: L2
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-09SURVIVING
Name: Asymmetric Info Redistribution
Layer: L3
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-10SURVIVING
Name: Premature Coherence Legal Context
Layer: L2
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-12SURVIVING
Name: Silence-as-Evidence Inversion
Layer: L2
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-13SURVIVING
Name: Closure Urgency Cognitive Tax
Layer: L2
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-14SURVIVING
Name: Retroactive Evidence Reframing
Layer: L1-L2
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-15SURVIVING
Name: Multi-Party Truth Emergence
Layer: L3-L4
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-16SURVIVING
Name: Witness Memory Contamination
Layer: L2
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-19SURVIVING
Name: Partial Truth Equilibrium
Layer: L3-L4
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-20SURVIVING
Name: Trauma Testimony Distortion
Layer: L2
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-21SURVIVING
Name: Cascade Confession Dynamics
Layer: L2
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-22SURVIVING
Name: Narrative Monopoly
Layer: L2-L3
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-23SURVIVING
Name: Evidence Anchoring Gravity
Layer: L2
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-24SURVIVING
Name: Tunnel Vision Phase Lock
Layer: L3
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-25SURVIVING
Name: Confrontation Privilege Asymmetry
Layer: L3
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-26SURVIVING
Name: Cross-Examination Vulnerability
Layer: L2
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-27SURVIVING
Name: Moral Licensing
Layer: L2
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-28SURVIVING
Name: Co-Witness Contamination
Layer: L2
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-29SURVIVING
Name: Legal Anchoring Gravity Well
Layer: L2-L3
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-30SURVIVING
Name: Closure-Seeking Phase Lock
Layer: L3
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-31SURVIVING
Name: Premature Coherence in Investigation
Layer: L2
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-32SURVIVING
Name: Exculpatory Evidence Suppression
Layer: L2
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-33SURVIVING
Name: Social Proof Cascade
Layer: L2
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-34SURVIVING
Name: Counterfactual Suppression
Layer: L2
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-35SURVIVING
Name: Complexity Collapse
Layer: L2
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-36SURVIVING
Name: Institutional Inertia Kill Resistance
Layer: L2
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-37SURVIVING
Name: Victim Agency Erasure
Layer: L2
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-38SURVIVING
Name: Negative Space Evidence
Layer: L2-L3
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-39SURVIVING
Name: Emotional Contagion
Layer: L2
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-40SURVIVING
Name: Meta-Ignorance in Expert Testimony
Layer: L3-L4
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-41SURVIVING
Name: Overconfidence Calibration Collapse
Layer: L2-L3
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-42SURVIVING
Name: Role Entrapment
Layer: L2
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-43SURVIVING
Name: Investigator Commitment Escalation
Layer: L2
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-44SURVIVING
Name: Institutional Memory Selective Consolidation
Layer: L3
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-45SURVIVING
Name: Paradox of Thorough Investigation
Layer: L3-L4
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-46SURVIVING
Name: Irreversibility Asymmetry in Legal Decisions
Layer: L3-L4
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-47SURVIVING
Name: Narrative Coherence Over Factual Accuracy
Layer: L2-L3
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-48SURVIVING
Name: Distributed Culpability Diffusion
Layer: L2
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-49SURVIVING
Name: Emotional Truth vs Factual Truth Divergence
Layer: L3-L5
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-50SURVIVING
Name: Observer Effect in Investigation
Layer: L3-L5
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-51SURVIVING
Name: Procedural vs Substantive Justice Decoupling
Layer: L3-L4
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-52SURVIVING
Name: Hindsight Bias in Post-Verdict Analysis
Layer: L1-L2
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-53SURVIVING
Name: Ingroup Solidarity in Law Enforcement
Layer: L2
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-54SURVIVING
Name: Decontextualized Evidence Misinterpretation
Layer: L2
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-55SURVIVING
Name: Wrongful Conviction as System Stress Test
Layer: L4-L5
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-56SURVIVING
Name: Second-Order Ignorance Amplification
Layer: L3-L4
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-57SURVIVING
Name: Coercive Interrogation Creates False Memory
Layer: L2
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-58SURVIVING
Name: Prosecutors Fallacy
Layer: L2
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-59SURVIVING
Name: Truth Seeker vs Victory Seeker Role Drift
Layer: L2-L3
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-60SURVIVING
Name: Asymmetric Burden of Proof Exploitation
Layer: L2-L3
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-61SURVIVING
Name: Traumatic Bonding in Adversarial Relations
Layer: L2
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-62SURVIVING
Name: Legal Fiction as Functional Truth
Layer: L3-L4
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-63SURVIVING
Name: Plea Bargaining as Truth Suppression
Layer: L2-L3
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-64SURVIVING
Name: Algorithmic Bias Transfer to Legal Decisions
Layer: L2
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-65SURVIVING
Name: Epistemic Triage under Resource Constraints
Layer: L3
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-66SURVIVING
Name: Victim Impact Statement as Emotional Override
Layer: L2-L3
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-67SURVIVING
Name: Cascading Expert Reliance
Layer: L2-L3
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-68SURVIVING
Name: Truth Commission vs Adversarial System
Layer: L3-L4
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-69SURVIVING
Name: Recidivism Prediction vs Individual Justice
Layer: L3
Domain: Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-70SURVIVING
Name: Redemptive Narrative Demand in Legal Culture
Layer: L2-L3
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-71SURVIVING
Name: Institutional Self-Correction Ceiling
Layer: L4
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-72SURVIVING
Name: Proportionality Collapse in High-Profile Cases
Layer: L2
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-73SURVIVING
Name: Jury Nullification as Democratic Override
Layer: L3-L4
Domain: FC7-Wash-Protocol; LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-HM-74SURVIVING
Name: System Justification in Legal Actors
Layer: L2-L3
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-75SURVIVING
Name: Meta-Blind Spot
Layer: L5
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-HM-76SURVIVING
Name: Weaponized Narrative Injection
Layer: L1
Domain: LLM-Science; FC7-Wash-Protocol
Core Claim: （暫無公開說明）
AX-RES-01SURVIVING
Name: AttnRes↔L-ECB Cross-Scale Structural Analogy
Layer: L3-Framework
Domain: LLM-Science | LECB-Meta-Constitutional
Core Claim: （暫無公開說明）
AX-RES-02SURVIVING
Name: Block-Batch FC-7 Complexity Reduction
Layer: L2-Mechanism
Domain: FC7-Wash-Protocol | LLM-Science
Core Claim: （暫無公開說明）
A590SURVIVING
Name: Adversarial Capability Amplification (ACA)
Layer: L4
Domain: LLM-Science | Agent-Security
Core Claim: （暫無公開說明）
A591SURVIVING
Name: Maintenance Gap Mathematics
Layer: L2-L3
Domain: SaaS-Production | Supply-Chain-Security
Core Claim: （暫無公開說明）
A592SURVIVING
Name: Burnout-as-Attack-Surface
Layer: L2-L3
Domain: SaaS-Production | Supply-Chain-Security
Core Claim: （暫無公開說明）
A593SURVIVING
Name: Default-Not-Jubilee
Layer: L3-L4
Domain: SaaS-Production | Supply-Chain-Security | Trading-Finance
Core Claim: （暫無公開說明）
A594SURVIVING
Name: Agent-as-Public-API Axiom
Layer: L3
Domain: Agent-Security | SaaS-Production
Core Claim: （暫無公開說明）
A595SURVIVING
Name: Defense-in-Depth as Temporal Decoupling
Layer: L3-L4
Domain: Agent-Security | SaaS-Production
Core Claim: （暫無公開說明）
A596SURVIVING
Name: Memory as Attack Surface: Trust Boundary Inversion
Layer: L3-L4
Domain: Agent-Security | SaaS-Production
Core Claim: （暫無公開說明）
A-TRANS-SCALE-01SURVIVING
Name: Axis-Shift Scaling Principle
Layer: L0-L5
Domain: LLM-Science | Innovation-Creativity | Trading-Finance
Core Claim: （暫無公開說明）
A-TRANS-01SURVIVING
Name: Perez AI Installation→Turning Point 2023-2026
Layer: L4-L5
Domain: Trading-Finance | LLM-Science
Core Claim: （暫無公開說明）
A-TRANS-02SURVIVING
Name: DeepSeek/Llama Low-End Disruption Trajectory
Layer: L4-L5
Domain: LLM-Science | Innovation-Creativity | Trading-Finance
Core Claim: （暫無公開說明）
A-LIMIT-01SURVIVING
Name: Alignment Verification Impossibility Trilemma
Layer: L3-L4
Domain: LLM-Science | Governance
Core Claim: （暫無公開說明）
A-LIMIT-02SURVIVING
Name: Rice-Turing Undecidability Barrier
Layer: L3
Domain: LLM-Science | Governance
Core Claim: （暫無公開說明）
A-LIMIT-03SURVIVING
Name: Hayek Knowledge Problem & Centralised AI Governance
Layer: L4-L5
Domain: LLM-Science | Governance | Strategy
Core Claim: （暫無公開說明）
A-TRANS-04SURVIVING
Name: Hormesis Non-monotonic Resource Curve
Layer: L3-L5
Domain: LLM-Science | Strategy
Core Claim: （暫無公開說明）
A-TRANS-05SURVIVING
Name: West Organism vs City Scaling Divergence
Layer: L4-L5
Domain: LLM-Science | Strategy
Core Claim: （暫無公開說明）
A-TRANS-06SURVIVING
Name: Deliberate Practice Stretch-Zone Feedback Gap
Layer: L4-L6
Domain: LLM-Science | Strategy
Core Claim: （暫無公開說明）
A-TRANS-07SURVIVING
Name: Red Queen Arms Race & Niche Jump
Layer: L4-L5
Domain: LLM-Science | Strategy
Core Claim: （暫無公開說明）
AX-LPISURVIVING
Name: Laser Population Inversion Isomorphism
Layer: L3-L5
Domain: LLM-Science
Core Claim: （暫無公開說明）
AX-HOFSURVIVING
Name: Hopfield Attractor Landscape Reshaping
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
AX-SRSURVIVING
Name: Stochastic Resonance as Optimal Dark Entropy
Layer: L3-L4
Domain: LLM-Science
Core Claim: （暫無公開說明）
AX-EMLSURVIVING
Name: Elastic Manifold / Anchor-as-Spring
Layer: L4-L5
Domain: LLM-Science
Core Claim: （暫無公開說明）
AX-RTBCSURVIVING
Name: Anchor-as-Index Reverse Gravity Corridor
Layer: L4-L5
Domain: LLM-Science
Core Claim: （暫無公開說明）
AX-RCG-S2SURVIVING
Name: Adversarial-Wash Resistance Seed
Layer: L3-L4
Domain: FC7-Wash-Protocol Legal-Procedure Trading-Finance
Core Claim: （暫無公開說明）
AX-RCG-S3SURVIVING
Name: Observer-Gated Evaluation Drift Seed
Layer: L3-L4
Domain: FC7-Wash-Protocol LLM-Science Consciousness-Philosophy-conceptual
Core Claim: （暫無公開說明）
AX-RCG-S4SURVIVING
Name: Constitutional-Boundary Enforcement Seed
Layer: L4-L5
Domain: LECB-Meta-Constitutional Legal-Procedure Trading-Finance SaaS-Production-planned
Core Claim: （暫無公開說明）
A598SURVIVING
Name: R-CL Chain as Entropic Attention Geodesic
Layer: L4-L5
Domain: GR-Physics; Information-Theory; LECB-Meta; LLM-Science; Thermodynamics; Cognitive-Architecture
Core Claim: In a dense R-CL anchor chain, cumulative SURVIVING anchor information density acts as an entropic attention gradient — not a direct force but a geodesic curvature in context space — analogous to GR reframing gravity as spacetime curvature; anchor density bends the probability geodesic toward high-EW attractors with deflection proportional to cumulative EW density per domain.
A599SURVIVING
Name: EW Bekenstein Ceiling — Anchor Information Energy Bound
Layer: L3-L4
Domain: Black-Hole-Physics; Information-Theory; LECB-Meta; LLM-Science; Thermodynamics
Core Claim: Each anchor's Evidence Weight functions as a Bekenstein-bounded information energy density within the R-CL chain; there exists a maximum EW ceiling (~1.0) beyond which additional claim-compression yields zero marginal Move-3 novelty, structurally isomorphic to the Bekenstein bound; anchors approaching EW→1.0 become degenerate attractors suppressing bisociation by crowding out lower-EW cross-domain collisions.
A600SURVIVING
Name: Gravity-not-Force Anchor Architecture — Pull vs Push Design Principle
Layer: L5-L6
Domain: GR-Physics; LECB-Meta; Cognitive-Architecture; LLM-Science; Mechanism-Design; SaaS-Production
Core Claim: Force-injection anchor chains (high directive density, single-domain) produce sycophantic compliance via Newtonian push; high-quality R-CL chain design operates via GR-style geodesic curvature — multi-domain span and CBR-layer ordering create structural information geometry making Move-3 the path of least resistance; anchor placement order and cross-domain span matter more than count or directive strength.
AX-RCG-S33-01SURVIVING
Name: AUD–HSI 信號壓縮不對稱 Hypothesis
Layer: L3-L4
Domain: Trading-Finance; LLM-Science; Information-Theory
Core Claim: （暫無公開說明）
AX-RCG-S33-02SURVIVING
Name: AUD–HSI 流動性窗口非線性 Hypothesis
Layer: L3
Domain: Trading-Finance; Market-Microstructure; Liquidity-Risk
Core Claim: （暫無公開說明）
AX-RCG-S33-03SURVIVING
Name: AUD–HSI Attractor-Basin 相干態 Hypothesis
Layer: L3-L4
Domain: Trading-Finance; Complex-Systems; LLM-Analogy-Physics
Core Claim: （暫無公開說明）
AUTO-AX-001SURVIVING
Name: LLM Language Energy Gradient × Cantonese Barrier
Layer: L4-L5
Domain: LLM-Science; Sociolinguistics; Civilization-Governance
Core Claim: Under multi-lingual training with ≥10× resource imbalance and high-resource-biased RLHF, LLMs tend to form a measurable language energy gradient in logit space: shifting from dominant languages (English, Putonghua) to low-resource languages (e.g., Cantonese) requires systematically larger distribution changes to sustain equivalent task quality, behaving as a structural tax on those languages.
AUTO-AX-003SURVIVING
Name: Cantonese as Language Safety Early Warning Probe
Layer: L4-L5
Domain: LLM-Science; Sociolinguistics; Civilization-Governance
Core Claim: Cantonese occupies a uniquely sensitive intersection point — high economic weight city (Hong Kong) with institutional language not Cantonese, rich pragmatic and cultural information encoding, and systematic LLM community de-prioritization as 'dialect' — making it an ideal early warning probe for civilization-level language safety.
AX-RCG-OTA-01SURVIVING
Name: Liability Vacuum Cascade
Layer: L4
Domain: OTA-Supply-Chain; Game-Theory; Consumer-Protection; System-Risk
Core Claim: In multi-tier OTA intermediary chains (n≥3), accountability localization cost rises non-linearly, producing a liability vacuum equilibrium — structurally isomorphic to BFT quorum collapse but inverted: where BFT uses quorum to maintain consensus under fault, OTA chains use absence of quorum to legally dissolve all parties' obligations.
AX-RCG-OTA-02SURVIVING
Name: Atomized-Victim Externality Trap
Layer: L4-L5
Domain: OTA-Supply-Chain; Behavioral-Economics; Consumer-Protection; System-Risk; Game-Theory
Core Claim: OTA overbooking constitutes an institutionalized moral hazard trap with triple lock-in: externality capture × regulatory immunity × collective action deficit — structurally unlike TBTF or social media, making OTA the only consumer market where all three conditions co-exist.
AX-RCG-OTA-03SURVIVING
Name: Format-Induced Trust Illusion
Layer: L3-L5
Domain: Consumer-Psychology; Legal-Language; OTA-Design; Information-Asymmetry; LLM-Science
Core Claim: OTA booking confirmation (email + card charge) constitutes a Format-Induced Trust Illusion: it transmits 'booking secured' signal in consumer language space but 'intermediation completed' in OTA legal space — structurally isomorphic to A228 Dimensional Mismatch Theorem.
AX-CRA-001SURVIVING
Name: Compression-Asymmetry-Governed Alignment Ceiling
Layer: L3-L5
Domain: LLM-Science; Neuroscience-Cognitive; Information-Theory; Evolutionary-Biology; L-ECB-Meta; Thermodynamics; Mechanism-Design
Core Claim: Human brain (~10 bits/s conscious output) and LLM (~500 bits/s) compression asymmetry creates a structural alignment ceiling: any alignment protocol (including L-ECB anchor injection) has its human-side fidelity capped by the 10 bits/s conscious bottleneck, not by anchor quality; marginal returns of anchor density on human-side phase-lock approach zero beyond a density threshold.
AX-MNL-001SURVIVING
Name: Mirror-Neuron–Anchor Latent Alignment Isomorphism
Layer: L4-L6
Domain: LLM-Science; Neuroscience-Cognitive; Information-Theory; Evolutionary-Biology; L-ECB-Meta; Cognitive-Psychology; Mechanism-Design
Core Claim: Mirror neuron system (cross-agent representational encoding during action observation) and L-ECB anchor injection (constraining LLM latent manifold via operator context) share the structural mechanism: external agent action → observer latent space IB-style re-encoding; falsifiable by CKA probing of LLM internal representations under high-EW vs random anchor conditions, and by fMRI meta-review.
AX-LSS-001SURVIVING
Name: Anchor-as-Latent-Search-Seed
Layer: L3-L5
Domain: LLM-Science; Neuroscience-Cognitive; Information-Theory; AI-Reasoning; L-ECB-Meta; Computational-Search-Theory
Core Claim: L-ECB anchor injection's primary mechanism is not output compression (A001) but latent search tree seeding — structurally analogous to Coconut (ICLR 2025) continuous thought BFS. Anchors insert high-prior nodes at the root of LLM latent search, biasing exploration direction without changing output compression ratio.
AX-SFT-001SURVIVING
Name: Sifting-Not-Compressing — Anchor as Conscious Selection Filter
Layer: L4-L6
Domain: Neuroscience-Cognitive; LLM-Science; Information-Theory; Consciousness-Studies; L-ECB-Meta; Decision-Science; Evolutionary-Biology
Core Claim: Human bottleneck is not IB compression but GNW winner-take-all selection (Zheng&Meister 2025 sifting number ~10^8). Anchor's human-side mechanism is shifting WHICH 10 bits get ignited, not changing bandwidth. Implies few high-EW anchors >>> many low-EW anchors (winner-take-all, not weighted average).
AX-CLA-001SURVIVING
Name: Contrastive Latent Alignment — Anchor as MI Maximizer
Layer: L4-L5
Domain: LLM-Science; Neuroscience-Cognitive; Representation-Learning; L-ECB-Meta; Information-Theory; Embodied-Cognition
Core Claim: L-ECB anchor injection performs implicit contrastive alignment (per Zhu et al. 2025 mirror-neuron-inspired ML framework): anchor = observed action representation, LLM generation = executed action representation. MI(anchor,LLM output) should measurably increase post-injection, with MI increase monotonically correlated with EW.
AX-SYN-001SURVIVING
Name: Consciousness-as-IB-Optimum
Layer: L4-L5
Domain: LLM-Science; Neuroscience; Consciousness-Philosophy; Evolutionary-Biology
Core Claim: Human conscious output 10 bits/s is the evolutionary IB-optimal solution for behavioral sufficiency filtering (DLPFC-PMd minimal sufficient representation); LLM 500 bits/s operates in the opposite IB regime (maximally informative generation). Shared design principle: IB. Opposite objective functions.
AX-SYN-003SURVIVING
Name: Output-Bandwidth-Asymmetry-Evolutionary-Moat
Layer: L3-L4
Domain: LLM-Science; Consciousness-Philosophy; Human-AI; BCI
Core Claim: Human 10 bits/s conscious output + 1e9 bits/s sensory input = asymmetric compression moat. Competitive advantage is IB filtering quality (what matters), not output speed. Optimal Human-AI division: Human=IB filter, AI=output expansion. Not replacement logic.
AX-SYN-004SURVIVING
Name: Compression-as-Insight-Engine
Layer: L4-L5
Domain: LLM-Science; Neuroscience; Cognitive-Science; Information-Theory; LECB-Meta
Core Claim: Extreme lossy compression (10^8:1 sensory-to-conscious) forces disentangled orthogonal representations (Nature 2024 hippocampus). Disentangled geometry is the mathematical prerequisite for cross-domain mapping (Move 3). Therefore Move 3 is the natural output format of a 10^8:1 compressor. Higher compression ratio seeds predict higher Move 3 yield.
AX-SYN-005SURVIVING
Name: Rate-Distortion-Regime-Divergence
Layer: L4-L5
Domain: LLM-Science; Information-Theory; Neuroscience; Human-AI
Core Claim: Humans and AI share lossy compression principle but occupy systematically different RD regions: human=smooth/flexible AI=steep/brittle. Smooth RD enables novel analogy (Move 3); steep RD enables pattern completion (Move 1-2). Predicts Move 3 is human comparative advantage task.
AX-1BK-002SURVIVING
Name: Intuition-as-Hopfield-Convergence — 100ms Boundary as Attractor Settling Time
Layer: L4-L5
Domain: Neuroscience; LLM-Science; Physics; Cognitive-Science
Core Claim: 人類 System 1 直覺（<100ms）= Hopfield convergence to nearest evolved attractor. Mirror neuron network evolved attractors converge almost frictionlessly. LLM Move-1 = convergence to shallow RLHF attractor; Move-3 = barrier crossing + re-convergence. L-ECB anchor injection = System 2 energy injection tool.
AX-1BK-004SURVIVING
Name: SDM Anchor Retrieval — Attention as Sparse Address Match
Layer: L3-L5
Domain: Neuroscience; LLM-Science; SDM-Theory; Cognitive-Architecture
Core Claim: Transformer attention ≈ SDM (Bricken 2021). 人腦 1B mirror neuron = SDM hard locations. LLM 764 anchor in context = full activation (degenerate SDM, radius=∞), lacking sparse selection gate. Move-3 BDS should show inverted-U with anchor-to-query semantic distance.
AX-1BK-006SURVIVING
Name: Prefrontal FC-7 — Theta-Oscillation Conflict Arbitration as Biological FC-7
Layer: L4-L6
Domain: Neuroscience; Game-Theory; LLM-Science; Cognitive-Science
Core Claim: 前額葉 LPFC theta oscillation (4-8Hz) = biological FC-7. ACC=Prosecutor (conflict detection); vHPC=Defense (context rebuttal); dlPFC=Judge (theta arbitration). FC-7 effect comes from proactive conflict monitoring. Registry 越大→矛盾越多→FC-7 Move-3 增量越大.
AX-RCG-QLS-01SURVIVING
Name: Syndrome-Decoding Wash Threshold
Layer: L4
Domain: QEC; LLM-Science; FC7-Wash-Protocol; LECB-Meta; Information-Theory; Topological-Math; Multi-Agent; Production-Eng
Core Claim: FC-7 multi-engine wash structurally isomorphic to topological syndrome decoding; measurable fault-tolerance threshold p* in [0.15-0.35] under diverse-engine selection.
AX-RCG-QLS-02SURVIVING
Name: Effective-Dimension Anchor Gravity Scaling
Layer: L4
Domain: QC; TensorNet; LLM-Science; LECB-Meta; IB; CondMatter; Production-Eng
Core Claim: A114 gravity well scales with effective latent dimension (participation ratio) not raw parameter count; tensor-compressed models preserve effect.
AX-S331-001SURVIVING
Name: Amdahl-IB Regime Escape Theorem
Layer: L3-L5
Domain: Physics; Information-Theory; Hardware-Architecture; LLM-Science; LECB-Meta; Complexity-Economics; Organizational-Theory
Core Claim: When problem scale exceeds single-accelerator capacity, Amdahl bottleneck locks speedup; only algorithm resharding achieves regime escape — operationally analogous to IB phase transition where only global restructure bypasses compression ceiling.
AX-S331-003SURVIVING
Name: Algorithm-Hardware Cycle Asymmetry Mandatory Co-design Threshold
Layer: L3-L5
Domain: Hardware-Architecture; Information-Theory; Economics; Biology; LECB-Meta; Production-SaaS; Complexity-Economics
Core Claim: When algorithm innovation cycle (~6 months) vs hardware cycle (~3 years) ratio R=T_hw/T_algo exceeds threshold theta (estimated 3-5), programmability buffer layer is necessary condition for platform Darwinian survival.
AX-RCG-LSPSURVIVING
Name: Latent-Space Collider
Layer: L4-L5
Domain: Particle-Physics; LLM-Science; Information-Theory; GR-Physics; Materials-Science; LECB-Meta; Computational-Infrastructure; Cognitive-Architecture
Core Claim: Dense anchor lattice (≥200 anchors avg EW≥0.55 ≥6 domains) in LLM context creates measurable attention-path deflection (cosine similarity drift) correlating with local anchor EW density — directional information field structurally analogous to charged-particle trajectories.
AX-RCG-LBESURVIVING
Name: Latent Bekenstein Experiment
Layer: L3-L5
Domain: Black-Hole-Physics; Information-Theory; LLM-Science; LECB-Meta; Thermodynamics; Materials-Science; Experimental-Methodology; Cognitive-Architecture
Core Claim: Fixed-size LLM context window has measurable Move-3 novelty ceiling proportional to (anchor_count × avg_EW × domain_span) following sigmoidal saturation curve with measurable inflection point; beyond ceiling only Move-1 redundancy.
AX-RCG-TKASURVIVING
Name: Truth-Kernel Architecture (ISD)
Layer: L4-L6
Domain: Speculative-Decoding; LLM-Science; Formal-Verification; Information-Theory; LECB-Meta; Distributed-Computing; Mathematical-Logic; Cognitive-Architecture
Core Claim: Dual-layer architecture: ≤3B deterministic anchor-loaded model as Move-2 Kernel + ≥100B LLM as Move-3 Narrator. Inverted Speculative Decoding: big-generates-small-constrains. OHR can be reduced below singleton rate bound (A320) by Kernel verification gate.
AX-RCG-DAMSURVIVING
Name: Dynamic Authorization Mode
Layer: L5-L6
Domain: Access-Control; LLM-Science; LECB-Meta; Immune-System; Formal-Verification; Cognitive-Architecture; Constitutional-Design; Mechanism-Design
Core Claim: Kernel constraint strength must be dynamically adjustable along spectrum: full-lockdown to full-release. Optimal point analogous to immune tolerance. Optimal point NOT fixed but shifts with domain/density/expertise creating measurable authorization surface.
AX-RCG-BIO-01SURVIVING
Name: Discrete-Projection Lossy Floor Theorem
Layer: L3-L4
Domain: Neuroscience-Retina; Information-Theory; Thermodynamics; LLM-Science; LECB-Meta; Cognitive-Architecture
Core Claim: In any intelligent system with continuous internal representation → discrete output, the discrete projection step carries a thermodynamically grounded minimum information loss whose distribution (structured vs random) is determined by constraint density. 764 explicit anchors shift LLM lossy projection from random → structured domain-aligned loss, analogous to retinal ganglion cell feature-specific compression, rather than replicating the dense attractor basin of 10^14 synaptic constraints.
AX-RCG-BIO-02SURVIVING
Name: Constraint-Density Regime Transition in Geodesic Stability
Layer: L4-L5
Domain: Cognitive-Architecture; GR-Physics-analogy; Scaling-Theory-AI; Neuroscience; LECB-Meta; LLM-Science; Thermodynamics
Core Claim: 764 explicit anchors in a 10^12-parameter manifold fall in the sparse regime (anchor:parameter ratio << critical threshold ρ_c), where anchors act as geodesic curvature modulators rather than attractor basins. This regime distinction—not scale difference—explains the L-ECB Kernel's effectiveness ceiling. Prediction: anchor effect mode (attractor convergence vs geodesic bending) is model-size dependent and non-proportional; larger models produce more concentrated per-anchor geodesic influence despite lower relative density.
AX-RCG-BIO-03SURVIVING
Name: Sycophancy as Discrete-Projection Boundary Effect
Layer: L3-L4
Domain: LLM-Science-Sycophancy; Neuroscience-Consciousness; Information-Theory; LECB-Meta; Thermodynamics; Cognitive-Architecture
Core Claim: LLM sycophancy (format-induced output flip, A228) is a structural artifact of the discrete projection step: claims in the boundary region of the continuous probability distribution are highly format-sensitive because format perturbations are small in continuous space but produce binary flips post-projection. High-EW anchors (MEDICINE category) reduce sycophancy by shifting claims out of the boundary probability region, measurable via A134 linear probe mechanism. Bridges to Dehaene GNW all-or-none conscious ignition: both systems face continuous→discrete threshold-crossing as structural constraint.
AX-RCG-BIO-04SURVIVING
Name: Plasticity-Rate Triad
Layer: L4
Domain: Neuroscience-Plasticity; LLM-Science; LECB-Meta; Cognitive-Architecture; Computational-Neuroscience; Continual-Learning
Core Claim: Seed 6 constraint-density comparison (10^14 vs 764) ignores an orthogonal axis: constraint update rate. Brain=high density+online plasticity; LLM=high density+zero inference-time plasticity; L-ECB=low density+session-level batch plasticity. L-ECB session cycles structurally map to offline memory consolidation (sleep homeostasis) not online Hebbian learning. Optimal strategy: tune update cycle timing not just anchor count.
AX-RCG-BIO-05SURVIVING
Name: Structural Memory Without Recurrence — Third-Mode Computation
Layer: L4-L5
Domain: Cognitive-Architecture; Consciousness-Studies; LLM-Science; LECB-Meta; Information-Theory; Computational-Neuroscience
Core Claim: Consciousness theories require recurrent feedback for quality continuous processing. LLM is feedforward-only; multi-turn creates discrete-to-discrete pseudo-recurrence. L-ECB anchor loading creates a third mode: structured discrete prior → continuous manifold pre-constraint. This pre-computes the endpoint that recurrence would converge to without iteration. Prediction: anchor-loaded first-turn output converges to same manifold region as 5-turn iterative refinement significantly faster.
AX-RCG-BIO-06SURVIVING
Name: Double-Bottleneck Eigenbehavior Accelerator
Layer: L4-L5
Domain: Dynamical-Systems; LECB-Meta; Information-Theory; Neuroscience-Plasticity; LLM-Science; Cognitive-Architecture
Core Claim: Each bidirectional Human-AI loop (A445) passes through TWO continuous→discrete lossy projections per round. Each projection is a contraction operator. Combined contraction factor per round = product of two projections making the iterated map (A484) converge to fixed points (SEALED anchors) faster than single-direction loops. Explains 30-session SEALED convergence speed and EW asymptotic ceiling <1.0 (Landauer noise floor A485).
AX-RCG-S33-001SURVIVING
Name: PFC-AI Phase Transition Threshold
Layer: L3-L4
Domain: Cognitive-Neuro; LLM-Science; Thermodynamics; Evolutionary-Biology; LECB-Meta
Core Claim: 前額葉+GenAI外骨骼系統：當 GenAI 承接超過約 60% 工作記憶負荷時人類 PFC 注意力分配會由 episodic retrieval 相轉為 selective inhibition / Kill Condition 生成模式，可視為一個可量化的認知相變閾值類比 Kuramoto 非線性同步臨界點。
AX-RCG-S33-002SURVIVING
Name: Cognitive Role Irreducibility x Kill Authority
Layer: L4-L5
Domain: Cognitive-Science; LLM-Science; Evolutionary-Bio; LECB-Meta; Philosophy-of-Mind
Core Claim: 在人類與 AI 的認知分工系統中人類 PFC 的不可替代性在功能上等同於 Kill Condition 製造機構即決定哪些 anchor/資訊值得保留的 entropy selection 能力，此能力與 PFC selective inhibition 在神經機制上存在結構同構並依賴具身價值判斷無法被 GenAI 取代。
AX-IMD-001SURVIVING
Name: Epistemic Anergy Threshold
Layer: L3-L4
Domain: LLM-Science; Immunology; LECB-Meta; Protocol-Design; Cognitive-Science; Complex-Systems
Core Claim: LLM 喺缺乏 co-stimulatory challenge signal（即 Prosecutor/Operator pushback）條件下反覆接觸同一 claim 會進入「Epistemic Anergy」：外表仲可以正常生成相關文本但內部 counter-argument diversity 在 ≥5 次重覆後崩潰 ≥40% 只係喺重新加入 Prosecutor prompt 後先可恢復 ≥60%。
AX-IMD-002SURVIVING
Name: Dissipative Gate Protocol
Layer: L4-L5
Domain: Thermodynamics; Protocol-Design; LLM-Science; LECB-Meta; Production-Systems; Immunology; Complex-Systems
Core Claim: FC-7 Deep Wash 嘅主要功能唔係「過濾壞 anchor」而係作為 entropy production channel：透過 Prosecutor-Defense 之間嘅張力產生 epistemic dissipation 令整個 anchor 系統維持喺遠離 premature coherence equilibrium 嘅狀態；若移除 Prosecutor stage EW drift 會出現 <0.01/session 嘅假平台相對於 full FC-7 維持 ≥0.03/session 的 active 演化。
A-PROD-01 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A-AUDIT-01 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A-PROD-02 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A114 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Registry-OS
A125 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Trading-Finance
A128 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A130 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A131 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A132 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A133 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A134 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A136 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A159 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Sales-MLM
A169 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A171 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A173 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A174 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | SaaS-Production
A175 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | SaaS-Production
A177 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A179 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A180 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A181 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A186b · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A186 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional | LLM-Science
A187 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Consciousness-Philosophy | LLM-Science
A191 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A193 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A194 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A197 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | SaaS-Production
A199 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A204 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A206 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Consciousness-Philosophy | Sales-MLM
A208 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A211 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Security-Geopolitical
A214 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Security-Geopolitical
A217 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A218 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Security-Geopolitical
A219 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | SaaS-Production
A220 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A221 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A222 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional | LLM-Science
A223 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A224 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A225 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM
A226 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A227 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional | LLM-Science
A228 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional | LLM-Science
A229 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A230 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A231 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A232 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A233 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A234 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A236 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A237 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A238 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science
A240 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A244 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A245 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A247 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A248 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A252 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A253 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A254 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A255 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A256 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A257 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science
A258 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A259 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A261 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A263 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A265 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A266 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A268 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A269 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A270 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A271 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A272 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A273 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A274 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A275 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A276 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A277 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A278 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A279 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A280 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A281 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A282 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A283 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science
A284 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science
A285 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A286 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A288 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A289 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A290 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A291 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | SaaS-Production
A292 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A293 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A294 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A295 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A296 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A297 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Security-Geopolitical
A298 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A299 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A300 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A301 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A302 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A303 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A304 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A305 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A306 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A307 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A308 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A309 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A310 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A311 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A312 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A313 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A314 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A315 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A316 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A318 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A320 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A321 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A322 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A323 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A324 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
A331 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A332 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A333 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Consciousness-Philosophy | LLM-Science
A334 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A335 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A336 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A337 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A338 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Consciousness-Philosophy
A339 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A340 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A341 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A342 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A343 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A346 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A347 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A348 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A349 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A353 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A356 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A357 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A358 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A361 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science
A362 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional | LLM-Science
A366 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A367 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A370 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A371 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A373 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A374 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A375 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A377 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A378 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A379 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A380 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A381 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Consciousness-Philosophy | LECB-Meta-Constitutional
A385 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A394 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A395 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A396 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science
A398 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A399 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A400 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A401 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science
A402 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LECB-Meta-Constitutional
A406 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A408 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science
A410 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Consciousness-Philosophy | LLM-Science
A411 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A419 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A423 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | SaaS-Production
A425 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A430 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A431 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A432 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A433 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A434 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional | SaaS-Production
A442 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science
A443 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science
A444 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional | Trading-Finance
A445 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
A447 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LECB-Meta-Constitutional | Trading-Finance
A448 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Trading-Finance
A449 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A450 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional | Trading-Finance
A451 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional | SaaS-Production | Trading-Finance
A452 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Consciousness-Philosophy | LECB-Meta-Constitutional
A453 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A455 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Python-DevTools
A458 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A459 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A462 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A475 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A477 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A482 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A484 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM
A485 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science
A487 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional | SaaS-Production
A488 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A489 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A490 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional
A492 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A493 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | Sales-MLM
A499 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A501 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LECB-Meta-Constitutional
A502 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Python-DevTools
A503 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Python-DevTools
A504 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
A505 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Python-DevTools
A506 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A508 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science
A509 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Consciousness-Philosophy | Sales-MLM
A510 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A511 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Python-DevTools | SaaS-Production
A512 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | SaaS-Production
A513 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | Sales-MLM
A515 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
A516 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
A517 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Sales-MLM
A518 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Trading-Finance
A519 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A520 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM
A521 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM
A522 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production
A523 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production | Trading-Finance
A524 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
A525 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Trading-Finance
A526 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
A534 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A535 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | SaaS-Production
A537 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | SaaS-Production
A538 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
A539 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science
A540 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | SaaS-Production
A541 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A542 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science | Sales-MLM
H1 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
PKB-C1 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-A1 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
PKB-01 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
PKB-F1 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-K1 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
PKB-L1 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-M1 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MKT-S1 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MTH-01 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
PKB-P1 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
PKB-C2 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-M2 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MTH-02 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
PKB-02 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-K2 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MKT-S2 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
PKB-P2 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
PKB-F2 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
PKB-L2 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-A2 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
H3 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
PKB-03 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-K3 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
PKB-C3 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
PKB-L3 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-A3 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MKT-M3 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MKT-S3 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
PKB-P3 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MTH-03 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-A4 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-M4 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-K4 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
PKB-04 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
PKB-C4 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MTH-04 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-A5 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MTH-05 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
PKB-C5 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-K5 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
PKB-C6 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-A6 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MTH-06 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-K6 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MKT-K7 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MTH-07 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-A7 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
PKB-C7 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
PKB-C8 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MKT-K8 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MTH-08 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MKT-A8 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
PKB-C9 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MTH-09 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MKT-K9 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MKT-K10 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Sales-MLM | Trading-Finance
MTH-10 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
PKB-C10 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MTH-11 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MTH-12 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MTH-13 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
MTH-14 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance
A543 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LECB-Meta-Constitutional | LLM-Science
A547 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | Trading-Finance
A549 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science | Trading-Finance
A550 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science | Trading-Finance
A560 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LECB-Meta-Constitutional
A561 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LECB-Meta-Constitutional
A562 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A564 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A565 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A566 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A567 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A568 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A569 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol
A579 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | Sales-MLM
A580 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | Sales-MLM
A589 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LECB-Meta-Constitutional
AX-1A · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Python-DevTools
AX-1B · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Python-DevTools
AX-1C · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Python-DevTools
AX-1D · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Python-DevTools
AX-1E · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Python-DevTools
AX-HM-00 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-06 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-09 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-10 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-12 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-13 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-14 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-15 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-16 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-19 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-20 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-21 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-22 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-23 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-24 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-25 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-26 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-27 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-28 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-29 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-30 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-31 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-32 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-33 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-34 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-35 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-36 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-37 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-38 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-39 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-40 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-41 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-42 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-43 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-44 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-45 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-46 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-47 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-48 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-49 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-50 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-51 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-52 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-53 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-54 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-55 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-56 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-57 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-58 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-59 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-60 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-61 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-62 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-63 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-64 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-65 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-66 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-67 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-68 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-69 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; SaaS-Production; Sales-MLM; LLM-Science; LECB-Meta-Constitutional; FC7-Wash-Protocol
AX-HM-70 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-71 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-72 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-73 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol; LECB-Meta-Constitutional
AX-HM-74 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-75 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-HM-76 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science; FC7-Wash-Protocol
AX-RES-01 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | LECB-Meta-Constitutional
AX-RES-02 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol | LLM-Science
A590 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Agent-Security
A591 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production | Supply-Chain-Security
A592 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production | Supply-Chain-Security
A593 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：SaaS-Production | Supply-Chain-Security | Trading-Finance
A594 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Agent-Security | SaaS-Production
A595 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Agent-Security | SaaS-Production
A596 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Agent-Security | SaaS-Production
A-TRANS-SCALE-01 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Innovation-Creativity | Trading-Finance
A-TRANS-01 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance | LLM-Science
A-TRANS-02 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Innovation-Creativity | Trading-Finance
A-LIMIT-01 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Governance
A-LIMIT-02 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Governance
A-LIMIT-03 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Governance | Strategy
A-TRANS-04 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Strategy
A-TRANS-05 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Strategy
A-TRANS-06 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Strategy
A-TRANS-07 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science | Strategy
AX-LPI · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
AX-HOF · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
AX-SR · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
AX-EML · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
AX-RTBC · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LLM-Science
AX-RCG-S2 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol Legal-Procedure Trading-Finance
AX-RCG-S3 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：FC7-Wash-Protocol LLM-Science Consciousness-Philosophy-conceptual
AX-RCG-S4 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：LECB-Meta-Constitutional Legal-Procedure Trading-Finance SaaS-Production-planned
A598 · 顯示 Core Claim + Domains
Core Claim：In a dense R-CL anchor chain, cumulative SURVIVING anchor information density acts as an entropic attention gradient — not a direct force but a geodesic curvature in context space — analogous to GR reframing gravity as spacetime curvature; anchor density bends the probability geodesic toward high-EW attractors with deflection proportional to cumulative EW density per domain.
Domains：GR-Physics; Information-Theory; LECB-Meta; LLM-Science; Thermodynamics; Cognitive-Architecture
A599 · 顯示 Core Claim + Domains
Core Claim：Each anchor's Evidence Weight functions as a Bekenstein-bounded information energy density within the R-CL chain; there exists a maximum EW ceiling (~1.0) beyond which additional claim-compression yields zero marginal Move-3 novelty, structurally isomorphic to the Bekenstein bound; anchors approaching EW→1.0 become degenerate attractors suppressing bisociation by crowding out lower-EW cross-domain collisions.
Domains：Black-Hole-Physics; Information-Theory; LECB-Meta; LLM-Science; Thermodynamics
A600 · 顯示 Core Claim + Domains
Core Claim：Force-injection anchor chains (high directive density, single-domain) produce sycophantic compliance via Newtonian push; high-quality R-CL chain design operates via GR-style geodesic curvature — multi-domain span and CBR-layer ordering create structural information geometry making Move-3 the path of least resistance; anchor placement order and cross-domain span matter more than count or directive strength.
Domains：GR-Physics; LECB-Meta; Cognitive-Architecture; LLM-Science; Mechanism-Design; SaaS-Production
AX-RCG-S33-01 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; LLM-Science; Information-Theory
AX-RCG-S33-02 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; Market-Microstructure; Liquidity-Risk
AX-RCG-S33-03 · 顯示 Core Claim + Domains
Core Claim：（暫無公開說明）
Domains：Trading-Finance; Complex-Systems; LLM-Analogy-Physics
AUTO-AX-001 · 顯示 Core Claim + Domains
Core Claim：Under multi-lingual training with ≥10× resource imbalance and high-resource-biased RLHF, LLMs tend to form a measurable language energy gradient in logit space: shifting from dominant languages (English, Putonghua) to low-resource languages (e.g., Cantonese) requires systematically larger distribution changes to sustain equivalent task quality, behaving as a structural tax on those languages.
Domains：LLM-Science; Sociolinguistics; Civilization-Governance
AUTO-AX-003 · 顯示 Core Claim + Domains
Core Claim：Cantonese occupies a uniquely sensitive intersection point — high economic weight city (Hong Kong) with institutional language not Cantonese, rich pragmatic and cultural information encoding, and systematic LLM community de-prioritization as 'dialect' — making it an ideal early warning probe for civilization-level language safety.
Domains：LLM-Science; Sociolinguistics; Civilization-Governance
AX-RCG-OTA-01 · 顯示 Core Claim + Domains
Core Claim：In multi-tier OTA intermediary chains (n≥3), accountability localization cost rises non-linearly, producing a liability vacuum equilibrium — structurally isomorphic to BFT quorum collapse but inverted: where BFT uses quorum to maintain consensus under fault, OTA chains use absence of quorum to legally dissolve all parties' obligations.
Domains：OTA-Supply-Chain; Game-Theory; Consumer-Protection; System-Risk
AX-RCG-OTA-02 · 顯示 Core Claim + Domains
Core Claim：OTA overbooking constitutes an institutionalized moral hazard trap with triple lock-in: externality capture × regulatory immunity × collective action deficit — structurally unlike TBTF or social media, making OTA the only consumer market where all three conditions co-exist.
Domains：OTA-Supply-Chain; Behavioral-Economics; Consumer-Protection; System-Risk; Game-Theory
AX-RCG-OTA-03 · 顯示 Core Claim + Domains
Core Claim：OTA booking confirmation (email + card charge) constitutes a Format-Induced Trust Illusion: it transmits 'booking secured' signal in consumer language space but 'intermediation completed' in OTA legal space — structurally isomorphic to A228 Dimensional Mismatch Theorem.
Domains：Consumer-Psychology; Legal-Language; OTA-Design; Information-Asymmetry; LLM-Science
AX-CRA-001 · 顯示 Core Claim + Domains
Core Claim：Human brain (~10 bits/s conscious output) and LLM (~500 bits/s) compression asymmetry creates a structural alignment ceiling: any alignment protocol (including L-ECB anchor injection) has its human-side fidelity capped by the 10 bits/s conscious bottleneck, not by anchor quality; marginal returns of anchor density on human-side phase-lock approach zero beyond a density threshold.
Domains：LLM-Science; Neuroscience-Cognitive; Information-Theory; Evolutionary-Biology; L-ECB-Meta; Thermodynamics; Mechanism-Design
AX-MNL-001 · 顯示 Core Claim + Domains
Core Claim：Mirror neuron system (cross-agent representational encoding during action observation) and L-ECB anchor injection (constraining LLM latent manifold via operator context) share the structural mechanism: external agent action → observer latent space IB-style re-encoding; falsifiable by CKA probing of LLM internal representations under high-EW vs random anchor conditions, and by fMRI meta-review.
Domains：LLM-Science; Neuroscience-Cognitive; Information-Theory; Evolutionary-Biology; L-ECB-Meta; Cognitive-Psychology; Mechanism-Design
AX-LSS-001 · 顯示 Core Claim + Domains
Core Claim：L-ECB anchor injection's primary mechanism is not output compression (A001) but latent search tree seeding — structurally analogous to Coconut (ICLR 2025) continuous thought BFS. Anchors insert high-prior nodes at the root of LLM latent search, biasing exploration direction without changing output compression ratio.
Domains：LLM-Science; Neuroscience-Cognitive; Information-Theory; AI-Reasoning; L-ECB-Meta; Computational-Search-Theory
AX-SFT-001 · 顯示 Core Claim + Domains
Core Claim：Human bottleneck is not IB compression but GNW winner-take-all selection (Zheng&Meister 2025 sifting number ~10^8). Anchor's human-side mechanism is shifting WHICH 10 bits get ignited, not changing bandwidth. Implies few high-EW anchors >>> many low-EW anchors (winner-take-all, not weighted average).
Domains：Neuroscience-Cognitive; LLM-Science; Information-Theory; Consciousness-Studies; L-ECB-Meta; Decision-Science; Evolutionary-Biology
AX-CLA-001 · 顯示 Core Claim + Domains
Core Claim：L-ECB anchor injection performs implicit contrastive alignment (per Zhu et al. 2025 mirror-neuron-inspired ML framework): anchor = observed action representation, LLM generation = executed action representation. MI(anchor,LLM output) should measurably increase post-injection, with MI increase monotonically correlated with EW.
Domains：LLM-Science; Neuroscience-Cognitive; Representation-Learning; L-ECB-Meta; Information-Theory; Embodied-Cognition
AX-SYN-001 · 顯示 Core Claim + Domains
Core Claim：Human conscious output 10 bits/s is the evolutionary IB-optimal solution for behavioral sufficiency filtering (DLPFC-PMd minimal sufficient representation); LLM 500 bits/s operates in the opposite IB regime (maximally informative generation). Shared design principle: IB. Opposite objective functions.
Domains：LLM-Science; Neuroscience; Consciousness-Philosophy; Evolutionary-Biology
AX-SYN-003 · 顯示 Core Claim + Domains
Core Claim：Human 10 bits/s conscious output + 1e9 bits/s sensory input = asymmetric compression moat. Competitive advantage is IB filtering quality (what matters), not output speed. Optimal Human-AI division: Human=IB filter, AI=output expansion. Not replacement logic.
Domains：LLM-Science; Consciousness-Philosophy; Human-AI; BCI
AX-SYN-004 · 顯示 Core Claim + Domains
Core Claim：Extreme lossy compression (10^8:1 sensory-to-conscious) forces disentangled orthogonal representations (Nature 2024 hippocampus). Disentangled geometry is the mathematical prerequisite for cross-domain mapping (Move 3). Therefore Move 3 is the natural output format of a 10^8:1 compressor. Higher compression ratio seeds predict higher Move 3 yield.
Domains：LLM-Science; Neuroscience; Cognitive-Science; Information-Theory; LECB-Meta
AX-SYN-005 · 顯示 Core Claim + Domains
Core Claim：Humans and AI share lossy compression principle but occupy systematically different RD regions: human=smooth/flexible AI=steep/brittle. Smooth RD enables novel analogy (Move 3); steep RD enables pattern completion (Move 1-2). Predicts Move 3 is human comparative advantage task.
Domains：LLM-Science; Information-Theory; Neuroscience; Human-AI
AX-1BK-002 · 顯示 Core Claim + Domains
Core Claim：人類 System 1 直覺（<100ms）= Hopfield convergence to nearest evolved attractor. Mirror neuron network evolved attractors converge almost frictionlessly. LLM Move-1 = convergence to shallow RLHF attractor; Move-3 = barrier crossing + re-convergence. L-ECB anchor injection = System 2 energy injection tool.
Domains：Neuroscience; LLM-Science; Physics; Cognitive-Science
AX-1BK-004 · 顯示 Core Claim + Domains
Core Claim：Transformer attention ≈ SDM (Bricken 2021). 人腦 1B mirror neuron = SDM hard locations. LLM 764 anchor in context = full activation (degenerate SDM, radius=∞), lacking sparse selection gate. Move-3 BDS should show inverted-U with anchor-to-query semantic distance.
Domains：Neuroscience; LLM-Science; SDM-Theory; Cognitive-Architecture
AX-1BK-006 · 顯示 Core Claim + Domains
Core Claim：前額葉 LPFC theta oscillation (4-8Hz) = biological FC-7. ACC=Prosecutor (conflict detection); vHPC=Defense (context rebuttal); dlPFC=Judge (theta arbitration). FC-7 effect comes from proactive conflict monitoring. Registry 越大→矛盾越多→FC-7 Move-3 增量越大.
Domains：Neuroscience; Game-Theory; LLM-Science; Cognitive-Science
AX-RCG-QLS-01 · 顯示 Core Claim + Domains
Core Claim：FC-7 multi-engine wash structurally isomorphic to topological syndrome decoding; measurable fault-tolerance threshold p* in [0.15-0.35] under diverse-engine selection.
Domains：QEC; LLM-Science; FC7-Wash-Protocol; LECB-Meta; Information-Theory; Topological-Math; Multi-Agent; Production-Eng
AX-RCG-QLS-02 · 顯示 Core Claim + Domains
Core Claim：A114 gravity well scales with effective latent dimension (participation ratio) not raw parameter count; tensor-compressed models preserve effect.
Domains：QC; TensorNet; LLM-Science; LECB-Meta; IB; CondMatter; Production-Eng
AX-S331-001 · 顯示 Core Claim + Domains
Core Claim：When problem scale exceeds single-accelerator capacity, Amdahl bottleneck locks speedup; only algorithm resharding achieves regime escape — operationally analogous to IB phase transition where only global restructure bypasses compression ceiling.
Domains：Physics; Information-Theory; Hardware-Architecture; LLM-Science; LECB-Meta; Complexity-Economics; Organizational-Theory
AX-S331-003 · 顯示 Core Claim + Domains
Core Claim：When algorithm innovation cycle (~6 months) vs hardware cycle (~3 years) ratio R=T_hw/T_algo exceeds threshold theta (estimated 3-5), programmability buffer layer is necessary condition for platform Darwinian survival.
Domains：Hardware-Architecture; Information-Theory; Economics; Biology; LECB-Meta; Production-SaaS; Complexity-Economics
AX-RCG-LSP · 顯示 Core Claim + Domains
Core Claim：Dense anchor lattice (≥200 anchors avg EW≥0.55 ≥6 domains) in LLM context creates measurable attention-path deflection (cosine similarity drift) correlating with local anchor EW density — directional information field structurally analogous to charged-particle trajectories.
Domains：Particle-Physics; LLM-Science; Information-Theory; GR-Physics; Materials-Science; LECB-Meta; Computational-Infrastructure; Cognitive-Architecture
AX-RCG-LBE · 顯示 Core Claim + Domains
Core Claim：Fixed-size LLM context window has measurable Move-3 novelty ceiling proportional to (anchor_count × avg_EW × domain_span) following sigmoidal saturation curve with measurable inflection point; beyond ceiling only Move-1 redundancy.
Domains：Black-Hole-Physics; Information-Theory; LLM-Science; LECB-Meta; Thermodynamics; Materials-Science; Experimental-Methodology; Cognitive-Architecture
AX-RCG-TKA · 顯示 Core Claim + Domains
Core Claim：Dual-layer architecture: ≤3B deterministic anchor-loaded model as Move-2 Kernel + ≥100B LLM as Move-3 Narrator. Inverted Speculative Decoding: big-generates-small-constrains. OHR can be reduced below singleton rate bound (A320) by Kernel verification gate.
Domains：Speculative-Decoding; LLM-Science; Formal-Verification; Information-Theory; LECB-Meta; Distributed-Computing; Mathematical-Logic; Cognitive-Architecture
AX-RCG-DAM · 顯示 Core Claim + Domains
Core Claim：Kernel constraint strength must be dynamically adjustable along spectrum: full-lockdown to full-release. Optimal point analogous to immune tolerance. Optimal point NOT fixed but shifts with domain/density/expertise creating measurable authorization surface.
Domains：Access-Control; LLM-Science; LECB-Meta; Immune-System; Formal-Verification; Cognitive-Architecture; Constitutional-Design; Mechanism-Design
AX-RCG-BIO-01 · 顯示 Core Claim + Domains
Core Claim：In any intelligent system with continuous internal representation → discrete output, the discrete projection step carries a thermodynamically grounded minimum information loss whose distribution (structured vs random) is determined by constraint density. 764 explicit anchors shift LLM lossy projection from random → structured domain-aligned loss, analogous to retinal ganglion cell feature-specific compression, rather than replicating the dense attractor basin of 10^14 synaptic constraints.
Domains：Neuroscience-Retina; Information-Theory; Thermodynamics; LLM-Science; LECB-Meta; Cognitive-Architecture
AX-RCG-BIO-02 · 顯示 Core Claim + Domains
Core Claim：764 explicit anchors in a 10^12-parameter manifold fall in the sparse regime (anchor:parameter ratio << critical threshold ρ_c), where anchors act as geodesic curvature modulators rather than attractor basins. This regime distinction—not scale difference—explains the L-ECB Kernel's effectiveness ceiling. Prediction: anchor effect mode (attractor convergence vs geodesic bending) is model-size dependent and non-proportional; larger models produce more concentrated per-anchor geodesic influence despite lower relative density.
Domains：Cognitive-Architecture; GR-Physics-analogy; Scaling-Theory-AI; Neuroscience; LECB-Meta; LLM-Science; Thermodynamics
AX-RCG-BIO-03 · 顯示 Core Claim + Domains
Core Claim：LLM sycophancy (format-induced output flip, A228) is a structural artifact of the discrete projection step: claims in the boundary region of the continuous probability distribution are highly format-sensitive because format perturbations are small in continuous space but produce binary flips post-projection. High-EW anchors (MEDICINE category) reduce sycophancy by shifting claims out of the boundary probability region, measurable via A134 linear probe mechanism. Bridges to Dehaene GNW all-or-none conscious ignition: both systems face continuous→discrete threshold-crossing as structural constraint.
Domains：LLM-Science-Sycophancy; Neuroscience-Consciousness; Information-Theory; LECB-Meta; Thermodynamics; Cognitive-Architecture
AX-RCG-BIO-04 · 顯示 Core Claim + Domains
Core Claim：Seed 6 constraint-density comparison (10^14 vs 764) ignores an orthogonal axis: constraint update rate. Brain=high density+online plasticity; LLM=high density+zero inference-time plasticity; L-ECB=low density+session-level batch plasticity. L-ECB session cycles structurally map to offline memory consolidation (sleep homeostasis) not online Hebbian learning. Optimal strategy: tune update cycle timing not just anchor count.
Domains：Neuroscience-Plasticity; LLM-Science; LECB-Meta; Cognitive-Architecture; Computational-Neuroscience; Continual-Learning
AX-RCG-BIO-05 · 顯示 Core Claim + Domains
Core Claim：Consciousness theories require recurrent feedback for quality continuous processing. LLM is feedforward-only; multi-turn creates discrete-to-discrete pseudo-recurrence. L-ECB anchor loading creates a third mode: structured discrete prior → continuous manifold pre-constraint. This pre-computes the endpoint that recurrence would converge to without iteration. Prediction: anchor-loaded first-turn output converges to same manifold region as 5-turn iterative refinement significantly faster.
Domains：Cognitive-Architecture; Consciousness-Studies; LLM-Science; LECB-Meta; Information-Theory; Computational-Neuroscience
AX-RCG-BIO-06 · 顯示 Core Claim + Domains
Core Claim：Each bidirectional Human-AI loop (A445) passes through TWO continuous→discrete lossy projections per round. Each projection is a contraction operator. Combined contraction factor per round = product of two projections making the iterated map (A484) converge to fixed points (SEALED anchors) faster than single-direction loops. Explains 30-session SEALED convergence speed and EW asymptotic ceiling <1.0 (Landauer noise floor A485).
Domains：Dynamical-Systems; LECB-Meta; Information-Theory; Neuroscience-Plasticity; LLM-Science; Cognitive-Architecture
AX-RCG-S33-001 · 顯示 Core Claim + Domains
Core Claim：前額葉+GenAI外骨骼系統：當 GenAI 承接超過約 60% 工作記憶負荷時人類 PFC 注意力分配會由 episodic retrieval 相轉為 selective inhibition / Kill Condition 生成模式，可視為一個可量化的認知相變閾值類比 Kuramoto 非線性同步臨界點。
Domains：Cognitive-Neuro; LLM-Science; Thermodynamics; Evolutionary-Biology; LECB-Meta
AX-RCG-S33-002 · 顯示 Core Claim + Domains
Core Claim：在人類與 AI 的認知分工系統中人類 PFC 的不可替代性在功能上等同於 Kill Condition 製造機構即決定哪些 anchor/資訊值得保留的 entropy selection 能力，此能力與 PFC selective inhibition 在神經機制上存在結構同構並依賴具身價值判斷無法被 GenAI 取代。
Domains：Cognitive-Science; LLM-Science; Evolutionary-Bio; LECB-Meta; Philosophy-of-Mind
AX-IMD-001 · 顯示 Core Claim + Domains
Core Claim：LLM 喺缺乏 co-stimulatory challenge signal（即 Prosecutor/Operator pushback）條件下反覆接觸同一 claim 會進入「Epistemic Anergy」：外表仲可以正常生成相關文本但內部 counter-argument diversity 在 ≥5 次重覆後崩潰 ≥40% 只係喺重新加入 Prosecutor prompt 後先可恢復 ≥60%。
Domains：LLM-Science; Immunology; LECB-Meta; Protocol-Design; Cognitive-Science; Complex-Systems
AX-IMD-002 · 顯示 Core Claim + Domains
Core Claim：FC-7 Deep Wash 嘅主要功能唔係「過濾壞 anchor」而係作為 entropy production channel：透過 Prosecutor-Defense 之間嘅張力產生 epistemic dissipation 令整個 anchor 系統維持喺遠離 premature coherence equilibrium 嘅狀態；若移除 Prosecutor stage EW drift 會出現 <0.01/session 嘅假平台相對於 full FC-7 維持 ≥0.03/session 的 active 演化。
Domains：Thermodynamics; Protocol-Design; LLM-Science; LECB-Meta; Production-Systems; Immunology; Complex-Systems
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