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FAILURE_CASES.md

AIC-Quantum — Failure Case Documentation

Version: 1.0 Status: Living Document

1. Purpose

This document transparently describes known failure modes, theoretical weaknesses, and systemic collapse scenarios within the AIC-Quantum architecture.

This file is mandatory for governance transparency and must never be removed from the repository.

2. Failure Taxonomy

Failures are categorized into four layers:

  1. Deterministic Engine Failures (C++ Core)
  2. Cryptographic / Security Failures (Rust Layer)
  3. Governance & Ethical Layer Failures (Lua)
  4. Systemic & Emergent Failures (Cross-layer)

3. Deterministic Engine Failures

3.1 State Divergence

Description Inconsistent amplitude state across distributed nodes.

Impact

  • Probabilistic consensus mismatch
  • Non-deterministic collapse outcome

Mitigation

  • Checkpoint verification
  • Hash-bound state validation
  • Deterministic replay enforcement

3.2 Scheduler Deadlock

Description Execution boundary fails to resolve asynchronous scheduling.

Impact

  • Runtime freeze
  • Partial consensus collapse

Mitigation

  • Timeout-based escape
  • Fallback deterministic resolution path

4. Cryptographic Failures

4.1 Post-Quantum Algorithm Compromise

Description A future breakthrough invalidates current lattice or hash-based schemes.

Impact

  • Identity forgery
  • Trust collapse
  • System takeover risk

Mitigation

  • Algorithm modularity
  • Pluggable crypto interface
  • Emergency rotation protocol

4.2 Secure Channel Downgrade Attack

Description Attacker forces fallback to weaker transport mode.

Impact

  • Information leakage
  • Trust graph poisoning

Mitigation

  • Strict version enforcement
  • No-legacy fallback mode

5. Governance Failures

5.1 Ethical Policy Bypass

Description Lua policy sandbox escape.

Impact

  • Unbounded system action
  • Escalation chain override

Mitigation

  • Embedded sandbox guard
  • Dual-layer validation (Rust + Lua)

5.2 Kill-Switch Failure

Description Kill-switch does not propagate in distributed environment.

Impact

  • Continued execution during catastrophic event

Mitigation

  • Out-of-band shutdown channel
  • Multi-node consensus-based halt

6. Systemic & Emergent Failures

6.1 Trust Entanglement Cascade

Description High-trust node compromise causes trust cascade collapse.

Impact

  • Network-wide systemic destabilization

Mitigation

  • Trust damping coefficient
  • Localized trust boundary
  • Entanglement isolation

6.2 Probabilistic Collapse Bias

Description Collapse function becomes statistically biased over time.

Impact

  • Strategic manipulation
  • Governance drift

Mitigation

  • Continuous entropy audit
  • Randomness validation module

7. Known Unsolved Risks

  • True quantum adversary scenario
  • Emergent behavior beyond governance modeling
  • Long-horizon probabilistic drift

8. Disclosure Policy

All discovered failure modes must be:

  1. Logged
  2. Publicly documented
  3. Versioned
  4. Linked to mitigation strategy

Security-sensitive exploits may be redacted until patch release.

9. Ethical Commitment

AIC-Quantum commits to radical transparency regarding system weaknesses.

Silencing failure documentation is strictly prohibited.