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Claude Context Rot Mitigation

Prevent Claude from forgetting core architecture in long sessions by deploying bounded cognition engines and semantic reset checkpoints.

Probabilistic Approach

Relying on LLM adherence to instructions. High variance. Requires human verification loops.

  • Governance Theater
  • Verification Overload
  • Execution Drift

Deterministic Approach

Enforcing limits via runtime code middleware. Zero variance. Stops bad actions at the gate.

  • Admissibility Pipelines
  • Cryptographic Containment
  • Zero-Trust Execution

Need an expert verdict?

30-minute rapid-fire evaluation. You describe the problem, I tell you which approach wins — and why.

Richard Ewing — AI Economist & Capital Auditor