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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
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30-minute rapid-fire evaluation. You describe the problem, I tell you which approach wins — and why.
Richard Ewing — AI Economist & Capital Auditor