agents
fact
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Under LLM representational indistinguishability, any single-domain mechanism meeting free drift, execution traceability, and decoupling must re-introduce typed change objects, an external gate, and a stable audit anchor, essentially rebuilding PES at higher coupling cost.
Under LLM representational indistinguishability, any single-domain mechanism that meets all three must re-introduce typed change objects, an external gate, and a stable audit anchor: PES rebuilt at higher coupling cost.
Artificial Intelligence30 Aug 2026