A Parallel Constrained Decoder Approach to Observing Agentic Misalignment

fets-12345c · reddit · 2026-09-20

Stephan Janssen proposes an observability layer for agent misalignment: at every agent step, a Parallel Constrained Decoder (PCD) answers a binary question — is the agent scheming? Positive results escalate to a human-in-the-middle for evaluation. Full writeup on LinkedIn.

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