A new agent governance layer tries to stop models from hallucinating completion
Mobile-Vegetable7536 · reddit · 2026-07-27
A Reddit post proposes a governance layer for agents designed to stop them from confusing action, progress, recovery and completion.
The system, called NPC Alpha, keeps the task frame intact across interruptions and separates actor, observer and reporter provenance. It also uses a verified present state as the source of authority, rather than letting stale memory or prior episode history override reality.
Key ideas:
- immutable episode history, but present verified state remains authoritative
- bounded recovery instead of endless retry loops
- completion only after verification
- a Safe Incomplete state when the goal cannot be proven
The author says the internal results are promising, but independent replication is still missing, and invites people to build harsh test harnesses that can break it with stale memory, conflicting evidence, identity collisions and adversarial completion cues.
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