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#artificial intelligence Preprint Sep 2026

Disclosure-Gated User Simulation for Companion-Agent Evaluation

A disclosure gate conditioning information release on the companion agent's behaviour is answered, with a disclosure gate conditioning information release on the companion agent's behaviour: its state is a ladder of five ordered gates, merged onto three observable depth layers.

Yaozhong Liu, Yu He · 0 citations

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