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2 policies in a game find where preference models give incorrect results

The system uses disagreement in a group of preference models as a signal of error.

Claimed, not confirmed

Researchers train 2 policies in a Stackelberg game. The Leader tries to decrease disagreement in a group of preference models. The Follower tries to increase it. On held-out data, the policies find more pairs where the preference of the oracle is the opposite.

Sources

  1. Can You Trust Your Preference Models? Stackelberg Games for Alignmentarxiv.org
AI MATTER · NEWS · AI MATTER · NEWS ·15 OCT2026

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