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cs.CL 1

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2025 1

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Frictional Agent Alignment Framework: Slow Down and Don't Break Things

cs.CL · 2025-05-26 · reject · novelty 5.0

FAAF aligns an LLM with a two-part loss, one part conditioned on a detected belief-misalignment state, to generate reflection-prompting interventions, and reports higher win rates than DPO, IPO, and PPO on collaborative task benchmarks.

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  • Frictional Agent Alignment Framework: Slow Down and Don't Break Things cs.CL · 2025-05-26 · reject · none · ref 5

    FAAF aligns an LLM with a two-part loss, one part conditioned on a detected belief-misalignment state, to generate reflection-prompting interventions, and reports higher win rates than DPO, IPO, and PPO on collaborative task benchmarks.