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Shreya Mendi

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Preprint Aug 2026

Why2Speak: Faithful Reasoning for Abstaining Action Policies

Many agentic systems must repeatedly choose between acting and abstaining, making faithful reasoning important for oversight: an explanation is useful only if it reflects the computation that produced the action. We study this problem through intervention timing in multi-party conversation, where an assistant must deci...

Shreya Mendi, Brinnae Bent · 0 citations

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