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Guillaume Bourgeon

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#artificial intelligence Preprint Sep 2026

Necessary or Sufficient? Evaluating LLM Explanations With Behavioural Evidence

LLM decision components that can operate within agent workflows often produce action-relevant recommendations or judgements together with explanations. Operators may use the named factors to monitor a system, diagnose errors, or decide when to escalate an output. Such use assumes that the explanations agree with the co...

Urja Pawar, R. Ramanayake, Nabeel Kemal et al. · 0 citations

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