InsufficiencyBench

What is InsufficiencyBench?

Evaluates whether LLMs recognize legally material missing information in underspecified queries and refrain from premature conclusions.

Released

2026-08-20

Evaluates

General AI, Language & Knowledge, cs.AI

Openness

unknown

Importer

Claire Radar

Review status

ai-reviewed

Reported scores

0

Source provenance

• Original evidence https://arxiv.org/abs/2608.20220

InsufficiencyBench paper

• Paper https://arxiv.org/abs/2608.20220

Which sources cite InsufficiencyBench?

• InsufficiencyBench

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