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17 Pith papers cite this work. Polarity classification is still indexing.

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Meta-Benchmarks for Financial-Services LLM Evaluation

cs.AI · 2026-07-02 · unverdicted · novelty 7.0

A meta-benchmarking framework organizes 452 LLM benchmarks into 41 O*NET Generalized Work Activities and 38 BIAN domains, using discrimination-coverage-recency weights to scale K-factors in an Elo tournament for comparable financial-services scores.

Can AI Agents Synthesize Scientific Conclusions?

cs.AI · 2026-06-09 · unverdicted · novelty 7.0

A new benchmark and clean-room harness show frontier AI agents reach only 0.337 factual F1 when synthesizing conclusions from scientific evidence.

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