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New paper proposes method to anticipate LLM failure modes without evaluation

Naomi Saphra
@nsaphra.bsky.social

Waiting on a robot body. All opinions are universal and held by both employers and family. ML/NLP professor. nsaphra.net

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Naomi Saphra
@nsaphra.bsky.social

We don’t always know what problems are hard for LLMs. So devs evaluate on tasks HUMANS find hard or on broad benchmarks. What if we could instead anticipate which scenarios a model will fail on—all without evaluating specific input examples? 🧵NEW PAPER by @jenniferlumeng.bsky.social

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23 hours ago
New paper proposes method to anticipate LLM failure modes without evaluation — AIBriefs