New Method Enables Sample-Efficient Evaluation of Five-Nines LLM Reliability
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In this paper https://www.alphaxiv.org/abs/2605.11209 They state that obviously, it is expensive to evaluate enough to find something so rare. And hence they suggest that tendencies and difficulties are not random
Leshem (Legend) Choshen 🤖🤗@LChoshenAI Evaluation starts maturing @EungyeupKim @vash_tiwari @chenchenygu @DaniloJRezende raised the issues in problems in evaluating rare but critical issues, only occuring 99.999% of the times Researchers usually see this as solved, when production meets it, you think again
3:37 PM · May 21, 2026 · 377 Views
3:37 PM · May 21, 2026 · 61 Views