Ai2 Asks Whether Prompting or Training Can Make LLMs Give More Useful Advice

allen_ai · x · 2026-11-14

Ai2 explains the motivation behind XYBench: testing whether prompting or training changes can lead to more useful advice from LLMs, hoping to help researchers build assistants that guide users toward helpful solutions even when they don't know the right questions to ask.

This thread-closer accompanies the XYBench release; the key finding remains that all five evaluated models steered users away from mistaken approaches less often than human reference answers, even when goals were spelled out.

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