Coding agents keep working on runs that will fail verification, and asking a frontier model to watch for this is expensive in its own right. We introduce StopLoss, a small external monitor that learns
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StopLoss: Teaching Agents to Predict Failure and Stop Early was first seen on Hugging Face · Daily papers on Oct 20, 2026. Since then it appeared in 7 hourly checks across 2 days, peaking at #15 on Oct 21, 05:18 UTC. It was last on the list on Oct 21, 07:18 UTC.
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