Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade

Imagine an AI that knows it is going to fail a task before it even starts. This paper reveals a 'doomed from the start' signal hidden in LLM brains that could save massive amounts of compute. http://arxiv.org/abs/2607.06503v1

Episode metadata supplied by the publisher feed · Published Jul 8, 2026

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Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade

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