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arxiv: 2607.06503 · 2 revisions

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

1. 2026-08-02 CONDITIONAL HIGH v1.3.0-alltime-deepseek novelty 6.0
   148071 ms 18532 in 16875 out 2026-08-02T08:13:22.174395+00:00
2. 2026-07-08 CONDITIONAL MODERATE v1.1.0-glm novelty 7.0
   265554 ms 18579 in 2965 out 2026-07-08T03:27:32.109618+00:00