TL;DR — A controlled 2x2x2 factorial ablation (30 seeds x 300 tasks, CRN simulation) shows that combining verification gates, checkpoint-rollback, and stall escalation closes 71.4 pp of the autonomous-agent completion gap. The verification gate is overwhelmingly dominant (55.3 pp), checkpoint-rollback is a strong super-additive… See the full description on the dataset page:
https://huggingface.co/datasets/thaki-AI/daily-paper-2026-07-23-autonomous-loop-completion-gap.
