Dans l'actualité
Looping Is Not Reliability: State-Bound Evidence and Typed Revision Contracts for Agentic Code Repair
arXiv cs.AI · Publié le · 3 min de lecture
En 30 secondes
- Ce qui s'est passé
- Researchers show that simply looping code repairs through test-revise cycles doesn't guarantee reliability, proposing typed contracts binding verification evidence to exact code states.
- Pourquoi ça compte
- Engineers building AI coding agents need this when deploying systems that auto-fix bugs, since repeated attempts can degrade correctness without proper state tracking.
- Vigilance
- The reference implementation is specified as an executable specification, not proof of improved repair performance or evidence that verifiers work better in practice.
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- agent
- agentic
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