04:00
2026-08-20
arxiv.org
artificial-intelligence
Adversarial Review: Structured Disagreement for Grounded Agentic Code Review
Researchers introduced Adversarial Review (AR), a minimal cooperative code-review protocol with a main coding agent, a reviewer, and a critic, achieving the highest pass rate on LiveCodeBench among te…