Critic Agents Trend 2026

Critic agents are AI systems that evaluate and refine outputs from other models, acting as automated quality controllers. They analyze responses for accuracy, bias, or logical flaws, then provide constructive feedback for improvement. Used in content pipelines, customer support, and code generation, they enhance reliability. Developers, UX teams, and data scientists benefit from faster, higher-quality results.