15What is agent reflection / self-correction, and does it actually improve agent performance?▼mediumAnthropicOpenAICognition2 replies○ sign inReflection is the pattern in which an agent critiques and revises its own work. The signal is knowing when it truly helps (external feedback grounds the critique) versus when self-critique on its own is theater.Open full answer →
82What are Reflexion and self-critique loops, and when do they actually improve an agent?▼mediumAnthropicOpenAIGoogle DeepMind1 replies◆ premiumAgents can critique and retry their own work. The signal is knowing how Reflexion's verbal feedback loop operates, when self-critique genuinely helps versus when it is theater, and what makes it real.Open full answer →
