Agents

Reflection

1 min read

In Short

The practice of having an agent review and critique its own outputs to identify errors or improvements.

Reflection enables self-improvement without external feedback, often catching errors that initial generation missed.

Techniques

  • Self-critique prompts
  • Multi-pass refinement
  • Adversarial self-questioning
  • Constitutional AI approaches

Applications

  • Code review
  • Writing improvement
  • Reasoning verification
  • Safety checking
agentstechniquesself-improvement