Agents and tool use · MLD-1005
Reflection
A process asking a model to critique outputs or prior actions and propose revisions.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Review an unsuccessful solution before retrying.
Original caveat
Self-critique is not a reliable substitute for independent evidence.
Context and aliases
Level: Intermediate. Stages: Inference · Deployment · Evaluation.
Tags: SLM · LLM · RL · Agents.
Aliases: Self-reflection (agents).
Related concepts
Concepts linking here
Original references
- Anthropic: Building effective agents ↗ · Reference link
- Model Context Protocol Python SDK: first steps ↗ · Consulted
- ReAct: Synergizing Reasoning and Acting in Language Models ↗ · Reference link
- Original reference URL ↗