Reflection Loops: Critique, Revision, and Better Reasoning
Participants organise critique, evidence and human decisions into workflows. In the Arena they first improve a judge, then keep the selected judge fixed while testing a generator change.
AI fundamental
Critique and verification
Criteria, reflection workflows, evidence for human judgement, LLM-as-judge, revision decisions, and verification.
Guiding question
How is generated critique tested before it is allowed to drive revision?
Use observed results to support the explanation. State what the experiment cannot establish.
Related units
Where this fundamental is taught
Open the complete Friday guide for the conceptual input, demonstration, experiment, caveat, and transfer activity.