Why it matters

Reflection improves quality. Understanding shapes advanced patterns.

Advertisement

The architecture

Generate → critique → refine loop.

Self-consistency: multiple attempts vote.

Reflection loopGenerateinitial outputCritiquereview selfRefineimproveN iterations; balance quality vs cost
Reflection cycle.
Advertisement

How it works end to end

Loop: generate → critique → refine.

Terminate on quality or budget.

Cost scales with iterations.