Not All AI Stages Need the Same Brain Size

Think of self-refinement like writing: you don't need the same effort to brainstorm ideas, critique them, and polish the draft — smarter critique doesn't always need a bigger pen.

This means companies building AI systems could save money and energy by matching model size to what each stage actually demands, rather than using industrial-scale models for every single step.