multi turn context accumulation

The 'long winding path' explicitly describes how multiple turns build understanding. Early wrong answers needed to be in context for Claude to eventually recognize the boring solution.

The author demonstrates that a single model can improve its output across turns when given corrective context—classic multi-turn accumulation pattern.

The system explicitly accumulates game analysis across multiple turns; each game contributes to the corpus analyzed for weak points, demonstrating how intelligence compounds across sessions.

Building master schema from multiple documents parallels how multi-turn conversations accumulate context across exchanges; both require synthesis from multiple examples.