---
# edu-brtk
title: 'Write §14: Exercise 5 — 1000 self-play games; observe improvement'
status: completed
type: task
priority: normal
created_at: 2026-03-13T20:03:17Z
updated_at: 2026-03-16T01:40:32Z
parent: edu-coqp
---

Capstone exercise: run the full self-play loop for 1000 games; plot win-rate over iterations; discuss what worked and what didn't.

## Summary of Changes\n\nWrote full content for §14: Exercise 5 — the capstone exercise running 1000 self-play games, tracking diagnostics, validating convergence to perfect play, and providing next steps for further learning.