# A Hangman Take-Home Humbled me Years Ago. I Came Back and Built a Transformer.

> Source: <https://pub.towardsai.net/a-hangman-take-home-humbled-me-years-ago-i-came-back-and-built-a-transformer-259004a929a8?source=rss----98111c9905da---4>
> Published: 2026-06-15 19:01:01+00:00

Sixteen experiments, six failed RL attempts, and one Transformer that now runs in your browser.
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