The Gug Letter

The Gug Letter

The Paradox of 'Code'

Solving a coded puzzle does not require the same type of 'thought' needed to play chess at a grandmaster level

Joe Guglielmucci's avatar
Joe Guglielmucci
Sep 05, 2025
∙ Paid
2
2
Share

It’s a striking irony: a large language model (LLM) can churn out a functional chess engine—complete with move generation, board evaluation, and search algorithms—in a matter of seconds, yet teaching that same model to play chess at a grandmaster level is a far harder challenge.

This paradox reveals profound insights about the nature of artificial intel…

Keep reading with a 7-day free trial

Subscribe to The Gug Letter to keep reading this post and get 7 days of free access to the full post archives.

Already a paid subscriber? Sign in
© 2025 Joe Guglielmucci
Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture