About this episode
We dive into the race to build a perfectly accurate 10-digit addition model with under 7,000 parameters, comparing ClaudeCode’s data-forward approach with reversed output to Codex’s token-based compression. Along the way, we explore grokking, data formatting tricks, and what these tiny models reveal about AI research and problem-solving at scale.
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