Smallest Addition Transformer

from Intellectually Curious · host Mike Breault

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.Note: This podcast was AI-generated, and sometimes AI can make mistakes. Please double-check any critical information.Sponsored by Embersilk LLC

Episode metadata supplied by the publisher feed · Published Feb 21, 2026

What this episode covers

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. Note: This podcast was AI-generated, and sometimes AI can make mistakes. Please double-check any critical information. Sponsored by Emb...

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Smallest Addition Transformer

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This episode was published on February 21, 2026.

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