dchisholm125

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  1. I spent months running experiments on what language models do when they encounter inputs outside their training distribution — random phonemes, invented morphemes, Wierzbicka's semantic primitives. The finding that…

  2. LLMs are better at being the "mouth" than the "brain" and I can prove it mathematically. I built a deterministic graph engine that offloads reasoning from the LLM. It reduces token usage by 89% and makes a tiny 0.8B…

  3. Talk2Code was my endeavor into building something useful, but I thought it would take MUCH more than 150 lines of code... this is just stupid simple, and it SHOULD be shared. Check out my video walkthrough on Reddit…