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Articole: 7

  1. Both of the wins were arithmetic I had never done

    (Latent Heat)

    59% of my search's forward passes evaluated one position on a GPU that does sixteen for the same money, and every fine-tune I had ever run saw 2% of one epoch.

  2. I shrank my chess engine 70x by trying to compress it

    (Latent Heat)

    The compression scheme lost to a small model trained from scratch.

  3. Five core ideas, or: what is actually happening inside a clanker

    (Latent Heat)

    A transformer explained in five ideas: embeddings, MLPs, attention, decoding, and the quirks that fall out of how it actually runs.

  4. I accidentally reinvented AlphaZero, badly, one failed idea at a time

    (Latent Heat)

    I built a ternary looped transformer to play chess.

  5. Jaffabotomisation

    (Latent Heat)

    I lied to models about a concept-injection hook, then actually did the injection.

  6. My model learned to think. It never learned to listen.

    (Latent Heat)

    I gave a small transformer private thoughts.

  7. I gave an AI a memory. It immediately cheated.

    (Latent Heat)

    External memory gave a frozen model a real new capability.