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Claude wrote entire working transformers by hand.

Claude wrote entire working transformers by hand. Claude just wrote fully functional neural network weights from…

This is a dev post classified by AGK Intelligence as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.

Claude wrote entire working transformers by hand. Claude just wrote fully functional neural network weights from scratch no training, no gradients, No backprop, no optimizer. Given a blank GPT-style transformer and one rule (“set every weight by hand”), it produced working programs for addition, multiplication, sorting, parity, GCD and more. All 10 algorithmic tasks hit 100% accuracy within three attempts. Then it kept simplifying them. 959 weight-space programs later, we now have models that are correct and interpretable by construction every head and neuron comes with an explicit expl

Posted by Md Ismail Šojal 🕷️ (64.6k followers) 1 h ago · 8 likes · 531 views · view the original post on X. Kept by the Dev Radar as AI dev tools.

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