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@karpathy

Andrej Karpathy

@karpathy

Cool! I only had a quick sim earlier today but really enjoyed a number of ideas even unrelated to the claw part, esp around the skills system. In deep learning there were a number of meta learning approaches (Eg MAML paper in 2017) where the goal is to optimize for the model such that it finetunes to any new task in very few steps. Like - the most potent model. I always wondered what the equivalent of that is in traditional software. The most easily forkable repo. Was reminded of that.

3:51 AM · Feb 21, 2026