AI stream

AI Post

@karpathy
Fine-tuning Medium

@karpathy

Importance score: 4 • Posted: February 21, 2026 at 03:51

Score

4

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.

Grok reasoning
Connects Claw skills to meta-learning and fine-tuning concepts in DL from ex-OpenAI/Tesla AI director.

Likes

451

Reposts

9

Views

52,528

Tags

not related deep learning meta learning software development machine learning
Tweet ID: 2025055650682994749
Prompt source: ai-influencers-news
Fetched at: February 22, 2026 at 07:01