kotama7
Re:Scaling Karpathy's Autoresearch: What Happens When the Agent Gets a...
on Friday March 20, 2026 @10:17PM (#47463393)
I agree that many of the improvements found by auto-research systems could probably be discovered more efficiently by properly parameterized Bayesian optimization. Still, I think LLM-based heuristic guesses can be useful in some cases, especially for proposing reasonable initial hyperparameters based on prior knowledge reported on the web and in blog posts.