AP/Adhyayan Pradhan
GoalsLabsProjectsWishlistDeckBlogAbout

Adhyayan Pradhan

Building things, one step at a time.

ContactGitHubLinkedIn
Home/Blog

Blog

RSS

Writing and thinking out loud.

1 posts

Mar 9, 2026

The Machine That Researches Itself

If you think about deep learning research today, the bottleneck isn't the compute - it’s the human latency. We spend hours reading papers, tweaking hyperparameters, and babysitting training runs. autoresearch is Andrej Karpathy’s attempt to solve this by treating the entire scientific method as a state machine.