Autonomous AI Research Does Not Need a Giant Framework

How to Build an Autonomous Machine Learning Research Loop in Google Colab Using Andrej Karpathy’s AutoResearch Framework for Hyperparameter Discovery and Experiment Tracking

Build a Autonomous Machine Learning Research Loop in Google Colab Using Andrej Karpathy’s AutoResearch Framework for Hyperparameter Discovery

Autonomous AI Research Does Not Need a Giant Framework

A lot of the conversation around AI agents has drifted toward increasingly complex frameworks, orchestration layers, memory systems, and multi-agent abstractions. At the same time, a quieter and more interesting movement is emerging: small, purpose-built loops that optimise for one thing well. That is what drew me to autoresearch, an open-source repo created by Andrej Karpathy and published very recently, which has drawn a lot of attention this …