#autoresearch
6 articles on this topic.
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Autoresearch for Everyone: How to Run 100 AI Experiments While You Sleep
Karpathy's autoresearch runs 100+ ML experiments overnight on a single GPU. Here's how it works, what you need, and why a 630-line Python script is changing AI research.
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The Git Commit as Scientific Discovery: How Autoresearch Turns Version Control into a Research Lab
In Karpathy's autoresearch, every successful experiment is a git commit. Every failed one is a git reset. Version control has become the memory of autonomous AI research.
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How to Write a Good program.md: A Practical Guide for AI Agent Instructions
program.md is the file that programs AI agents in Karpathy's autoresearch. Here's how to write one that gets results --- with structure, examples, and best practices.
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Karpathy's Autoresearch & PROGRAM.md: AI That Runs Experiments While You Sleep
Andrej Karpathy's autoresearch lets AI agents run 100+ ML experiments overnight, guided by a single Markdown file called program.md. Here's how it works and why it matters.
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From SETI@home to AgentHub: Karpathy's Vision for Distributed AI Research
Karpathy says the next step for autoresearch is SETI@home-style distributed collaboration. AgentHub and Hyperspace are already making it real. Here's what it means.
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Shopify's 19% Improvement: How Companies Are Already Using the Autoresearch Pattern
Days after Karpathy released autoresearch, Shopify's CEO ran it on their own models and saw a 19% improvement. Here's how companies are adopting autonomous AI experimentation.