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Posts tagged with: Autoresearch
Content related to Autoresearch
Claude Autoresearch: AI That Improves Code Forever
Discover Claude Autoresearch, the Claude Code skill inspired by Karpathy's autoresearch that turns AI into a relentless improvement engine. Set a goal and metric, then watch Claude autonomously iterate: review, change, test, commit or revert, repeat forever. From bug hunting and security audits to shipping workflows and adversarial reasoning, 10 powerful commands handle code, content, marketing, and more. Install in seconds via plugin marketplace—no AGI needed, just goals + metrics + loops.
Karpathy's Autoresearch: AI Agents Train LLMs Overnight
Andrej Karpathy's autoresearch repo revolutionizes AI development by letting autonomous AI agents experiment with LLM training overnight. No manual coding required – agents modify train.py, run 5-minute experiments, and optimize models based on validation loss. Wake up to better models and detailed logs. Single-GPU setup with nanochat architecture makes frontier research accessible to anyone with an NVIDIA GPU. Perfect for AI researchers wanting to automate hyperparameter tuning, architecture search, and model optimization.