#research-automation

LLM Reddit Mar 10, 2026 2 min read

r/LocalLLaMA Spots a Concrete Overnight Loop for Autonomous LLM Research

A popular r/LocalLLaMA thread points to karpathy/autoresearch, a small open-source setup where an agent edits one training file, runs 5-minute experiments, and iterates toward lower validation bits per byte.

#ai-agents #research-automation #pytorch

LLM Reddit Mar 9, 2026 2 min read

Karpathy’s autoresearch turns short PyTorch runs into an overnight agent research loop

Shared in LocalLLaMA, autoresearch is a minimal framework where an agent edits PyTorch training code, runs fixed five-minute experiments, and keeps changes that improve validation bits-per-byte.

#llm #ai-agents #pytorch