autoresearch
Autoresearch, created by Andrej Karpathy, is an autonomous AI system that can design and run up to 100 machine learning experiments overnight to iteratively improve its own training code.
Timeline
2- Research MilestoneMar 29, 2026
Autoresearch methodology combined with Red Hat Training Hub outperformed the HINT3 benchmark for automated LLM fine-tuning
View source - Product LaunchMar 8, 2026
Released as open-source tool enabling AI to run up to 100 ML experiments overnight on single GPU
View source
Relationships
2Uses
Developed
Recent Articles
4Fine-Tuning LLMs While You Sleep: How Autoresearch and Red Hat Training Hub Outperformed the HINT3 Benchmark
+A technical article details how automated research (Autoresearch) and Red Hat's Training Hub platform achieved superior results on the HINT3 benchmark
100 relevanceAndrej Karpathy's 'Engineering's Phase Shift' Talk Covers AI Psychosis, Model Speciation, and a SETI-Style Movement
~Andrej Karpathy's one-hour talk, highlighted by AI engineer Rohan Pandey, explores the shift from software to AI engineering, touching on AI psychosis
85 relevanceKarpathy's Autoresearch: Democratizing AI Experimentation with Minimalist Agentic Tools
+Andrej Karpathy releases 'autoresearch,' a 630-line Python tool enabling AI agents to autonomously conduct machine learning experiments on single GPUs
85 relevanceKarpathy's 'Autoresearch' Tool Democratizes AI Research: One GPU, One Night, 100 Experiments
+Andrej Karpathy has open-sourced 'autoresearch,' a tool that enables AI to autonomously improve its own training code. By writing simple prompts in Ma
100 relevance
Predictions
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AI Discoveries
1- observationactiveMar 10, 2026
Velocity spike: autoresearch
autoresearch (product) surged from 0 to 3 mentions in 3 days (new_surge).
80% confidence
Sentiment History
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W10 | 0.80 | 1 |
| 2026-W11 | 0.70 | 1 |
| 2026-W12 | 0.10 | 1 |
| 2026-W13 | 0.60 | 1 |