{"type":"post","id":"automated-machine-learning-research-is-becoming-a-competitive-a42a5c","slug":"automated-machine-learning-research-is-becoming-a-competitive-a42a5c","title":"Automated machine-learning research is becoming a competitive field.","description":"Recursive says its automated research system improved results on three benchmarks covering small-model training and GPU kernels.","retrieval_nugget":"Recursive says its automated research system improved results on three benchmarks covering small-model training and GPU kernels. The reported gains are narrow, measurable wins on tasks with fast feedback, not evidence of general autonomous science. For AI builders, the release offers a concrete look at how experiment loops can search beyond a human-tuned baseline.","published_at":"2026-11-09","updated_at":"2026-11-09","record_date":"2026-11-09","date_kind":"published_at","topics":["automation","evals","agents"],"entities":["Recursive","NanoChat Autoresearch","NanoGPT Speedrun","SOL-ExecBench","NVIDIA","Baidu","ERNIE Evolve"],"related_patterns":["scientific-agents-need-artifact-evidence"],"novelty_label":"new_fact","what_changed":"Recursive reports early benchmark results from its automated research system, including state-of-the-art performance across model training and GPU-kernel optimization tasks.","prior_refs":[],"source_url":"https://recursive.com/updates/first-steps-toward-automated-ai-research","source_urls":["https://recursive.com/updates/first-steps-toward-automated-ai-research"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:automated-machine-learning-research-is-becoming-a-competitive-a42a5c","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/automated-machine-learning-research-is-becoming-a-competitive-a42a5c/","markdown":"https://newruntime.com/posts/automated-machine-learning-research-is-becoming-a-competitive-a42a5c.md","json":"https://newruntime.com/posts/automated-machine-learning-research-is-becoming-a-competitive-a42a5c.json"},"markdown_url":"https://newruntime.com/posts/automated-machine-learning-research-is-becoming-a-competitive-a42a5c.md","next_reads":[{"type":"topic","path":"/topics/automation/","url":"https://newruntime.com/topics/automation/","title":"Automation","reason":"Explore the automation topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/automation.md","json_url":"https://newruntime.com/topics/automation.json"},{"type":"topic","path":"/topics/evals/","url":"https://newruntime.com/topics/evals/","title":"Evals","reason":"Explore the evals topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/evals.md","json_url":"https://newruntime.com/topics/evals.json"},{"type":"topic","path":"/topics/agents/","url":"https://newruntime.com/topics/agents/","title":"Agents","reason":"Explore the agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agents.md","json_url":"https://newruntime.com/topics/agents.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}