{"type":"post","id":"baidu-ernie-evolve-automated-research-system-beats-public-70dab4","slug":"baidu-ernie-evolve-automated-research-system-beats-public-70dab4","title":"Baidu ERNIE Evolve: automated research system beats public NanoChat and NanoGPT Speedrun records and speeds up ERNIE-5.5-Flash inference","description":"Baidu says ERNIE Evolve can select research directions, modify code, run experiments and retain changes only after independent evaluation.","retrieval_nugget":"Baidu says ERNIE Evolve can select research directions, modify code, run experiments and retain changes only after independent evaluation. The company reports gains on public machine-learning tasks and production inference optimization for ERNIE-5.5-Flash, making the system a concrete example of agent loops applied to research rather than one-shot code generation.","published_at":"2026-11-09","updated_at":"2026-11-09","record_date":"2026-11-09","date_kind":"published_at","topics":["inference"],"entities":["Baidu","ERNIE Evolve","ERNIE-5.5-Flash","NanoChat AutoResearch","NanoGPT Speedrun","SOL-ExecBench","Kunlun P800","SGLang"],"related_patterns":["goal-scoped-loops-replace-manual-continuation"],"novelty_label":"new_fact","what_changed":"Baidu introduced ERNIE Evolve, an automated research system that surpassed public NanoChat and NanoGPT Speedrun records and produced production-validated inference optimizations for ERNIE-5.5-Flash.","prior_refs":["https://newruntime.com/posts/baidu-has-published-open-weights-for-ernie-5-20af28/","https://newruntime.com/posts/baidu-releases-ernie-5-5-flash-base-280b-0a8dd2/"],"source_url":"https://ernie.baidu.com/zh/research/posts/ernie-evolve","source_urls":["https://ernie.baidu.com/zh/research/posts/ernie-evolve"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:baidu-ernie-evolve-automated-research-system-beats-public-70dab4","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/baidu-ernie-evolve-automated-research-system-beats-public-70dab4/","markdown":"https://newruntime.com/posts/baidu-ernie-evolve-automated-research-system-beats-public-70dab4.md","json":"https://newruntime.com/posts/baidu-ernie-evolve-automated-research-system-beats-public-70dab4.json"},"markdown_url":"https://newruntime.com/posts/baidu-ernie-evolve-automated-research-system-beats-public-70dab4.md","next_reads":[{"type":"topic","path":"/topics/inference/","url":"https://newruntime.com/topics/inference/","title":"Inference","reason":"Explore the inference topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/inference.md","json_url":"https://newruntime.com/topics/inference.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"}]}