{"type":"post","id":"doubleai-says-it-placed-an-ai-agent-inside-c0ce7d","slug":"doubleai-says-it-placed-an-ai-agent-inside-c0ce7d","title":"DoubleAI says it placed an AI agent inside neural-network training runs and let it intervene in what the","description":"DoubleAI says it placed an AI agent inside neural-network training runs and let it intervene in what the network learns, including by changing its architecture.","retrieval_nugget":"DoubleAI says it placed an AI agent inside neural-network training runs and let it intervene in what the network learns, including by changing its architecture. The reported gains on algorithmic generalization and math benchmarks make this a notable research direction: training may become a process models can help redesign, not just execute.","published_at":"2026-11-09","updated_at":"2026-11-09","record_date":"2026-11-09","date_kind":"published_at","topics":["agents","models"],"entities":["DoubleAI","nanochat","DeepSeek-V4.1-Flash","CLRS-Text"],"related_patterns":["scientific-agents-need-artifact-evidence"],"novelty_label":"new_fact","what_changed":"DoubleAI reports an agent that redesigns networks during training, including code layers that improve performance on intermediate input sizes and raise DeepSeek-V4.1-Flash’s math accuracy.","prior_refs":[],"source_url":"https://www.doubleai.com/research/can-llms-redesign-themselves-as-they-train","source_urls":["https://www.doubleai.com/research/can-llms-redesign-themselves-as-they-train"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:doubleai-says-it-placed-an-ai-agent-inside-c0ce7d","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/doubleai-says-it-placed-an-ai-agent-inside-c0ce7d/","markdown":"https://newruntime.com/posts/doubleai-says-it-placed-an-ai-agent-inside-c0ce7d.md","json":"https://newruntime.com/posts/doubleai-says-it-placed-an-ai-agent-inside-c0ce7d.json"},"markdown_url":"https://newruntime.com/posts/doubleai-says-it-placed-an-ai-agent-inside-c0ce7d.md","next_reads":[{"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":"topic","path":"/topics/models/","url":"https://newruntime.com/topics/models/","title":"Models","reason":"Explore the models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/models.md","json_url":"https://newruntime.com/topics/models.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"}]}