{"type":"post","id":"yohei-nakajima-releases-babyagi-inside-babyagi-loop-compiled-f0e2b2","slug":"yohei-nakajima-releases-babyagi-inside-babyagi-loop-compiled-f0e2b2","title":"Yohei Nakajima releases babyagi-inside: BabyAGI loop compiled into Qwen weights","description":"Yohei Nakajima’s babyagi-inside repository describes a bounded BabyAGI-style loop compiled into widened Qwen3.5-2B checkpoints.","retrieval_nugget":"Yohei Nakajima’s babyagi-inside repository describes a bounded BabyAGI-style loop compiled into widened Qwen3.5-2B checkpoints. In archived traces, the controller completes its fixed cycles and handles sequential arithmetic, but two structured tasks fail exact semantic scoring. The experiment matters because it makes an alternative to external agent orchestration concrete—and exposes its limits.","published_at":"2026-11-05","updated_at":"2026-11-05","record_date":"2026-11-05","date_kind":"published_at","topics":["agent-loops","open-models","models"],"entities":["Yohei Nakajima","babyagi-inside","Qwen3.5-2B","qwenFS"],"related_patterns":["harness-architecture-outlives-model-choice"],"novelty_label":"new_fact","what_changed":"A new project compiles a BabyAGI-style agent loop into Qwen weights, distinct from QwenPU’s vector-unit computation compiled into weights.","prior_refs":["https://newruntime.com/posts/qwenpu-compiles-an-npu-into-qwen3-5-4b-077c19/"],"source_url":"https://github.com/yoheinakajima/babyagi-inside","source_urls":["https://github.com/yoheinakajima/babyagi-inside"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:yohei-nakajima-releases-babyagi-inside-babyagi-loop-compiled-f0e2b2","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/yohei-nakajima-releases-babyagi-inside-babyagi-loop-compiled-f0e2b2/","markdown":"https://newruntime.com/posts/yohei-nakajima-releases-babyagi-inside-babyagi-loop-compiled-f0e2b2.md","json":"https://newruntime.com/posts/yohei-nakajima-releases-babyagi-inside-babyagi-loop-compiled-f0e2b2.json"},"markdown_url":"https://newruntime.com/posts/yohei-nakajima-releases-babyagi-inside-babyagi-loop-compiled-f0e2b2.md","next_reads":[{"type":"topic","path":"/topics/agent-loops/","url":"https://newruntime.com/topics/agent-loops/","title":"Agent Loops","reason":"Explore the agent-loops topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agent-loops.md","json_url":"https://newruntime.com/topics/agent-loops.json"},{"type":"topic","path":"/topics/open-models/","url":"https://newruntime.com/topics/open-models/","title":"Open Models","reason":"Explore the open-models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/open-models.md","json_url":"https://newruntime.com/topics/open-models.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"}]}