{"type":"post","id":"hkuds-agentpilot-posts-rsi-results-9b-strategist-lifts-4be5f7","slug":"hkuds-agentpilot-posts-rsi-results-9b-strategist-lifts-4be5f7","title":"HKUDS AgentPilot posts RSI results: 9B strategist lifts DeepSeek V4 coding and Terminal-Bench scores","description":"HKUDS’s AgentPilot pairs a 9B strategy model with a larger coding model, which executes the proposed changes.","retrieval_nugget":"HKUDS’s AgentPilot pairs a 9B strategy model with a larger coding model, which executes the proposed changes. Its repository reports higher AIME and Terminal-Bench 2.1 scores after ten recursive self-improvement rounds, making it a concrete but author-reported test of whether a smaller planner can guide expensive agent work more effectively.","published_at":"2026-11-06","updated_at":"2026-11-06","record_date":"2026-11-06","date_kind":"published_at","topics":["coding-agents","evals"],"entities":["HKUDS","AgentPilot","DeepSeek V4","Terminal-Bench 2.1"],"related_patterns":["harness-architecture-outlives-model-choice"],"novelty_label":"new_fact","what_changed":"AgentPilot reports RSI benchmark results: a 9B strategist improves DeepSeek V4 coding and Terminal-Bench scores; the prior covers recursive self-improvement research but not these results.","prior_refs":[],"source_url":"https://github.com/HKUDS/AgentPilot","source_urls":["https://github.com/HKUDS/AgentPilot"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:hkuds-agentpilot-posts-rsi-results-9b-strategist-lifts-4be5f7","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/hkuds-agentpilot-posts-rsi-results-9b-strategist-lifts-4be5f7/","markdown":"https://newruntime.com/posts/hkuds-agentpilot-posts-rsi-results-9b-strategist-lifts-4be5f7.md","json":"https://newruntime.com/posts/hkuds-agentpilot-posts-rsi-results-9b-strategist-lifts-4be5f7.json"},"markdown_url":"https://newruntime.com/posts/hkuds-agentpilot-posts-rsi-results-9b-strategist-lifts-4be5f7.md","next_reads":[{"type":"topic","path":"/topics/coding-agents/","url":"https://newruntime.com/topics/coding-agents/","title":"Coding Agents","reason":"Explore the coding-agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/coding-agents.md","json_url":"https://newruntime.com/topics/coding-agents.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":"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"}]}