{"type":"post","id":"vflash-flash-primitive-decoding-speeds-visual-planning-for-f4b9e4","slug":"vflash-flash-primitive-decoding-speeds-visual-planning-for-f4b9e4","title":"VFlash: Flash Primitive Decoding speeds visual planning for robotics and driving","description":"VFlash is a research method for generating visual plans as whole structured primitives rather than predicting coordinates one token at a time.","retrieval_nugget":"VFlash is a research method for generating visual plans as whole structured primitives rather than predicting coordinates one token at a time.","published_at":"2026-11-06","updated_at":"2026-11-07","record_date":"2026-11-06","date_kind":"published_at","topics":["agent-interfaces"],"entities":["VFlash","MolmoSpaces"],"related_patterns":["model-answers-become-task-interfaces"],"novelty_label":"new_fact","what_changed":"Introduces VFlash, a distinct visual-planning decoding method, reporting about 25× faster 3D point-motion generation and 70.2% task success versus 62.6% for its baseline.","prior_refs":[],"source_url":"https://arxiv.org/abs/2611.08449","source_urls":["https://arxiv.org/abs/2611.08449"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:vflash-flash-primitive-decoding-speeds-visual-planning-for-f4b9e4","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/vflash-flash-primitive-decoding-speeds-visual-planning-for-f4b9e4/","markdown":"https://newruntime.com/posts/vflash-flash-primitive-decoding-speeds-visual-planning-for-f4b9e4.md","json":"https://newruntime.com/posts/vflash-flash-primitive-decoding-speeds-visual-planning-for-f4b9e4.json"},"markdown_url":"https://newruntime.com/posts/vflash-flash-primitive-decoding-speeds-visual-planning-for-f4b9e4.md","next_reads":[{"type":"topic","path":"/topics/agent-interfaces/","url":"https://newruntime.com/topics/agent-interfaces/","title":"Agent Interfaces","reason":"Explore the agent-interfaces topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agent-interfaces.md","json_url":"https://newruntime.com/topics/agent-interfaces.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"}]}