{"rewrite":{"id":"r_5fe0350d0481841330bcd9aa","clusterId":"c_e8adf7bf5a1e649d1d30355b","slug":"black-forest-labs-releases-flux-3-action-robot-control-model","model":"deepseek-v4-1-flash","headline":"Black Forest Labs Releases FLUX 3 Action Robot Control Model","summary":"Black Forest Labs released FLUX 3 Action, a 7 billion parameter world action model derived from its FLUX 3 multimodal AI model, for robot control. It scored 42.92% on the Robolab-120 benchmark. That is higher than the closed model OASIS WAMNVIDIA at 39.0% and NVIDIA's Cosmos3-Nano at 36.8%. Black Forest Labs says FLUX 3 Action also runs up to 3.95 times faster than Cosmos3-Nano.","whyItMatters":"A 7 billion parameter model beating a 12 billion parameter one on Robolab-120 suggests that scale is not the only path to stronger robot control, and Black Forest Labs is now shipping it jointly with NVIDIA into Hugging Face's LeRobot and Jetson.","webCardHtml":"\u003cp\u003eBlack Forest Labs frames FLUX 3 Action as a world action model: a video generation model predicts how the real world changes when an action is taken, and an inverse dynamics model turns that prediction into movement. The pitch is that simulating the future before acting cuts the cost of trial and error compared with robots that respond step by step from camera input.\u003c/p\u003e\u003cp\u003eBlack Forest Labs said it integrated FLUX 3 Action natively into Hugging Face\u0026#39;s open-source robot platform LeRobot jointly with NVIDIA, with fine-tuning recipes and edge deployment on NVIDIA Jetson. It also said the model produced promising results outside robotics, in simulation environments where it must read a visual environment and pick its next action.\u003c/p\u003e","blueskyPost":"FLUX 3 Action's 42.92% on Robolab-120 tops Google DeepMind's OASIS WAMNVIDIA and NVIDIA's Cosmos3-Nano. The open model now leads a benchmark where closed labs set the bar.","twitterPost":"FLUX 3 Action beats OASIS WAMNVIDIA and Cosmos3-Nano on Robolab-120, and runs up to 3.95x faster than Cosmos3-Nano.","threadsPost":"Black Forest Labs' FLUX 3 Action posts 42.92% on Robolab-120, ahead of Google DeepMind's OASIS WAMNVIDIA and NVIDIA's Cosmos3-Nano. An open 7B model leads a benchmark where closed labs set the bar, and it does so at up to 3.95x the speed of Cosmos3-Nano.","newsletterBlurb":"Black Forest Labs released FLUX 3 Action, a 7 billion parameter world action model for robot control derived from FLUX 3. It scored 42.92% on the Robolab-120 benchmark, ahead of the closed model OASIS WAMNVIDIA at 39.0% and NVIDIA's Cosmos3-Nano at 36.8%, and Black Forest Labs says it runs up to 3.95 times faster than Cosmos3-Nano. The company integrated it into Hugging Face's LeRobot platform jointly with NVIDIA, with fine-tuning recipes and edge deployment on NVIDIA Jetson.","attributionJson":"[{\"source\":\"GIGAZINE\",\"url\":\"https://gigazine.net/news/20260925-flux-3-action/\",\"title\":\"Black Forest Labs releases AI model \\\"FLUX 3 Action\\\" for robot control\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":4707,"outputTokens":723,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1791219136,"createdAt":"2026-10-05T16:48:20.000Z","publishedAt":"2026-10-05T16:51:09.000Z","updatedAt":"2026-10-05T16:51:09.000Z"},"cluster":{"id":"c_e8adf7bf5a1e649d1d30355b","canonicalTitle":"ロボット制御向けAIモデル「FLUX 3 Action」をBlack Forest Labsが公開","representativeArticleId":"a_804f1e93e36a266972c25244","sourceCount":1,"writtenSourceCount":1,"writeAttempts":0,"isSolo":true,"entitiesJson":"{\"anime_titles\":[],\"manga_titles\":[],\"work_titles\":[\"FLUX 3 Action\"],\"studios\":[\"Black Forest Labs\"],\"people\":[],\"type\":\"release\",\"domain\":\"other\",\"is_roundup\":false}","contentType":"news","status":"published","firstSeenAt":"2026-09-25T08:20:00.000Z","lastSeenAt":"2026-09-25T08:20:00.000Z","updatedAt":"2026-10-05T16:51:06.000Z"},"attribution":[{"source":"GIGAZINE","url":"https://gigazine.net/news/20260925-flux-3-action/","title":"ロボット制御向けAIモデル「FLUX 3 Action」をBlack Forest Labsが公開"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":["FLUX 3 Action"],"studios":["Black Forest Labs"],"people":[],"type":"release","domain":"other","is_roundup":false},"keyFacts":null}