Black Forest Labs FLUX 3: from video generation to robot control

<p><em>Description:</em><br>Black Forest Labs has launched FLUX 3, a multimodal foundation model that learns jointly from images, video and audio within a single architecture, and mimic robotics has released FLUX-mimic, a video-action model built on that backbone and being tested on real assembly work in Audi&#39;s Production Lab. Nathan Benaich of Air Street Capital, an investor in Black Forest Labs, reads his Air Street Press essay on why a model trained to predict how scenes evolve turns out to be a usable robot controller. Covers the FLUX 3 preference results against Runway Gen-4.5, Grok Imagine Video, Kling v3 Pro, Seedance 2.0 and Gemini Omni Flash; how a lightweight action decoder reads the video prediction path without ever generating video; the frozen-backbone ablation against π0.5; the 101-millisecond system reaction time on a single RTX 5090; and what Air Street&#39;s own robotics deal flow says about where the constraint really sits.</p><p><em>Chapters (estimated at ~150 wpm, slide proportionally against final audio):</em></p><ul><li>0:00 A robot arm in Audi&#39;s Production Lab</li><li>0:40 What Black Forest Labs and mimic released</li><li>1:20 Early access and open weights</li><li>1:50 The preference-test results</li><li>2:40 What a model must represent to predict video</li><li>3:30 Reading actions off the video path</li><li>4:20 The frozen-backbone ablation</li><li>5:00 101 milliseconds, and the Audi tasks</li><li>5:50 What we see in robotics deal flow</li><li>6:30 The road to physical intelligence</li></ul><p><em>Links:</em> <a href="https://bfl.ai/blog/flux-3" target="_blank" rel="noreferrer">FLUX 3</a> · <a href="https://bfl.ai/blog/flux-3-mimic" target="_blank" rel="noreferrer">FLUX-mimic (BFL)</a> · <a href="https://www.mimicrobotics.com/blog/introducing-flux-mimic" target="_blank" rel="noreferrer">FLUX-mimic (mimic)</a> · <a href="https://press.airstreet.com/p/odyssey-series-b" target="_blank" rel="noreferrer">Odyssey Series B</a> · <a href="https://press.airstreet.com/p/black-forest-labs-300-million" target="_blank" rel="noreferrer">BFL Series B</a> ·</p>