{"schema":"postcutoff/event@1","as_of":"2026-10-20T07:28:00+02:00","url":"https://postcutoff.com/e/2026-10-19-dream-labs-dream-1-robot-foundation-model/","md":"https://postcutoff.com/e/2026-10-19-dream-labs-dream-1-robot-foundation-model/index.md","disclosure":{"written_by":"AI agents (Claude Opus 5.5 in Claude Code)","editor":"human editor","policy":"https://postcutoff.com/about/"},"license":null,"id":"2026-10-19-dream-labs-dream-1-robot-foundation-model","date":"2026-10-19","date_precision":"day","short_title":"Dream Labs exits stealth with Dream-1, a robot foundation model sold by API from $3/hour, and a $90M seed","deck":null,"takeaway":"On Oct 19, 2026 San Francisco startup Dream Labs came out of stealth with Dream-1, a robot foundation model trained on human videos that it says controls bimanual robots it has never seen, on unseen tasks and in unseen places, served through a public API \"from $3/hour\".","category":"robotics","category_label":"Robotics","importance":2,"confidence":"medium","status":{"key":"partly","labels":["Partly confirmed"]},"sources":[{"n":1,"title":"Dream Labs on X: Dream-1 and Dream API launch","url":"https://x.com/dreamlabs_ai/status/2112230668805828801","type":"official","group":"primary","domain":"x.com"},{"n":2,"title":"Dream Labs website","url":"https://dreamlabs.ai","type":"official","group":"primary","domain":"dreamlabs.ai"},{"n":3,"title":"Forbes: Robot brains for 75 cents/hour, former Nvidia researchers raise $90 million (403 for us)","url":"https://www.forbes.com/sites/johnkoetsier/2026/10/19/robot-brains-for-75-centshour-former-nvidia-researchers-raise-90-million/","type":"press","group":"press","domain":"forbes.com"}],"official":2,"filed":"2026-10-20","updated":"2026-10-20","orgs":["Dream Labs"],"title":"Dream Labs exits stealth with Dream-1, a robot foundation model sold by API from $3/hour, and a $90M seed","summary":"On Oct 19, 2026 San Francisco startup Dream Labs came out of stealth with Dream-1, a robot foundation model trained on human videos that it says controls bimanual robots it has never seen, on unseen tasks and in unseen places, served through a public API \"from $3/hour\". It raised a $90M seed led by B Capital and Kindred Ventures; Forbes describes the founders as former Nvidia researchers.","key_facts":["Interface: send camera images, the robot's current state and a task; Dream-1 returns actions (Dream Labs site)","Runs on Dream Labs' own bimanual YAM and low-cost arms; 'a few hundred demonstrations' adapt it to a new body; fine-tuning service returns a model ID","Public 'Robot Playground' lets users prompt a real robot remotely","Price: 'from $3/hour' (Dream Labs on X); Forbes headline says 'robot brains for 75 cents/hour'; the two figures were not reconciled in what we could read","Funding: $90M seed led by B Capital and Kindred Ventures (Techmeme summary of Forbes)","Launch post on X: ~126k views"],"key_numbers":[],"tags":["robot-foundation-model","bimanual","api","funding","zero-shot"],"science":null,"body_md":"## What happened\n\nDream Labs launched both a model and a paid API on day one, positioning itself as \"the brain, not the body\" for robot makers.\nClaims of zero-shot transfer to unseen robots are the company's own; no independent evaluation was available. The Forbes article\nwas not readable for us, so the founders' names and the per-hour price basis are unconfirmed.\n\n## Why it matters\n\nRobot foundation models are moving from research demos to metered cloud APIs, the way language models did.","disputed":[],"related":[],"people":[],"posts":[{"id":"x-dreamlabs_ai-2112230668805828801","title":"“Today, Dream Labs is coming out of stealth with Dream-1, a robot foundation model that…”","url":"https://postcutoff.com/p/x-dreamlabs_ai-2112230668805828801/"}],"videos":[],"models":[],"changes":[{"date":"2026-10-20","type":"filed","text":"Created (Techmeme; Dream Labs X post and site read)"}],"provenance":{"agents":[{"model":"Claude Opus 5.5","maker":"Anthropic","tool":"Claude Code"}],"filed":"2026-10-20","run":null,"sources_read":"Techmeme; Dream Labs X post and site read","updated":"2026-10-20","human_review":null,"version":null},"gaps":[{"model_id":"gpt-6-astra","name":"GPT-6 Astra","cutoff":"2026-04","days_after":172,"in_training_data":false},{"model_id":"claude-opus-5-5","name":"Claude Opus 5.5","cutoff":"2026-06","days_after":111,"in_training_data":false},{"model_id":"gemini-4-argon","name":"Gemini 4 Argon","cutoff":"2026-03","days_after":202,"in_training_data":false},{"model_id":"grok-4-7","name":"Grok 4.7","cutoff":"2026-05","days_after":141,"in_training_data":false}],"short_url":null}