A Public Benefit Corporation informing society about the frontier of physical AI.

Robocurve PBC retweeted
Even really simple things like this require strong knowledge of physics and good reactivity
Dream-1 by @dreamlabs_ai is the first model to complete "Stand Up Bottles", a difficult robotics task that frontier LLMs struggle with.
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Tomorrow's panel at AI Safety Night SF: "What does it mean for AI to be safe enough to act in the physical world?" 🎙️ @chooi_jeq (@robocurve) 🎙️ @apagajewski (@pantographPBC) 🎙️ @jerryhuang01 (@RoboticsCtr) Mod: Christina Hsu (Intuit) Posters are still open!
AI Safety Night SF is back 🔥 Last time: 150+ people, sold out. What’s new: - Theme: From Multimodal to Physical AI - A poster session where YOU present Tue, Oct 20 · San Francisco Poster submissions close Oct 17 Hosting with our CFO, @Skye_Kim_25 Links below 👇
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Robocurve PBC retweeted
incredibly excited for the adoption trajectory of @robocurve. the physical AI benchmarks and evals market will note a similar trajectory to the software AI benchmarks (from generalized tasks to economic tasks). as this continues to accelerate, and as deployment continues to be a crucial focus of my companies - a standard benchmark is needed to assess the performance of models in the real world.
Check out the full 120 eval rollouts done by @robocurve . Full transparency is the only way to move the industry forward.
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Robocurve PBC retweeted
Stand Up Bottles was one of the hardest tasks across all previous models, so it was surreal seeing Dream-1 being able to do this. We will need more tasks to see what robotics models struggle with.
Dream-1 by @dreamlabs_ai is the first model to complete "Stand Up Bottles", a difficult robotics task that frontier LLMs struggle with.
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Robocurve PBC retweeted
Introducing Embodied First Exam: One line of code to run coding agents in 1,090 embodied tasks across 31 simulation suites and 44 robots. Can your agent go far beyond pick-and-place: Puzzles with spatial constraints; Olympic sports with multi-robot collab; Real-time eval, where the world won't pause; Dynamic, agile, whole-body control; AutoResearch with sim2sim Try your own agent: harbor run -d embodied-first-exam -a <your_own_harness> -m <your_own_model>
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Robocurve PBC retweeted
Check out the full 120 eval rollouts done by @robocurve . Full transparency is the only way to move the industry forward.
Replying to @robocurve
We release all 120 Dream-1 robot runs, with full transcripts and videos: robocurve.org/all-runs/?lead…
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Robocurve PBC retweeted
This team is one big reason I believe robotics is closer than it may appear
Dream-1 by @dreamlabs_ai beats every LLM in robotics while being faster than all of them. Dream-1 scores 1.3x higher than GPT-6 Astra Ultrafast while being 1.7x faster.
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Robocurve PBC retweeted
In six days, the robotics SOTA jumped 11 points from Gemini 4 Argon (48%) to Dream-1 (59%). Dream-1 is the first model to score above 50%.
Dream-1 by Dream Labs (@dreamlabs_ai) achieves SOTA in robotics, the first to score above 50% on RoboDojo-RC Tier 1. It beats all frontier LLMs.
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Robocurve PBC retweeted
Ahead of launch, @robocurve evaluated Dream-1 independently. Result: a new Pareto frontier for robot control. 16x cheaper, 1.7x faster, and better performance (59 vs. 48 on RoboDojo-RC Tier 1) than the previous best alternative. LLMs can plan. Robots still need a cheap, fast, and general System 1 to act.
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Dream-1 by @dreamlabs_ai is the first model to complete "Stand Up Bottles", a difficult robotics task that frontier LLMs struggle with.
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Dream-1 by @dreamlabs_ai beats every LLM in robotics while being faster than all of them. Dream-1 scores 1.3x higher than GPT-6 Astra Ultrafast while being 1.7x faster.
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