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Today, Gemini 4 Argon is officially rolling out.
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Argon brings major improvements in spatial reasoning, mathematical precision, and visual coding. Using multi-agent loops in , it autonomously built this entire pagoda complex, sculpting the architecture, foliage, and lighting from scratch in Blender.
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In robotics, Gemini 4 Argon is speeding up real-world physical learning. We let Argon watch a video of a human playing cornhole. It mapped the environment, calculated whole-body joint movements, and autonomously built the simulation code to practice. When transferred to Apptronik’s Apollo humanoid, the robot sank seven straight shots in a real-world trial.
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David Watson 🥑
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it watched one video and sank seven straight. my brother has been practicing at tailgates for years and still can't hit four in a row
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Introducing Robo Use: API to physical worlds for agents One interface, 32 embodiments, 100+ scenarios, and 11 agents and models We aggregated all academic simulator scenarios and ran 2500+ trials with initial results. Preview them or try it yourself 🧵
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The video-to-sim-to-real pipeline is the interesting part here. Was Argon optimizing a reusable control policy, or synthesizing task-specific trajectories/programs through simulation?
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Bill Gates warns of "grim possibilities if we don't maintain control" of AI and says “over the next year we’ll move beyond self-governance… It's clear we're not doing enough.”
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