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@ajddavison
From SLAM to Spatial AI; Professor of Robot Vision, Imperial College London; Director of the Dyson Robotics Lab; Co-Founder of Slamcore. FREng, FRS.
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A post says only 10 of 719 manuscripts show the model's reasoning; it calls verification the harder task.
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A user shared the statement; another criticized people they said were attacking it while defending OpenAI.
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Its creators say agents with island experience generally outperformed counterparts without it in tests involving four goals.
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Its team claims activation perturbations can approach backprop, but an outside researcher questions the evidence.
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World Labs says Fei-Fei Li will join AMD as executive vice president and chief scientist, working directly with CEO Lisa Su. The company says the move will bring its spatial AI research closer to the hardware.
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The author of “Agentic Optimisation” says an agent in their AgentSTAR experiments could sometimes accept a lower score for a more plausible 3D reconstruction.
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The author recalls “enormous pushback” to the original prediction and argues that it is looking more obvious by the day.
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A post sharing a ReorientBot video credits a persistent scene representation for the robot’s described capability. A later quote-post highlights explicit representation, planning and online simulation.
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A post introducing AgentSTAR describes an agent-based method for reconstructing and tracking jointed objects from single-camera video. It claims tracking can handle rapid motion, objects largely hidden from view and thin objects.
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The post points to harness-design research as a way to improve performance, highlighting Graph-as-Policy (GaP), which it says was accepted to CoRL.
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François Chollet and ARC Prize discuss GPT-6 Astra's benchmark results and what they mean for AGI claims.
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Researcher shares split-screen video of atlas method turning text into consistent 3D scenes.
