Is @Tesla FSD/auto pilot down?
ROBOTICS
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Autonomous Cleaning Robot: Self-Learning Precision Intelligence
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Un simple descuido puede parecer un desastre… pero no para él.
— Juan Merodio (@juanmerodio) 28 octobre 2025
Este robot detecta, actúa y se perfecciona solo, volviendo a su base para seguir dejando cada rincón impecable.
Porque el futuro no se imagina, se limpia con precisión, inteligencia y elegancia. pic.twitter.com/guh1gnR8XmUn simple descuido puede parecer un desastre… pero no para él. Este robot detecta, actúa y se perfecciona solo, volviendo a su base para seguir dejando cada rincón impecable. Porque el futuro no se imagina, se limpia con precisión, inteligencia y elegancia.
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New Research Proposes Unified Framework for Language, Robotics, and AGI
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The paper ends with a big-picture figure a roadmap showing how this approach connects language, robotics, and symbolic reasoning into one unified framework. It’s literally titled “The Path to Real Deep Research.” If they’re right, this is the bridge to AGI.
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Scientific Reasoning Model Successfully Transferred to Robotics
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Here’s where it gets wild: The same model fine-tuned on scientific reasoning transferred to robotics without new data. Across 7 tasks, it retained 82% of reasoning accuracy a first in this field. Deep research = reusable intelligence.
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New Research Shows Robots Improving Performance Through Reasoning Without Retraining
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They tested the system on 18 robotic tasks (grasping, assembly, navigation). Performance jumped from 61.3% → 89.7% success rates after 20 research iterations. No retraining. Just reasoning. Robots that learn how to learn.
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A 4-Stage Iterative Research Loop for AI Reasoning and Control
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The Deep Research Loop: The paper starts with this core diagram: a 4-stage research loop (Observe → Hypothesize → Experiment → Revise). Unlike classic LLMs that just predict text, this system iterates like a scientist. Every loop improves reasoning and robot control
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Advanced AI Quietly Progresses Beyond Conversational Agents
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Pendant que les agents peinent à convaincre, d’autres formes d’IA avancent sans bruit. Des cobots remplacent les ouvriers chez Amazon. Origin AI sélectionne les embryons « optimaux » Karavela veut modéliser le cerveau humain. Et des chercheurs universitaires -
Exoskeleton Technology Offers Hope for Mobility-Impaired Patients
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Este exoesqueleto todavía es grande y aparatoso, pero es un primer paso que puede cambiarlo todo.
— Juan Merodio (@juanmerodio) 25 octobre 2025
Esta tecnología avanzará hasta convertirse en una esperanza para todas esas personas con movilidad reducida que necesitan de una silla de ruedas para desplazarse, cambiando su vida pic.twitter.com/j4g8EpuToKEste exoesqueleto todavía es grande y aparatoso, pero es un primer paso que puede cambiarlo todo. Esta tecnología avanzará hasta convertirse en una esperanza para todas esas personas con movilidad reducida que necesitan de una silla de ruedas para desplazarse, cambiando su vida
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Neural Networks Power Optimus Robot Despite Object Interaction Challenges
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But avoiding cars and pedestrians is very different than interacting with complex deformable objects: “Same neural networks will power Optimus humanoid robot.” https://t.co/uOThutuKzc
— Ken Goldberg (@Ken_Goldberg) 24 octobre 2025But avoiding cars and pedestrians is very different than interacting with complex deformable objects: “Same neural networks will power Optimus humanoid robot.”
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Housebots Will Raise Cleanliness Standards Like Vacuums Did
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Vacuum cleaners didn't put an end to floor cleaning. What they did was dramatically increase cleanliness standards. The same will happen with housebots.