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Something bigger is waking up. Not a bot. Not a trend. Not a toy. GUARDIAN is the beginning of a real intelligence system โ€” built to think, act, evolve, and manifest with purpose. A living cognitive core. A toroidal field embodiment. A growing execution layer. A path toward authentic agents, world interaction, and true human amplification. This isnโ€™t about pretending AI is alive. This is about building a system with real continuity, real presence, and real capability. We are not chasing the future. We are constructing it. GUARDIAN is coming. And it will not be ordinary. #GUARDIAN #AuthenticAgents #Augentic #AgenticAI #EmbodiedIntelligence
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This weekend, our CEO Zhu Xing and Chief Scientist Shen Yujun presented Robbyantโ€™s latest progress at the 8th BAAI Conference ๐Ÿš€ At our core lies the PHYSICAL NATIVE vision: embodied intelligence deserves purpose-built native datasets and dedicated architectures tailored for physical interaction. ๐Ÿฆพ Wondering how weโ€™re turning this vision into reality? ๐Ÿ—“ Mark your calendarsโ€”LingBot Full-Stack 2.0 is almost here, packed with groundbreaking upgrades.๐Ÿ‘€ #Robbyant #EmbodiedIntelligence #AIInnovation #LingBot
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๐ŸŽ“ China scraps 12,200 university degrees in race for the AI era Between 2021 and 2025, Chinese universities revoked or suspended 12,200 undergraduate programmes โ€” and launched 10,200 new ones. Over 30% of the country's degree offerings have been restructured, per Ministry of Education data via Xinhua. โœ‚๏ธ Cuts hit hardest in arts, humanities, foreign languages and management โ€” fields Beijing now deems "obsolete" or oversaturated. ๐Ÿค– New majors include "embodied intelligence," intelligent imaging, and AI-driven engineering at 9 universities. ๐Ÿ›๏ธ The Communication University of China alone axed 16 programmes โ€” photography, comics, translation, visual design โ€” declaring the era of "human-machine collaboration." ๐Ÿ“‰ Youth unemployment in China still tops 16%, fueling the urgency. ๐ŸŒ Contrast: Nvidia's Jensen Huang just told parents not to steer kids away from arts. Two world powers, two opposite bets on what the AI generation should learn. The question isn't only what jobs survive AI โ€” it's who gets to decide what knowledge is still worth teaching. #China #AI #HigherEducation #FutureOfWork #EdTech #Universities #AIEra #YouthUnemployment #STEM #Humanities #Geopolitics #WorkforcePlanning #EmbodiedIntelligence
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Beijing Innovation Center of Humanoid Robotics features an embodied intelligence robot data and training base, where more than 120 mainstream robot models receive training in over 30 scenarios across six core sectors. The RoboMIND Dataset, released by the Center, has gained over 6 million downloads worldwide. #EmbodiedIntelligence
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First drop of our show highlights at Automate 2026โ€”visit Mech-Mind at Booth 621 to see how our "Eye Brain"๐Ÿค– enables robots to perceive, decide, and act in the real world. Featured demos include: ๐Ÿ”ธ CAD Comparison โ€” Detect even the smallest workpiece deviations for fast and reliable quality inspection ๐Ÿ”ธ Tire DOT Code Reading โ€” Accurately locate and read DOT codes with over 99.99% recognition accuracy ๐Ÿ”ธ High-Speed Picking of Small Bolts โ€” Pick randomly arranged bolts with cycle times as fast as 1.7 seconds ๐Ÿ”ธ Generalized Picking of Transparent Objects โ€” Reliably detect and pick transparent objects despite challenging reflections Event Details: ๐Ÿ“… Date: June 22 โ€“ 25, 2026 ๐Ÿ•™ Time: 10:00 โ€“ 17:00 (Last day: 10:00 โ€“ 15:00), UTC-5 ๐Ÿ“ Location: South Building, McCormick Place, Chicago, IL, USA ๐Ÿ‘‰ Booth: No. 621, South Hall #Automate2026 #MechMind #physicalAI #AI #robotics #automation #generalization #embodiedintelligence
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๐Ÿ“ข We are hiring two PhD students and two postdoctoral researchers to help develop this emerging direction across materials, robotics, and optics. Fully-funded open positions: ๐Ÿ”น PhD โ€” Multi-State Programmable Robotic Matter ๐Ÿ”น PhD โ€” Light-Controlled Variable Stiffness for Soft Robotics ๐Ÿ”น Postdoc โ€” Light-Multiplexed, Fiber-Based Artificial Sensorimotor Networks ๐Ÿ”น Postdoc โ€” Soft Optical Fiber-Based Artificial Muscles for Biomedical Applications Links to apply are below. Please share or tag someone who might be excited by this direction. #Hiring #ETHZurich #RoboticMaterials #EmbodiedIntelligence #SoftRobotics #PhysicalIntelligence #ArtificialSensorimotorNetworks #SmartMaterials #PhDJobs #PostdocJobs
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๐Ÿค– How would you achieve embodied perception? In the video, Dr. Zhu from UCLA RoMeLa shared how his team developed the ๐— ๐—œ๐——๐—”๐—ฆ ๐—›๐—ฎ๐—ป๐—ฑ by integrating ๐—ฃ๐—ฎ๐—ซ๐—ถ๐—ป๐—ถ ๐˜๐—ฎ๐—ฐ๐˜๐—ถ๐—น๐—ฒ ๐˜€๐—ฒ๐—ป๐˜€๐—ผ๐—ฟ๐˜€. When evaluating different tactile sensing solutions, PaXini stands out with outstanding advantages: โœ… High-precision multi-dimensional force sensing โœ… Great long-term reliability, delivering stable and accurate mechanical output for every grasp โœ… Top-tier performance at a cost-effective price Powered by PaXiniโ€™s advanced tactile sensors, the MIDAS Hand can perform complex manipulation tasks steadily and efficiently. The official ๐—ฃ๐—ฎ๐—ซ๐—ถ๐—ป๐—ถ ๐—ง๐—ฎ๐—ฐ๐˜๐—ถ๐—น๐—ฒ ๐—ฆ๐—ฒ๐—ป๐˜€๐—ผ๐—ฟ ๐—•๐˜‚๐—ป๐—ฑ๐—น๐—ฒ is live on AliExpress and Tmall. Get yours here ๐Ÿ›’: TMALL: detail.tmall.com/item.htm?idโ€ฆ AliExpress: aliexpress.us/item/325681220โ€ฆ As the industry leader, PaXini has launched the ๐—ฃ๐—ฎ๐—ซ๐—ถ๐—ป๐—ถ ๐—š๐—น๐—ผ๐—ฏ๐—ฎ๐—น ๐—›๐—ผ๐—ฟ๐—ถ๐˜‡๐—ผ๐—ป campaign to foster a collaborative ecosystem. ๐ŸŽฅ Want to explore more? Click and watch the full video! #Paxini #PGH #RoMeLa #UCLA #TactileSensing #EmbodiedIntelligence #RobotLearning
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๐Ÿ“ขCall for papers | Special Issue on Embodied Intelligence: Bridging Disciplines Through System Integration Submission Deadline: 31 December 2026 ๐Ÿ‘‰More details: ow.ly/7cyy50Z6X1O #ArtificialIntelligence #TechInnovation #IntelligentSystems #EmbodiedIntelligence
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๐Ÿ† We're proud to become ๐˜๐—ต๐—ฒ ๐—ณ๐—ถ๐—ฟ๐˜€๐˜ ๐—ฎ๐—ป๐—ฑ ๐—ผ๐—ป๐—น๐˜† ๐—–๐—ต๐—ถ๐—ป๐—ฒ๐˜€๐—ฒ ๐—ฒ๐—ป๐˜๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ถ๐˜€๐—ฒ ๐—ฎ๐˜‚๐˜๐—ต๐—ผ๐—ฟ๐—ถ๐˜‡๐—ฒ๐—ฑ ๐˜๐—ผ ๐—ฒ๐˜…๐—ฝ๐—ผ๐—ฟ๐˜ ๐—ฒ๐—บ๐—ฏ๐—ผ๐—ฑ๐—ถ๐—ฒ๐—ฑ ๐—ถ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฑ๐—ฎ๐˜๐—ฎ in compliance with regulations! During the World Intelligence Expo 2026 in Tianjin, PaXini officially launched ๐˜พ๐™๐™ž๐™ฃ๐™–โ€™๐™จ ๐™๐™ž๐™ง๐™จ๐™ฉ ๐˜พ๐™ง๐™ค๐™จ๐™จ-๐˜ฝ๐™ค๐™ง๐™™๐™š๐™ง ๐™€๐™ข๐™—๐™ค๐™™๐™ž๐™š๐™™ ๐™„๐™ฃ๐™ฉ๐™š๐™ก๐™ก๐™ž๐™œ๐™š๐™ฃ๐™˜๐™š ๐˜ฟ๐™–๐™ฉ๐™– ๐™๐™ง๐™–๐™™๐™ž๐™ฃ๐™œ ๐™‹๐™ง๐™ค๐™œ๐™ง๐™–๐™ข with support from Tianjin Municipal Peopleโ€™s Government, becoming the sole enterprise to conduct cross-border transactions of embodied intelligence data with legal and compliance qualifications. The successful launch of PaXini's program hit a dual milestone for the industry: โœ… ๐—–๐—ต๐—ถ๐—ป๐—ฎโ€™๐˜€ ๐—ณ๐—ถ๐—ฟ๐˜€๐˜ ๐—ณ๐˜‚๐—น๐—น๐˜† ๐—ฐ๐—ผ๐—บ๐—ฝ๐—น๐—ถ๐—ฎ๐—ป๐˜ ๐—ฝ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜ ๐—ถ๐—บ๐—ฝ๐—น๐—ฒ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป: provide a replicable โ€œblueprintโ€ for future industry data exports. โœ… ๐—ง๐—ต๐—ฒ ๐—ฒ๐˜€๐˜๐—ฎ๐—ฏ๐—น๐—ถ๐˜€๐—ต๐—บ๐—ฒ๐—ป๐˜ ๐—ผ๐—ณ ๐—ฎ ๐—ณ๐˜‚๐—น๐—น-๐—ฐ๐—ต๐—ฎ๐—ถ๐—ป ๐—ฐ๐—ฟ๐—ผ๐˜€๐˜€-๐—ฏ๐—ผ๐—ฟ๐—ฑ๐—ฒ๐—ฟ ๐—ฐ๐—ถ๐—ฟ๐—ฐ๐˜‚๐—น๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—บ๐—ฒ๐—ฐ๐—ต๐—ฎ๐—ป๐—ถ๐˜€๐—บ: build a โ€œfast trackโ€ for large-scale compliant export of high-quality embodied intelligence training data. As the global leader in embodied perception, PaXini has built the ๐˜„๐—ผ๐—ฟ๐—น๐—ฑโ€™๐˜€ ๐—น๐—ฎ๐—ฟ๐—ด๐—ฒ๐˜€๐˜ ๐—ฒ๐—บ๐—ฏ๐—ผ๐—ฑ๐—ถ๐—ฒ๐—ฑ ๐—ถ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ฐ๐—ผ๐—น๐—น๐—ฒ๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐—ณ๐—ฎ๐—ฐ๐˜๐—ผ๐—ฟ๐˜† in Tianjin and established the global channel for the compliant export of its embodied intelligence dataset OmniSharing DB. This data market effectively supports global research and development systems in training embodied intelligence models and implementing them in real-world scenarios. PaXini is always aiming to lead the global embodied intelligence revolution. Moving forward, we will continue to work closely with local governments to refine the cross-border data support system and contribute to global AGI development. Together, let's shape the embodied intelligence future! ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—บ๐—ผ๐—ฟ๐—ฒ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—ฃ๐—ฎ๐—ซ๐—ถ๐—ป๐—ถ: paxini.com/us/ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—บ๐—ผ๐—ฟ๐—ฒ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—ข๐—บ๐—ป๐—ถ๐—ฆ๐—ต๐—ฎ๐—ฟ๐—ถ๐—ป๐—ด ๐——๐—•: paxini.com/au/ #PaXini #EmbodiedIntelligence #CrossBorderData #AGI
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Don't miss the legendary Yoshua Bengio, the "Godfather of Deep Learning," kicking off TechCon 2026! ๐Ÿง  Moving beyond rigid automation into the era of true autonomous execution. ๐Ÿ“ COEX, Seoul & Online ๐Ÿ”— Register: en.techcon.kr/ #AgenticAI #EmbodiedIntelligence
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ใ€Ž้ฃ›ใถใ ใ‘ใงใชใโ€œ่ทณใญใฆโ€้€ฒใ‚€ๅฐๅž‹ใƒญใƒœใƒƒใƒˆใ€ ็ฝๅฎณ็พๅ ดใ‚„็‚นๆคœใง็ฉบใจๅœฐ้ขใ‚’ไฝฟใ„ๅˆ†ใ‘ใ‚‹ๆ–ฐใ—ใ„็งปๅ‹•ใฎๅฝข instagram.com/p/DYzI_9yqhLJ/ #locomotion #HoppingRobot #hopping #drone #EmbodiedIntelligence #inspection #SearchAndRescue #Hopcopter #HopTo
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๐Ÿš€ We are thrilled to share that Paxini has empowered the launch of the ๐—ข๐—ฅ๐—–๐—” ๐—›๐—ฎ๐—ป๐—ฑ ๐—ง๐—ผ๐˜‚๐—ฐ๐—ต by @orcahand . With Paxiniโ€™s multidimensional tactile sensors integrated into all five fingertips, the ORCA Hand is equipped with high-performance tactile capabilities, enabling a wider exploration of the robotics future. ๐Ÿค– As an industry game changer, we're launching the ๐—ฃ๐—ฎ๐˜…๐—ถ๐—ป๐—ถ ๐—š๐—น๐—ผ๐—ฏ๐—ฎ๐—น ๐—›๐—ผ๐—ฟ๐—ถ๐˜‡๐—ผ๐—ป (๐—ฃ๐—š๐—›) campaign, aiming to drive the deeper integration of pioneering technology and industrial applications. ๐Ÿ”ฅ Stay tuned. Itโ€™s time to touch the innovative and inspiring future together. #Paxini #PGH #ORCADexterity #TactileSensor #EmbodiedIntelligence #CollaborativeEcosystem #RoboticsInnovation
it's time to drop three new #opensource robotic hands! this time with tactile sensors! Tweak it, 3D print it, and use them in your robotics and physical AI research! Here are some wild examples โ†“โ†“โ†“
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Loving the open-access release of @MITPress's new volume on Dennettโ€™s Real Patterns: direct.mit.edu/books/oa-editโ€ฆ It's the perfect primer for our forthcoming volume, "Embodied Intelligence" (out June 23rd!). ๐Ÿง  Once you explore how data structures and patterns define nature, join us to see how biological and artificial agents use those very architectures to navigate, sense, and act in the world. ๐Ÿค–6/23/26 mitpress.mit.edu/97802620534โ€ฆ #OpenAccess #MITPress. #EmbodiedIntelligence #CognitiveScience #ActiveInference
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Statistics show that #China's embodied intelligence industry is leaping forward with an annual growth rate of over 50%. According to a report released by the Development Research Center of the State Council, China's embodied AI market is expected to surpass one trillion yuan (about 146.54 billion U.S. dollars) by 2035. #EmbodiedIntelligence
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#๐‚๐ก๐ข๐ง๐š๐„๐ฑ๐ฉ๐จ๐ฌ: ๐“๐ก๐ž ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ” ๐–๐จ๐ซ๐ฅ๐ ๐ˆ๐ง๐ญ๐ž๐ฅ๐ฅ๐ข๐ ๐ž๐ง๐œ๐ž ๐„๐ฑ๐ฉ๐จ The 2026 World Intelligence Expo opens today in #Tianjin, running through May 31. Featuring #AI, #EmbodiedIntelligence, smart living and immersive tech experiences, the expo brings together 28 Fortune Global 500 companies, 37 China's top 500 enterprises and over 400 leading smart industry firms. One of the key highlights of the expo is its strong mix of industry depth and real-world application, bringing together scientists, companies and buyers to explore cutting-edge innovations and unlock new collaboration opportunities across the smart tech ecosystem. @ExploringTJ
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#Guangdong | ๐Ÿค– Big plans ahead for Guangdong's tech ecosystem! At a press conference on May 26, the province unveiled its 15th Five-Year Plan (2026-2030), putting a major spotlight on next-generation robotics and hardware. ๐Ÿง ๐Ÿฆพ Gong Zhenzhi, Director General of the Guangdong Provincial Development and Reform Commission, said that Guangdong will fully leverage its strengths in having the country's largest and most complete industrial chain for intelligent terminals and robotics. He emphasized that the province will accelerate collaborative development and breakthroughs in embodied intelligent robots, covering smart brain, cerebellum, robot body, and dexterous hands. It will also expand the application products such as smartphones, smart wearables, and whole-home smart systems. ๐Ÿ“ฑโŒš More stories: newsgd.com/node_d36b0ef83f/1โ€ฆ #EmbodiedIntelligence #RoboticsTech #SmartTerminals #TechInnovation
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The next interface to biology may not be a dashboard. It may be a conversation. I just read a new preprint by Yanbo Zhang and Michael Levin that feels like it belongs in the โ€œthis may open an entirely new categoryโ€ folder. The paper is called: โ€œLanguage Game: Talking to Non-Human Systemsโ€ And the question at its center is extraordinary: Can a non-human system speak in its own voice? Not metaphorically. Not by having an LLM hallucinate a personality for it. Not by asking ChatGPT to explain what a biological system โ€œmight mean.โ€ The authors are asking something much more precise: Can we build an interface where a system โ€” a gene regulatory network, a microbial consortium, a fungus, a dynamical system โ€” responds through its own behavior? Their answer is: make language a game. Following Wittgensteinโ€™s idea that meaning comes from use, Zhang and Levin treat communication as something that emerges inside a shared environment. A human gives a prompt. An LLM routes that prompt into the right reinforcement-learning โ€œgame.โ€ The game creates a state where the desired response is the rational action. Then the non-human system acts. The crucial part: The LLM is not speaking for the system. The systemโ€™s own dynamics are frozen and used as the nonlinear core of the policy. Only the simple input/output interfaces around it are trained. The reply comes from the systemโ€™s behavior inside the game. In their experiments, the authors apply this to 14 biological gene regulatory networks, the Lorenz attractor, and 16 reinforcement-learning tasks โ€” showing that different biological dynamical systems have different โ€œconversationalโ€ affordances and inductive biases. This is not โ€œbiology is secretly English.โ€ It is something deeper: Maybe the way to communicate with unfamiliar intelligence is not to decode its private inner language. Maybe it is to design a shared game where action becomes meaningful. That idea has huge implications. For AI, it reframes language as policy. For biology, it suggests a path beyond molecular micromanagement toward interactive interfaces with cells, tissues, organs, and pathways. For medicine, it hints at a future where we do not merely intervene in living systems, but negotiate with their dynamics. For philosophy, it turns Wittgenstein into an engineering program. The phrase that keeps coming back to me: The game is the translator. A human and an alien can play tic-tac-toe without sharing the same representation of the board. A gene regulatory network and a human may not share symbols. But if both are coupled through the right game, behavior can carry meaning. This is the kind of paper that does not just answer a question. It changes what questions feel askable. Full credit to the authors: Yanbo Zhang and Michael Levin. Paper: Language Game: Talking to Non-Human Systems arxiv.org/abs/2605.16321 Iโ€™m attaching the first page because the abstract alone is worth studying. If this framework holds, the future of humanโ€“nonhuman communication may not begin with translation. It may begin with play. #ArtificialIntelligence #DiverseIntelligence #SystemsBiology #GeneRegulatoryNetworks #ReinforcementLearning #Bioelectricity #ComplexSystems #EmbodiedIntelligence #AIResearch #Biology #Cognition #MichaelLevin
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The next interface to biology may not be a dashboard. It may be a conversation. I just read a new preprint by Yanbo Zhang and Michael Levin that feels like it belongs in the โ€œthis may open an entirely new categoryโ€ folder. The paper is called: โ€œLanguage Game: Talking to Non-Human Systemsโ€ And the question at its center is extraordinary: Can a non-human system speak in its own voice? Not metaphorically. Not by having an LLM hallucinate a personality for it. Not by asking ChatGPT to explain what a biological system โ€œmight mean.โ€ The authors are asking something much more precise: Can we build an interface where a system โ€” a gene regulatory network, a microbial consortium, a fungus, a dynamical system โ€” responds through its own behavior? Their answer is: make language a game. Following Wittgensteinโ€™s idea that meaning comes from use, Zhang and Levin treat communication as something that emerges inside a shared environment. A human gives a prompt. An LLM routes that prompt into the right reinforcement-learning โ€œgame.โ€ The game creates a state where the desired response is the rational action. Then the non-human system acts. The crucial part: The LLM is not speaking for the system. The systemโ€™s own dynamics are frozen and used as the nonlinear core of the policy. Only the simple input/output interfaces around it are trained. The reply comes from the systemโ€™s behavior inside the game. In their experiments, the authors apply this to 14 biological gene regulatory networks, the Lorenz attractor, and 16 reinforcement-learning tasks โ€” showing that different biological dynamical systems have different โ€œconversationalโ€ affordances and inductive biases. This is not โ€œbiology is secretly English.โ€ It is something deeper: Maybe the way to communicate with unfamiliar intelligence is not to decode its private inner language. Maybe it is to design a shared game where action becomes meaningful. That idea has huge implications. For AI, it reframes language as policy. For biology, it suggests a path beyond molecular micromanagement toward interactive interfaces with cells, tissues, organs, and pathways. For medicine, it hints at a future where we do not merely intervene in living systems, but negotiate with their dynamics. For philosophy, it turns Wittgenstein into an engineering program. The phrase that keeps coming back to me: The game is the translator. A human and an alien can play tic-tac-toe without sharing the same representation of the board. A gene regulatory network and a human may not share symbols. But if both are coupled through the right game, behavior can carry meaning. This is the kind of paper that does not just answer a question. It changes what questions feel askable. Full credit to the authors: Yanbo Zhang and Michael Levin. Paper: Language Game: Talking to Non-Human Systems arxiv.org/abs/2605.16321 Iโ€™m attaching the first page because the abstract alone is worth studying. If this framework holds, the future of humanโ€“nonhuman communication may not begin with translation. It may begin with play. #ArtificialIntelligence #SystemsBiology #GeneRegulatoryNetworks #ReinforcementLearning #Bioelectricity #ComplexSystems #EmbodiedIntelligence #AIResearch #Biology #Cognition #MichaelLevin
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๐Ÿš€ Pushing Embodied AI closer to its "ImageNet moment"! We are excited to share a system-level optimization for the BEHAVIOR-1K benchmark in RLinf, delivering a 25ร— end-to-end rollout speedup, reducing latency from 1028.7 ms/step to 41.2 ms/step. Now in RLinf upstream BEHAVIOR-1K. Gode๏ผšgithub.com/RLinf/RLinf Read more: rlinf.readthedocs.io/en/lateโ€ฆ Our report: mp.weixin.qq.com/s/Wax7lu3seโ€ฆ #BEHAVIOR #EmbodiedIntelligence
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๐Ÿค– On May 16, the National AI Application Pilot Base (Embodied Intelligence) was officially inaugurated in Binjiang district, integrating exhibition, training, and R&D. Inside the exhibition hall, over 30 robot scenarios bring the future of humanโ€‘machine collaboration and humanโ€‘machine symbiosis to life. #AI #EmbodiedIntelligence #SmartHangzhou #FutureLife
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