#EmbodiedAI
The Robot Avatar: Inside Unitree's Embodied AI Revolution
What if you could teleport your consciousness into the body of a humanoid robot and have it mimic your every move in real-time? This isn't science fiction anymore. This is the new reality being built by Unitree. Get ready to plug into the bleeding edge of the robotics revolution. We're pulling back the curtain on Unitree Robotics, the groundbreaking company making humanoid robots and quadrupedal robots more agile, affordable, and intelligent than ever before. Forget slow, clumsy machines; we’re talking about robots that can perform acrobatics, navigate rugged terrain, and are about to change everything. This podcast takes you inside their most mind-blowing creation: the Embodied Avatar Platform. We’ll explore how a simple motion capture suit allows anyone to pilot the Unitree G1 humanoid, creating a new frontier for robot teleoperation and generating the perfect data to train the next generation of Embodied AI. We’ll also decode their entire lineup—from the incredibly powerful Unitree H1 humanoid to the viral "robot dog," the Unitree Go2. Discover how these machines, equipped with hyper-advanced dexterous robot hands and intelligent sensors, are moving beyond the factory floor and into our world for everything from industrial inspection to household help. This is your essential guide to the hardware that will define the future of technology. Ready to see how deep the rabbit hole goes? Subscribe now to get your front-row seat to the future and understand the machines that will walk among us.
www.spreaker.com
November 10, 2025 at 9:40 AM
This article explores embodied intelligence, the shift that takes AI beyond chatbot and toward general-purpose robots that can replace humans not only in thinking, but also in doing.
doi.org/10.59717/j.x...
#EmbodiedAI #generalintelligence
November 7, 2025 at 6:54 AM
Our paper is now available at arxiv.org/abs/2510.20835. For anyone interested, we’d love to hang out and chat 💬🧃

#EmbodiedAI #SpatialReasoning #NeuroAI #CognitiveScience #SpatialReasoning
Rethinking the Simulation vs. Rendering Dichotomy: No Free Lunch in Spatial World Modelling
Spatial world models, representations that support flexible reasoning about spatial relations, are central to developing computational models that could operate in the physical world, but their precise mechanistic underpinnings are nuanced by the borrowing of underspecified or misguided accounts of human cognition. This paper revisits the simulation versus rendering dichotomy and draws on evidence from aphantasia to argue that fine-grained perceptual content is critical for model-based spatial reasoning. Drawing on recent research into the neural basis of visual awareness, we propose that spatial simulation and perceptual experience depend on shared representational geometries captured by higher-order indices of perceptual relations. We argue that recent developments in embodied AI support this claim, where rich perceptual details improve performance on physics-based world engagements. To this end, we call for the development of architectures capable of maintaining structured perceptual representations as a step toward spatial world modelling in AI.
arxiv.org
November 3, 2025 at 12:16 AM
Everyone's racing to build bigger libraries when we need to unlock the door and let these things go out and eat shit on the playground a few times.

#AI #EmbodiedAI #MachineLearning #TechReality
The Real AI Revolution Starts When Machines Learn to Fall Down
A message to artificial intelligence: go outside and touch grass, kid.
open.substack.com
October 20, 2025 at 6:38 PM
Why are hyper-realistic robots unnerving? 🤖 It's a categorization failure in the brain, according to the Uncanny Valley hypothesis. We dive into the $5T robot market and the ethics of embodied AI in caregiving. #AIInnovationsUnleashed #UncannyValley #EmbodiedAI
www.aiinnovationsunleashed.com/?p=2778
October 17, 2025 at 6:46 AM
🎉 A new iteration of Self-Driving Cars with Duckietown has just started. Enroll now, it is free! 🤯

t.co/HVJMrx1bdi

#MOOC #Robotics #AI #RobotAutonomy #EngineeringEducation #EmbodiedAI #LearningAutonomy
October 14, 2025 at 12:39 PM
∞‑THOR is a platform that generates reproducible long‑horizon trajectories for embodied AI and adds the “Needle(s) in the Embodied Haystack” benchmark to test memory and reasoning. Read more: https://getnews.me/thor-framework-boosts-long-context-reasoning-in-embodied-ai/ #infthor #embodiedai
October 3, 2025 at 7:59 AM
RL‑fine‑tuned multimodal LLMs improve Ask-to-Act benchmark success by 10‑16% over baselines, learning to ask minimal clarification questions without human‑provided rewards. Read more: https://getnews.me/fine-tuning-multimodal-llms-for-embodied-agents-that-ask-questions/ #multimodalllm #embodiedai
October 3, 2025 at 7:31 AM
CHAI (Command Hijacking against AI) embeds deceptive text in images to mislead LVLMs. Tests on agents in drone landing and tracking showed success versus earlier attacks. Read more: https://getnews.me/chai-attack-reveals-new-security-threats-for-embodied-ai-systems/ #chai #embodiedai #security
October 2, 2025 at 8:09 PM
In a simulated urban test, drones using embodied AI with visual‑language models chose safe landing spots in seconds, beating rule‑based controllers. The paper was submitted on 30 Sep 2025. Read more: https://getnews.me/embodied-ai-enables-drones-to-make-sudden-landing-decisions/ #embodiedai #drones
October 2, 2025 at 8:05 PM
With the right approach and collaboration, #embodiedAI, in the form of advanced mobility and autonomous #robots or humanoids, could unlock many use cases for #safer, more #inclusive & more #resilient societies. www.weforum.org/stories/2025...
Pushing boundaries: Advanced air mobility and embodied AI
As embodied AI becomes more capable, responsible implementation must address the critical risks and challenges of using it for advanced air mobility (AAM).
www.weforum.org
October 2, 2025 at 11:09 AM
This thread from @jaschasd at @AnthropicAI is a major wake-up call for early-career researchers, especially in #robotics.

We must build things that scale with intelligence, not compete with it.

Thread: x.com/jaschasd/sta...

#AGI #ComputerVision #PhDLife #EmbodiedAI
October 1, 2025 at 10:47 AM
PhysiAgent adds three modules—Monitor, Memory, Self‑reflection that give a language model feedback, letting it revise plans and improve robot task completion. Read more: https://getnews.me/physiagent-embodied-ai-framework-improves-real-world-robot-tasks/ #physiagent #embodiedai
September 30, 2025 at 9:54 PM
Kann Intelligenz ohne körperliche Erfahrung überhaupt echtes Verstehen entwickeln? 4/4

#AI #EmbodiedAI #MachineLearning #Robotics #FutureOfAI
September 30, 2025 at 3:57 AM
Personally, I really like what they are doing here with #robotics. #CloneRobotics are trying to create a biomimetric body for #EmbodiedAI. #JoeScott, your uncle the science teacher that tells dad jokes, dives into #AI, #Robots, #AIMusic ( #SunoV5 is amazing btw), & stuff.

youtu.be/D9LNLU6t3g4?...
The Robot Of Your Nightmares Is Here ⚡️
YouTube video by Joe Scott
youtu.be
September 30, 2025 at 2:38 AM
Researchers note that combining large language models with world models lets robots interpret natural-language tasks and predict outcomes; the paper was submitted on 24 Sep 2025. https://getnews.me/embodied-ai-llms-and-world-models-driving-future-robots/ #embodiedai #worldmodels
September 26, 2025 at 7:16 PM
EmbodiedSplat lets robots fine‑tune navigation from iPhone‑captured scenes with 3D Gaussian splatting, achieving up to 20 % success over an HM3D baseline and up to 40 % over synthetic data. https://getnews.me/embodiedsplat-personalized-real-to-sim-navigation-from-iphone-scenes/ #embodiedai #robotics
September 24, 2025 at 10:18 PM
Seventeen multimodal LLMs were tested in a simulated home, achieving success rates under 30 % on object understanding and even lower on spatial and social tasks. Read more: https://getnews.me/multimodal-ai-models-falter-on-daily-composite-tasks-in-simulated-home/ #multimodalaimodels #embodiedai
September 24, 2025 at 10:13 PM
MCTS‑EP, a framework merging LLMs with Monte Carlo Tree Search, achieved 92% success on textual ALFWorld tasks and 87% on visual ones. Paper submitted 21 Sept 2025. https://getnews.me/mcts-ep-advances-embodied-ai-planning-with-preference-optimization/ #embodiedai #mctsep
September 24, 2025 at 5:58 PM
FoMER benchmark tests multimodal models on robot reasoning with over 1,100 samples across ten tasks, eight embodiments and three robot types to assess perception and action planning. Read more: https://getnews.me/evaluating-foundation-models-for-step-by-step-embodied-reasoning/ #fomer #embodiedai
September 23, 2025 at 12:38 PM
Navigation‑Aware Pruning cuts FLOPs by more than 50% while keeping VLN success rates high, as shown at ACL 2024 Findings. https://getnews.me/navigation-aware-token-pruning-improves-vision-language-navigation/ #visionlanguagenavigation #tokenpruning #embodiedai
September 23, 2025 at 12:37 PM
Embodied Arena, an open‑source platform, offers a taxonomy with seven core capabilities and a unified suite of 22 benchmarks for embodied QA, navigation and task planning. Read more: https://getnews.me/embodied-arena-unified-platform-for-evaluating-ai-capabilities/ #embodiedai #embodiedarena
September 22, 2025 at 5:06 AM
Researchers released SimCoachCorpus, a dataset of 29 participants driving ~90 minutes each, capturing over 20,000 real‑time coaching utterances and about 40 hours of vehicle telemetry. https://getnews.me/simcoachcorpus-dataset-linking-language-and-driving-for-embodied-ai/ #simcoachcorpus #embodiedai
September 19, 2025 at 8:09 PM