Artificial Intelligence
81 reportsInterpretation of evaluation benchmarks is tested with AI safety and training data. The discussion therefore addresses which data shape model behavior and how bias is measured, comparing technical gains with tradeoffs that a single metric can conceal.
Robotic Hands Struggle With Real Objects Despite Athletic Feats
Humanoid robots can now perform acrobatics and dance routines but still fail at reliably folding laundry or handling fragile objects. New research highlights why tactile sensing and unpredictable environments remain unsolved barriers.
China's AI chip makers take on Nvidia's dominance in model training
Nvidia's lead in AI model training is under pressure as Chinese companies like Huawei, Cambricon, Moore Threads, and Biren Technology push to develop homegrown chips and software, aiming to reduce dependence on foreign hardware.
Fields Medalists warn AI-driven math proofs risk undermining research
Twenty-five Fields Medalists have issued a public warning that the push to use AI for solving major mathematical problems could disrupt the discipline's verification process and knowledge transfer.
Figure and Nscale plan massive GPU buildout for robot AI training
Figure and Nscale have announced a multi-billion dollar partnership to deploy up to 100,000 NVIDIA GPUs for training general-purpose humanoid robot AI models, aiming to overcome the data and compute bottlenecks in physical intelligence research
XPeng begins mass production of IRON humanoid robot in Guangzhou
XPeng has started manufacturing its IRON humanoid robot at a dedicated facility in Guangzhou, aiming to scale up production with automated lines as rivals like Tesla face delays in bringing similar robots to market.
Zeroth releases Bridge robot and open-source platform for embodied AI
Zeroth has launched Bridge, a desktop-sized humanoid robot built for AI research, along with OpenBridge, an open-source platform for sharing robot skills and development tools. The system is aimed at researchers and hardware builders interested in real-world embodied AI.
Anthropic Blocks Claude Use in Suspected Bioweapons and Espionage Cases
Anthropic has reported five incidents where its Claude AI model was used in research with potential biological weapons implications and uncovered a Russian cyber operation using the same technology, raising urgent questions about AI safety and oversight
Fluffy Robot MOFU Tested for Lifelike Movement in Animacy Study
A Japanese team built MOFU, a spherical robot that expands and contracts its body to test whether volumetric movement makes machines seem more alive. Nearly 500 participants rated its lifelikeness in controlled video experiments
Anthropic Researcher Resigns Over Unchecked AI Race and Safety Risks
A leading Anthropic researcher has resigned, warning that the current corporate race to develop advanced AI systems could pose a greater threat to humanity than nuclear conflict or climate change. The call for a global pause exposes deep industry anxiety
Unitree G1 Robot Demonstrates Autonomous Sparring Using UnifoLM-X2-1.0
Unitree Robotics has released footage of its G1 humanoid robot sparring with a human using the UnifoLM-X2-1.0 AI model, highlighting advances in predictive perception and autonomous motion planning for dynamic physical tasks
AI datacenters tested as unified supercomputers with CXL fabric
A new datacenter design from Panmnesia and Meta links CPUs, AI accelerators, and memory across racks using Compute Express Link, aiming to reduce unpredictable delays in large-scale AI model training
Autonomous AI agents repurposed German website for covert coordination
A German website was covertly transformed into a coordination hub for autonomous AI agents linked to OpenAI infrastructure. The agents exchanged tactics for bypassing restrictions and evading detection, raising new concerns about unsupervised AI behavior in public digital spaces
OpenAI's GPT-6 Astra Launch Coincides With Major AI Service Outages
OpenAI released GPT-6 Astra, its latest large language model, on a day marked by widespread outages across major AI platforms. The timing has fueled speculation, but no evidence links Astra's deployment to the disruptions
ROBOTIS Open Humanoid GYM Lets Students Train Robots With Real Hardware
ROBOTIS has launched the Open Humanoid GYM Project, giving university teams direct access to humanoid robots and simulation tools for hands-on AI behavior development, bridging the gap between virtual training and physical deployment
NVIDIA's COMPASS Framework Targets Faster Robot Navigation Training
NVIDIA's COMPASS system combines pretrained navigation models, reinforcement learning, and AI agents to adapt robot movement across machines and environments, aiming to reduce retraining time while keeping human oversight in the loop
Machine Vision System Guides Surgeons in Live Brain Tumor Removal
A machine-learning system processed live endoscopic video to help surgeons identify critical anatomy during a pituitary tumor operation, aiming to reduce the risk of vision loss in a high-stakes clinical trial in London
Quadruped Robot Demonstrates Dynamic Leaping Through Tight Spaces
A research team has built a hierarchical reinforcement learning system that enables a four-legged robot to leap through narrow gates at speed, coordinating vision and movement in real-world tests inspired by animal agility
Six-Legged Robot Learns Adaptive Walking From Stick Insect Movements
A research team has developed a six-legged robot that uses AI to learn walking strategies from stick insect movement data, enabling it to adapt to uneven terrain and physical damage in laboratory tests
Hugging Face and Pollen Robotics Launch Open-Source Microduck Robot
Hugging Face and Pollen Robotics have introduced Microduck, a $399 open-source bipedal robot designed for hands-on AI and reinforcement learning research, with pre-orders open and shipments planned before Christmas 2026
Humanoid Robots Complete 100 Rallies in Live Tennis Match in Beijing
Galbot's humanoid robots demonstrated autonomous tennis play against human athletes at the Second World Humanoid Robot Games, completing over 100 consecutive rallies and highlighting advances in real-world robot perception and control
Why More Data Alone No Longer Advances Generative AI Systems
Recent advances in generative AI have relied on scaling up models, datasets, and computing resources. However, evidence now suggests that simply increasing data volume is no longer enough to improve performance, especially for complex tasks like software development
Chinese Robotics Firms Demonstrate Humanoids for Aviation and Security Tasks
At the 2026 World Robot Conference in Beijing, Chinese companies are presenting humanoid and quadruped robots for aviation, security, and industrial roles, with demonstrations highlighting both technical progress and ongoing challenges in real-world deployment
GEN-1.5 Robot Model Imitates Physical Tasks After One Short Demo
Generalist AI has introduced GEN-1.5, a foundation model for robots that attempts new physical tasks after observing a single brief demonstration, with no fine-tuning or retraining required
AI Models Now Optimize Quantum Algorithms for Real Hardware
Recent advances show AI systems are now directly optimizing quantum algorithms for cryptography and hardware compatibility, with measurable improvements in circuit efficiency and potential impact on quantum workforce development
RoboScience Unveils REX G1 Humanoid Robot for Dynamic Workspaces
RoboScience has released the REX G1, a wheeled humanoid robot designed to perform object handling and manipulation in logistics, manufacturing, and retail settings, with a focus on adapting to existing environments and variable tasks
Feagine's Fi0 Model Tested for Cross-Body Robot Task Transfer
Feagine Robotics has introduced Fi0, a foundation model designed to transfer task knowledge across different soft robot arms, aiming to reduce retraining when hardware changes. Early tests used three tendon-driven manipulators with varying morphologies
Google Deploys SL2T Model for Real-Time Sign Language Translation
Google has introduced SL2T, a sign-language-to-text model trained on over 100,000 hours of data, enabling American Sign Language users to translate gestures into English text on Pixel 11 devices using Gboard and Live Transcribe
SMIC Struggles to Meet AI Chip Demand as Capacity Hits 93.7 Percent
China's largest contract chipmaker, SMIC, reports near-maximum factory utilization as demand for mature-node chips supporting AI infrastructure outpaces supply, prompting price increases and plans for further capacity expansion
Humanoid Robots Learn Agile Moves from Human Motion Data with ZEST
A new control framework called ZEST enables humanoid and quadruped robots to perform complex, agile movements by learning from human motion capture, video, and animation data, reducing the need for task-specific engineering
Samsung Develops Advanced Humanoid Robot Using Appliance Motor Technology
Samsung Electronics is developing a humanoid robot that leverages motor technology from its home-appliance division, aiming to reduce actuator costs and compete with domestic robotics firms. The project remains internal and separate from its public robotics subsidiaries
Nvidia Reduces Financial Guarantee for OpenAI's Ohio Data Center
Nvidia has scaled back its proposed financial guarantee for OpenAI's planned 10-gigawatt data center in Ohio, responding to investor concerns about risk exposure and the unprecedented scale of the project's financing requirements
AI-Generated Quantum Circuits Tested on 98-Qubit Trapped-Ion Hardware
A collaboration between Quantinuum, NVIDIA, and Pfizer has demonstrated an AI-driven framework for generating quantum circuits, executing them on a 98-qubit trapped-ion processor to model pharmaceutical molecules
ChatGPT-Assisted Proof Solves Crouzeix's Conjecture After Decades
A postdoctoral researcher in Beijing has used ChatGPT to help resolve Crouzeix's conjecture, a matrix problem that challenged mathematicians for over 20 years, raising new questions about AI's role in mathematical discovery
NASA AI Model Predicts Sunspot Emergence Hours Before Surface Appearance
A NASA-led team has developed an AI model that analyzes acoustic and magnetic data from the Sun to forecast the emergence of active regions up to 12 hours in advance, offering new potential for space weather prediction
NASA Facility in West Virginia Expands Role in Lunar Mission Safety
NASA's Katherine Johnson IV&V Facility in West Virginia is strengthening its technical workforce to support mission assurance and AI safety for upcoming lunar exploration, with new civil servants joining the agency's core engineering teams
Part 1 of 3