Robotics

AI and Human Collaboration Boosts Self-Driving Lab Performance by 150% Researchers at Argonne National Laboratory and the University of Chicago have developed a new shared control framework for self-driving laboratories, where human scientists and AI collaborate on the discovery process. This innovative approach has already yielded a 150% increase in mix conducting performance for MIECPs over previous methods. In this model, the AI advisor suggests potential actions, but the human researcher makes the final decision. The team’s future goal is to create a tighter feedback loop where the AI can learn directly from human choices, refining its own decision-making models to better mimic expert intuition. ...

Waymo Recalls Self-Driving Software Over School Bus Safety Concerns Waymo, the autonomous ride-hailing company, is filing a voluntary software recall after its self-driving vehicles were reported to have illegally passed stopped school buses on multiple occasions. The issue drew public attention following a viral video in September showing a Waymo vehicle bypassing a stopped school bus in Atlanta. Furthermore, the Austin Independent School District reported at least 19 similar incidents. ...

MIT Unveils Dynamic Reasoning Method to Boost LLM Efficiency Researchers at MIT have engineered a more intelligent method for large language models (LLMs) to allocate computational resources during reasoning, significantly increasing their efficiency. This new technique enables LLMs to dynamically adjust the amount of computation used based on the complexity of a given question. This approach marks a departure from common methods that assign a fixed computational budget to every problem, which often wastes resources on simple queries and fails to solve more complex ones. By enhancing the reliability and efficiency of LLMs for complex reasoning, this development could lower the energy consumption of generative AI systems and enable their use in more critical, time-sensitive applications. The research is being presented at the Conference on Neural Information Processing Systems. ...

Kodiak’s Autonomous Trucks Hit Milestone with 100+ Driverless Deliveries in Permian Basin Kodiak Robotics and Atlas Energy Solutions have achieved a major milestone in logistics automation, successfully completing over 100 driverless deliveries of frac sand in the Permian Basin. This operation, utilizing two autonomous Class 8 semi-trucks, represents the first commercial use of a customer-owned fleet of self-driving trucks without a safety driver. The trucks navigate a challenging 21-mile route on private, unpaved oilfield roads, handling conditions like dust storms and heavy equipment traffic. Atlas Energy Solutions has praised the reliable service and ordered 100 more trucks, planning to scale the program in 2025 and 2026 as part of a broader strategy to create a fully automated supply chain. ...

Leaked Trump Administration Draft Order Aims to Block State AI Laws A leaked draft executive order from a potential Trump administration reveals a plan to preempt states from enacting their own artificial intelligence laws. The proposed order suggests using the withholding of federal funds, including from the Broadband Equity, Access, and Deployment (BEAD) program, as leverage against states that implement “onerous” AI regulations. The document also outlines the creation of a Department of Justice task force to legally challenge state-level AI legislation. This move is widely seen as an attempt to establish a single federal standard for AI, a position President Trump has previously supported on social media. The proposal has drawn sharp criticism from civil society groups, who argue it represents federal overreach and undermines state-level consumer protection efforts. ...

Waymo Doubles US Footprint with Fully Autonomous Robotaxi Service in 5 New Cities Waymo is significantly expanding its fully autonomous vehicle operations, doubling the number of cities where its self-driving cars operate without a human safety driver. The company has initiated fully autonomous operations for employees in Miami, with plans to roll out in Dallas, Houston, San Antonio, and Orlando in the coming weeks. A public launch for paid rides in these new locations is slated for 2026. This expansion builds on Waymo’s existing public robotaxi services in Phoenix, San Francisco, Los Angeles, Atlanta, and Austin. The move intensifies competition in the growing robotaxi market as rivals also invest heavily in autonomous driving technology. ...

Galbot Unveils DexNDM & NavFoM: Major Breakthroughs in Embodied AI for Robotics Robotics firm Galbot has announced two significant technological advancements in embodied intelligence: DexNDM and NavFoM. DexNDM is a neural dynamics model designed to enhance robotic dexterous manipulation, enabling robots to perform high-precision, in-hand rotations of various objects. NavFoM is presented as the world’s first cross-embodiment, cross-task navigation foundation model, allowing robots to autonomously perform complex tasks in diverse environments. These innovations, developed with Tsinghua and Peking University, integrate DexNDM into a teleoperation system for intricate tasks like tightening screws with high-level human commands. These advancements are poised to revolutionize industries like manufacturing, logistics, and healthcare by improving the adaptability and efficiency of robots in real-world settings. ...

AI & Machine Learning Breakthroughs: Self-Evolving AI and Light-Speed Computing This week in AI research brings major breakthroughs, including the development of a self-evolving edge AI. Additionally, a new optical chip has been unveiled that can compute at the speed of light. In medical tech, an innovative AI model can now accurately predict the progression of osteoarthritis from simple knee X-rays. Sources: Space Daily Hyundai and NVIDIA Partner on AI Factory for Autonomous Vehicle Development Hyundai Motor Group is significantly expanding its partnership with NVIDIA to build a cutting-edge AI factory. This initiative is designed to fast-track the development of autonomous vehicles, smart factories, and advanced robotics. ...

University of Alabama Boosts AI Research with New High-Performance Computing Center The University of Alabama is making a significant investment in artificial intelligence infrastructure to accelerate scientific research across various disciplines. To overcome the limitations of computing power, the university is constructing a new High Performance Computing and Data Center. This state-of-the-art center will provide faculty and students with access to the necessary GPUs to conduct high-level scientific and AI research. The university already leverages AI in diverse fields, from developing tools to recognize pain in premature infants to studying dark matter. The new facility, slated for completion in 2026, will dramatically enhance research capabilities and offer students invaluable hands-on experience. ...

AI Roundup: MIT’s Brain-Inspired Chips, AI Weather Forecasts, and Warehouse Intelligence Today’s top stories in Artificial Intelligence and Machine Learning feature new research from MIT on energy-efficient, brain-inspired computing. In other news, the World Meteorological Organization has endorsed using AI to improve weather forecasts, and Gather AI is strategically shifting its focus to AI-powered warehouse intelligence. Sources: World Meteorological Organization WeRide and Uber Debut Autonomous Robotaxi Service in Riyadh WeRide and Uber have launched an autonomous robotaxi service in Riyadh, Saudi Arabia, introducing self-driving vehicles to the Uber platform in the country for the first time. Initially, the service will operate with a safety operator present in the vehicle. The first public routes are established between Roshn Front and Princess Noura University. This initiative aligns with Saudi Arabia’s Vision 2030 for smart mobility. WeRide had previously secured the first robotaxi autonomous driving permit in Saudi Arabia, and this launch follows a similar service introduction on the Uber platform in Abu Dhabi in late 2024. ...