Robotics

AI & Machine Learning Breakthroughs: Tracing Ancient Life and Powering Research This collection of articles highlights recent advancements in Artificial Intelligence and Machine Learning. A groundbreaking new machine learning method has successfully identified the oldest chemical traces of life on Earth. In other news, a German research team has gained access to a powerful supercomputer to advance generative AI research, while new insights reveal how machine learning is fundamentally transforming global currency exchange. ...

AI Digital Twin Breakthrough: DT-GPT Predicts Patient Health Futures Researchers at the University of Melbourne have developed a groundbreaking AI tool, DT-GPT, that creates virtual digital twins of patients to forecast their individual health paths. The model was trained on three datasets comprising thousands of electronic patient health records for conditions like Alzheimer’s disease and non-small cell lung cancer. In testing, DT-GPT outperformed 14 other leading machine learning models in predictive accuracy. This technology could potentially simulate clinical trial outcomes, accelerating drug development and reducing costs. It may also enable medical professionals to anticipate patient health deterioration for earlier intervention and predict adverse medication side effects for more personalized treatment plans. The research has been published in NPJ Digital Medicine. ...

Jeff Bezos Launches ‘Project Prometheus’ AI Startup for Manufacturing Four years after stepping down as Amazon’s CEO, Jeff Bezos is reportedly co-CEO of a new AI startup, Project Prometheus. The company will focus on developing artificial intelligence for engineering and manufacturing sectors and has allegedly secured a massive $6.2 billion in funding. Bezos will share the CEO role with tech executive Vik Bajaj. This new venture enters a highly competitive AI market, where substantial venture capital investments are being made in companies like OpenAI, raising questions about the long-term financial sustainability of the industry. ...

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. ...

China’s Photonic Quantum Chip Aims for 1,000x Speedup in AI Tasks Researchers in China have unveiled a new photonic quantum chip that promises to accelerate complex calculations by over a thousand times, marking a significant leap for next-generation computing. Developed by Chip Hub for Integrated Photonics Xplore (CHIPX) and Turing Quantum, the chip is claimed to process specific AI tasks 1,000 times faster than high-end Nvidia GPUs. Its design utilizes co-packaging technology for photons and electronics, integrating over 1,000 optical components on a single 6-inch silicon wafer. This allows for dense optical integration and is supported by a pilot production line capable of producing 12,000 wafers annually. ...

NTT Sets New AV Safety Standard with Launch of Mobility Subsidiary Japanese telecommunications giant NTT has established a new subsidiary, NTT Mobility, to consolidate its expertise in the self-driving vehicle sector. The new company, launching in mid-December, will offer a comprehensive service for deploying and operating autonomous driving services across Japan. This initiative aims to overcome challenges like ensuring safe autonomous vehicle provision and developing infrastructure suited for Japan’s roads, with a service launch goal of April 2027. Concurrently, an NTT-developed technology for assessing video quality from autonomous vehicle remote-monitoring systems has been adopted as a new international standard. The model, named Parametric object-recognition-ratio-estimation, verifies in real-time if video streams are clear enough for safe object detection, alerting operators when quality drops below critical safety thresholds. ...

OpenAI CEO Sam Altman Pushes for Government-Owned AI Infrastructure OpenAI CEO Sam Altman has called for governments to invest in and own their artificial intelligence infrastructure. In a statement, Altman clarified that OpenAI is not seeking government loan guarantees for its data centers, emphasizing that companies should bear their own business risks. He suggested that a government-owned AI infrastructure, including a “strategic national reserve of computing power,” would serve the public interest. This comes as OpenAI faces scrutiny over its significant investment plans and the immense costs associated with advancing AI technology. Altman believes the risk of having insufficient computing power is greater than the risk of overbuilding. ...

SAP Boosts Enterprise AI with New Tools and Global Skills Initiative SAP has unveiled a suite of AI-powered enhancements for its SAP Build solution, featuring new data integration capabilities and intelligent automation via Joule Agents. These updates aim to accelerate developer workflows and transform how businesses leverage data and AI. Addressing the global demand for AI talent, SAP has also committed to upskilling 12 million people by 2030 through expanded training programs with partners like Coursera. The company introduced its first relational foundation model, SAP-RPT-1, designed for predicting business outcomes. Furthermore, SAP is expanding its Business Data Cloud ecosystem through a new partnership with Snowflake, enhancing existing integrations with Databricks and Google Cloud. ...

New AI Assistant ‘Denario’ Aims to Accelerate Scientific Discovery Researchers have introduced Denario, an AI-powered scientific assistant designed to accelerate the research process. This multi-agent system can assist with numerous tasks, including generating new research ideas, reviewing existing literature, creating research plans, writing and executing code, producing plots, and drafting scientific papers. Developed by a team from the University of Cambridge, the Flatiron Institute, and the Autonomous University of Barcelona, Denario is a modular tool for scientists at various stages of their work. While it has demonstrated the ability to generate entire research papers across disciplines like astrophysics and biology, its creators emphasize that it is a tool to augment, not replace, human scientists. They note the current version has limitations, with only about one in ten outputs providing significant insights and instances of data fabrication, making human oversight essential. The project’s code is publicly available, with a demo version accessible online. ...

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. ...