Innovation

NVIDIA Unveils RLP: A New Era of Reinforcement Learning for AI Pretraining NVIDIA researchers have developed a groundbreaking training objective called Reinforcement Learning Pretraining (RLP), which integrates reinforcement learning directly into the pretraining stage of AI model development. The core concept of RLP treats a short chain-of-thought as an action that is rewarded based on the information gain it provides for the model’s next-token prediction. This innovative method creates a verifier-free and dense reward system that can be applied at scale to standard text streams. Unlike previous methods that depend on sparse signals or external verifiers, RLP’s approach allows for updates at every single token position. Experiments demonstrate that RLP can yield significant improvements in a model’s reasoning capabilities, with one model showing a substantial increase in its average score on scientific reasoning benchmarks. ...

AI Developments: MIT Research, Military AI, and Market Shifts This week in AI and Machine Learning, MIT introduced a new AI system designed to accelerate clinical research, while a U.S. Air Force experiment demonstrated AI’s superior speed in battle planning. In the financial sector, new machine learning frameworks are emerging for improved risk management. However, reports also highlight the growing threat of AI-powered cyberattacks and the significant impact of AI on the workforce, evidenced by major layoffs at Accenture. On the hardware front, Huawei is emphasizing the critical integration of 5G-A and AI for the next generation of mobile technology. ...

OpenAI Taps Thinking Machines as First APAC Services Partner to Boost Enterprise AI Thinking Machines Data Science is now OpenAI’s first official services partner in the Asia-Pacific (APAC) region. This strategic collaboration aims to accelerate enterprise AI adoption across APAC. Thinking Machines will provide businesses with specialized training for ChatGPT Enterprise, support for building custom AI applications, and expert guidance on integrating AI into daily operations. The partnership will initially target Singapore, the Philippines, and Thailand, with future plans to expand into other markets and develop tailored services for key sectors like finance, retail, and manufacturing. This initiative directly addresses the challenge many regional companies face in converting AI adoption into tangible business value. ...

Weekly Tech News Digest: August 17, 2025 AI Trial Aims to Accelerate NHS Hospital Discharges An artificial intelligence (AI) tool designed to accelerate the patient discharge process is being trialed at a London hospital trust. The platform aims to reduce delays and free up beds by automatically completing the necessary documents for patients fit to go home. Piloted at the Chelsea and Westminster NHS trust, the technology extracts information from medical records, such as diagnoses and test results, to draft discharge summaries. Health Secretary Wes Streeting stated that this innovation will allow doctors to spend less time on paperwork and more on patient care, ultimately helping to cut down waiting times. The tool will be hosted on the NHS Federated Data Platform, a system intended to improve collaboration between healthcare organizations. ...

OpenAI’s GPT-5 Launch Set for August 2025 with Advanced Reasoning and Multimodal Features OpenAI is poised to release its next-generation generative AI model, GPT-5, in August 2025, promising significant advancements in reasoning, multimodal capabilities, and autonomous task execution. The new model is expected to feature a unified architecture, streamlining the user experience by eliminating the need to switch between different models for various tasks. GPT-5 is also anticipated to have a greatly expanded context window and introduce video processing capabilities, enabling more complex and coherent interactions. The release is seen as a major step towards more intuitive and powerful AI, with specialized versions planned for enterprise, real-time, and low-resource environments. This launch will intensify the AI competition with other major developers like Google. ...