NEWS IN BRIEF: AI/ML FRESH UPDATES

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AI Revolutionizing GP Consultations in UK

GPs in the UK increasingly rely on AI tools like ChatGPT for appointment summaries and diagnoses, despite potential risks. Lack of regulation raises concerns about safety and potential legal issues for doctors.

Unlocking the Potential of Large Language Models

MIT researchers developed a dynamic approach for large language models (LLMs) to allocate computational effort based on question difficulty, improving efficiency and accuracy. This method allows smaller LLMs to outperform larger models on complex problems, potentially reducing energy consumption and expanding applications.

Safe and Sound: Soft Robots Learn Self-Protection

MIT researchers develop safe control strategies for soft robots to interact with humans and delicate objects. New framework blends nonlinear control theory with physical modeling for “contact-aware safety,” ensuring robots achieve tasks without causing harm.

Exploring Offshore Aquaculture Tech in Norway

MIT students traveled to Norway to explore cutting-edge aquaculture technologies, working on AI fish feeding optimization and underwater vehicle manipulation projects at SINTEF Ocean. Norway's aquaculture industry utilizes advanced tools like robots, sensors, and decision-making systems to optimize feeding and improve efficiency.

AI: The Future of Work

MIT PhD candidate Benjamin Manning explores designing AI agents to act on behalf of people and shape markets. His research aims to accelerate social scientific discovery by simulating human responses with AI, potentially revolutionizing research methods.