Google introduces Neuro-Agentic Control, a novel AI framework that combines LLM-based planning with a Time-Series Foundation Model (TimesFM) to achieve physics-grounded autonomous defense for industrial IoT. This architecture, featuring a "Counterfactual Physics Injection" mechanism, effectively prevents LLM hallucinations, ensuring safe and reliable control over critical security systems in operational technology environments.

Fast Company's collection of 13 stories showcases American ingenuity, from space flight to Google DeepMind, highlighting the country's innovative spirit. The stories feature iconic figures like Steve Jobs and companies like Disney, Patagonia, and Reddit. This compilation celebrates the 250th anniversary of the signing of the Declaration of Independence, demonstrating America's long history of innovation and its continued impact on the world.