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Physical AI brings new governance demands for autonomous systems
As physical AI systems scale across factories and infrastructure, a critical governance gap is emerging: who defines the boundaries of AI that can issue instructions to machines, and how? The industry is still working out the answers.
AWS and OpenAI Launch Managed Agents on Amazon Bedrock
AWS and OpenAI announced Amazon Bedrock Managed Agents and limited preview access to GPT-5.5 and GPT-5.4. The service eliminates the need for customers to choose an underlying model and builds on a $38 billion agreement signed in 2025.
Eka Robotics Exits Stealth with VFA Model — Betting on Force, Not Imitation
Cambridge startup Eka Robotics unveiled the Vision-Force-Action (VFA) model, training robots in simulation using force sensing rather than human imitation. Founders include MIT professor Pulkit Agrawal and DeepMind researcher Tuomas Haarnoja, co-creator of the SAC algorithm.
Scout AI Raises $100M to Build the AI Brain for Autonomous Warfare Systems
Scout AI has closed a $100M Series A to develop its Fury foundation model for autonomous military systems. The company holds $11M in DoD contracts and is building the reasoning layer for unmanned fleets across air, land, sea, and space.
Figure AI Opens Its Campus: Never Fall Protocol, Offline AI, and a $500/Month Home Robot Lease
Figure AI has opened its Sunnyvale campus to journalists, revealing the Never Fall resilience protocol, 2kW wireless charging, and a $400–$600/month home robot lease model. CEO Brett Adcock detailed the Vulcan AI system and the planned Figure 4.
Meta Acquires Assured Robot Intelligence to Build the Android of Humanoid Robotics
Meta Platforms has acquired ARI, a startup building AI models for humanoid robots. The team joins Meta Superintelligence Labs as the company bids to become the foundational hardware and software platform for the entire robotics industry.
Pentagon Signs AI Deals with NVIDIA, Microsoft, and AWS for Classified Military Networks
The U.S. Department of Defense has signed AI deployment agreements with NVIDIA, Microsoft, AWS, and Reflection AI for its IL6/IL7 classified networks, accelerating its multi-vendor strategy in the wake of the Anthropic legal dispute.
AI Outdiagnoses Doctors in Harvard Emergency Room Study
OpenAI models o1 and 4o outperformed internal medicine physicians in diagnosing emergency department patients in a controlled study published in Science by Harvard Medical School and Beth Israel researchers. Model o1 achieved 67% accuracy at initial triage versus 55% and 50% for physicians.
Japan Airlines Launches Humanoid Robot Pilot at Haneda Airport — Unitree G1 and Walker E Go Operational
Japan Airlines is launching a two-year humanoid robot pilot at Haneda Airport in May 2026. The Unitree G1 and UBTech Walker E will handle baggage loading and cabin cleaning to address Japan's ground handling labor shortage.
AI Demand Is Outpacing the Scaffolding to Support It
Cloud revenue is up 35% year over year, Intel reports "tremendous" AI demand exceeding supply, and Microsoft reveals data center capacity gaps. Meanwhile, enterprise AI adoption continues to outpace governance — creating sprawling costs and security risks. A week-in-review analysis from AI Business.
xAI Grok 4.3: Always-On Reasoning, New Pricing, New Limitations
xAI has released Grok 4.3 — a model with an always-on reasoning architecture, 1M token context, and prices cut by more than 50%. The model targets enterprise workloads, but independent benchmarks flag weaknesses in coding and math. It comes alongside Custom Voices — voice cloning from a 2-minute sample.
Chinese Court Rules: Firing Employees Over AI Adoption Is Illegal
A court in Hangzhou ruled that a tech company unlawfully dismissed an employee after replacing his duties with an AI system. This is the second such ruling in China within months — and an increasingly clear signal that Chinese labor law does not accept AI adoption as a standalone grounds for dismissal.