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Generative AI is evolving from chat-based assistants to autonomous agents capable of reasoning, planning, and executing complex tasks. At GTC 2026, NVIDIA announced the Vera Rubin platform, an architecture update designed to support these agentic workloads.
Humanoid robotics are moving from the laboratory into industrial manufacturing. Astellas Pharma and YASKAWA have launched a joint venture, Cellafa Biosciences, to automate the production of complex cell therapies.
Who is responsible when an autonomous agent makes a serious error? New research published on arXiv reveals that human perception of blame does not treat AI like traditional software. Instead, people assign causal responsibility to AI systems using the same mental models they apply to human actors.
New research from the University of Waterloo indicates that AI models fail to deliver reliable structured output 25% of the time. While we monitor the efficiency gains offered by generative AI in professional workflows, the StructEval study highlights a reliability gap.
The shift from basic AI chatbots to autonomous agents is underway. Accenture and Databricks have launched a joint business group to move enterprise AI beyond simple prototypes.
AI models are currently failing to meet basic structural requirements for software development. New research from the University of Waterloo highlights a significant reliability gap for enterprise-grade AI.
AI hardware is hitting a wall, but a local development is changing its trajectory. Researchers at the University of Sydney have prototyped a nano photonic chip that processes neural computations using light instead of electricity.
NVIDIA is shifting its market strategy from simple GPU supply to the provision of a total infrastructure stack for autonomous AI agents.
A 12 billion dollar infrastructure commitment is changing how businesses access AI compute. Nebius Group has secured a five-year agreement with Meta to provide dedicated AI compute capacity.
Industrial AI has often struggled to move beyond the dashboard and onto the factory floor. A new partnership between AWS and Innovapptive aims to fix this by integrating autonomous AI agents directly into frontline manufacturing operations.