Nvidia and Microsoft are collaborating to power a new generation of Windows AI PCs with GeForce RTX GPUs, bringing advanced personal AI capabilities to users. This initiative, featuring Project G-Assist and Nvidia ACE, aims to integrate generative AI agents and accelerate applications like Microsoft Copilot directly on the device.
Copilot Studio formalizes AI operation strictly within inherited execution context, respecting permissions and leveraging connected systems. This introduces the 'MCP Blast Radius,' defining the extent of access an AI system has within enterprise environments.
This content discusses the challenges of implementing large-scale RAG pipelines, contrasting simple demonstrations with real-world complexities. It distills lessons and common success and failure patterns learned from the Microsoft Copilot research infrastructure team.
The author expresses frustration with Gemini's relentless integration across Google apps, comparing it to Copilot's saturation in Windows 11. This omnipresence of AI is causing user fatigue and irritation.