AI: Google’s AlphaEvolve: "Agent OS": What => How

Not "open", but powerful AI models; "AI evolution"

AlphaEvolve: A Gemini-powered coding agent for designing advanced algorithms - Google DeepMind

Google’s AlphaEvolve is making new discoveries in math… - YouTube 4min, by Fireship

New Google AI Chatbot Tackles Complex Math and Science | Scientific American

Google’s AlphaEvolve: The AI agent that reclaimed 0.7% of Google’s compute – and how to copy it | VentureBeat

Google’s new AlphaEvolve shows what happens when an AI agent graduates from lab demo to production work, and you’ve got one of the most talented technology companies driving it.

Built by Google’s DeepMind, the system autonomously rewrites critical code and already pays for itself inside Google. It shattered a 56-year-old record in matrix multiplication (the core of many machine learning workloads) and clawed back 0.7% of compute capacity across the company’s global data centers.

"Beyond simple scripts: The rise of the “agent operating system”

AI API: Windows Copilot Runtime

like Win32 API was for GUI on Windows, now WCR API is for AI on Windows, Copilot edition

Windows Copilot Runtime is a big deal ✅️ - YouTube

@ Post | LinkedIn

Integrate AI in enterprise apps using Windows Copilot Runtime APIs powered by | BRK303 - YouTube

 Windows Copilot Runtime overview | Microsoft Learn

Windows Copilot Runtime includes the following features and AI-backed APIs powered by models running locally on the Windows device. These APIs will ship in the Windows App SDK, and are currently only available in the latest experimental channel release of the Windows App SDK.

Similar to OpenAI's GPT Large Language Model (LLM) that powers ChatGPT, Phi is a Small Language Model (SLM) developed by Microsoft Research to perform language-processing tasks on a local device. Phi Silica is specifically designed for Windows devices with a Neural Processing Unit (NPU), allowing text generation and conversation features to run in a high performance, hardware-accelerated way directly on the device. 

Get started with AI on Windows | Microsoft Learn

The ability to build intelligent AI experiences on, and with, Windows is developing rapidly. Windows Copilot Runtime offers AI-backed features and APIs on Copilot+ PCs. These features are in active development and run locally in the background at all times. Learn more about Windows Copilot Runtime.