Apple's 'Minions' turns idle Macs into a virtual GPU cloud
Apple researchers describe Minions, a distributed system that runs LLM inference on idle Macs, cutting ten-hour GPU queues to minutes. It stays internal, for now.
Section
Enterprise AI
AI systems adopted inside organisations — deployments, guardrails and measured results.
OpenAI Builds $10Bn 'Deployment Company' JV With PE Backers
OpenAI has formed a reported $10 billion joint venture, 'The Deployment Company,' with private equity firms to scale enterprise AI adoption, per The Tech Portal.
Microsoft's Copilot Turns Metered: Credits, Confusion and the $30 Question
Cowork sits beside Chat in Copilot's new Home interface, burning $0.01 credits while the meter runs. Gartner doubts consumption pricing scales for knowledge work. IT should pilot,…
Microsoft Commits $2.5 Billion to New AI Deployment Company
Microsoft will commit 2.5 billion dollars to a new AI deployment company, TechCrunch reported, moving the vendor into direct implementation work.
Stanford Lab Distills Enterprise AI Playbook From 51 Deployments
Stanford Digital Economy Lab published an enterprise AI playbook distilling lessons from 51 documented successful AI development projects across organizations.
Linus Torvalds Now Uses Claude Code to Write Linux Kernel Changes
Torvalds used Anthropic's Claude Code to produce eight kernel code changes — code, tests and review — under his supervision. None have merged into the official kernel yet.
Google ships Gemini 4 Argon; intro pricing doubles after November 30
Google's new flagship model arrives at $2/$10 per million tokens until November 30, then doubles. Analysts warn on reasoning-token billing, state lock-in and self-gaming behavior.
Microsoft Knew Its AI Training Data Was Stolen, Court Filings Show
Unsealed filings in the New York Times lawsuit show Microsoft and OpenAI executives privately warned of copyright theft since 2020, then shipped Copilot and ChatGPT anyway. No ret…
Two-thirds of enterprises now run AI agents: reading the 68% figure
VentureBeat carries a single headline: 68% of enterprises have adopted AI agents. The figure gives no depth, no vendor breakdown, and no survey date — yet it still tells a clear s…
a16z Maps the Winners So Far in the Enterprise AI Race
Andreessen Horowitz ranks the leaders, gainers and unexpected winners in enterprise AI, in a market map CIOs tend to treat as an informal vendor shortlist.
MIT Report: 95% of Enterprise Generative AI Pilots Are Failing
A new MIT report finds 95% of corporate generative AI pilots are failing, forcing CIOs to demand measurable returns before scaling AI budgets.
Microsoft Unveils Maia 300, Targets 40% Higher Token Efficiency
Microsoft's Maia 300 promises 40% more tokens per megawatt than GPU systems, with multi-gigawatt Azure deployments from 2027 reducing reliance on Nvidia and AMD.
