Every THE D[AI]LY BRIEF article on AI capacity planning — enterprise AI analysis, benchmarks, vendor comparisons, and ROI frameworks for technology and business leaders. Updated as new coverage publishes.
OpenAI bought tens of thousands of Mac minis to train computer-use agents, and Anthropic rents Mac capacity through AWS. The reason matters to your pilot: a desktop agent's unit of cost is a machine, not a token, and Apple's licence caps you at two virtual desktops per Mac while every cloud Mac host bills a 24-hour minimum.
September 1, 2026 · 15 min read
Google told Meta it cannot provide all the Gemini computing capacity Meta wants. Google Cloud's backlog nearly doubled, GPU costs surged 150%, and 7 GW of planned U.S. data center capacity has been delayed. The AI compute crunch is no longer a hyperscaler problem — it's an enterprise architecture problem that demands immediate diversification.
June 28, 2026 · 14 min read