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Microsoft Commits Maia to Multi-Gigawatt Inference, and Its Efficiency Metric Draws Questions

Microsoft will scale its Maia accelerator family to multi-gigawatt deployments from 2027, making it the primary inference system for its own products. Maia 300 collapses scale-up and scale-out onto one Ethernet fabric and moves KV state between prefill and decode workers without leaving it. Practitioners have questioned the tokens-per-watt claim that leads the announcement. By Steef-Jan Wiggers

We haven't written up this one. InfoQ has the full story — the link below goes straight to it.

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Claude Code 2.1.299 to 2.1.301 Changed How Your Hooks Behave: 7 Things to Recheck

Book: Prompt Engineering Pocket Guide Also by me: Thinking in Go (2-book series) — Complete Guide to Go Programming + Hexagonal Architecture in Go My project: Hermes IDE | GitHub — an IDE for…

  • UserPromptSubmit hooks now run before skill expansion
  • Skills have their own UserPromptSubmit hook post-initial prompt
  • UpdatedInput field validation for PreToolUse and PermissionRequest hooks

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