Microsoft's AI Power Bet: More Output Doesn't Mean a Lower Electric Bill

Tech Unfiltered with Dr. Mike · Oct 12, 2026 · 5m

October 12, 2026 edition of Tech Unfiltered with Dr. Mike. Microsoft's October 12 Maia announcement promises more AI output per megawatt. Dr. Mike explains what that company claim measures, why a planned 2027 rollout is not a benefit delivered today, and why better efficiency does not automatically reduce total electricity demand or customer prices. TAKEAWAYS - Microsoft's roughly 40% more tokens per megawatt figure is a company claim, not an independently verified benchmark or a promise of 40% less electricity. - Reuters reports a possible deployment of more than one million chips next year…