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Applied AI·September 14, 2026·1 min read

I unleashed AI on the Excel World Championship. It got ugly fast

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If AI struggles in the Excel World Championship, the constraint isn’t raw capability — it’s task framing, context, and error tolerance under pressure. For operations teams, this is a reminder to redesign workflows around AI assistance — clear prompts, guardrails, and review points — instead of assuming a drop-in replacement for your best analysts.

Applied AI

Microsoft publishes a 37-page "humanist AI code of conduct", establishing that "people matter more than AI", rejecting legal personhood for AI, and more

A 37-page “humanist AI” code that explicitly rejects AI legal personhood is Microsoft putting a stake in the ground before regulators and courts do it for them. Enterprise buyers should expect vendor contracts, SLAs, and liability language to start referencing these principles — legal and compliance teams need to read this as operating doctrine, not PR.