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Applied AI·November 9, 2026·1 min read

Menlo: Agents Now Drive 80% of Enterprise AI Usage

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If Menlo’s report is right and agents already drive 80% of enterprise AI usage out of $177B in spend, the center of gravity has moved from chat interfaces to task-completing systems. Operators should be inventorying where agents are making decisions today—and where guardrails, logging, and human override are missing.

Applied AI

Anthropic says during prerelease testing Mythos 5.2 and Fable 5.2 formalized the proof of Fermat's Last Theorem and solved two open black hole physics problems

If these claims hold up under peer review, we’re crossing from “assistive” to “frontier-contributing” models in math and physics. For R&D orgs, the question shifts from ‘can AI help us write papers’ to ‘how do we operationalize AI as a co-author on unsolved problems without breaking our validation culture.’