harvest-then-replace

Wall St Engine on X (Cloudflare CEO Matthew Prince) 2026-05-25-3

Cloudflare CEO Prince: AI Isn't Coming for Builders or Sellers, But It Is Coming for Measurers

Cloudflare's Matthew Prince became the first growth-company CEO to say it under his own name: 20%+ workforce cut alongside 30%+ revenue growth, and the displaced were measurers — internal audit, FP&A, marketing analytics, middle management. The Builder/Seller/Measurer taxonomy is the cleanest operator-side language for AI displacement we've seen, and it lands harder than anything McKinsey has published on the same question. The part that hasn't surfaced yet: if continuous AI audit replaces quarterly internal-audit cycles, the consulting industry whose entire model is selling measurement-as-service to executives is next.

# tags

ai-labor-displacement ai-economics org-design engineering-management operator-confession harvest-then-replace advisory harness-as-moat cloudflare pilot-to-scale saas-margins pe-software ai-displacement labor-displacement skill-revaluation builder-seller-measurer ai-vendor-governance turanu-advisory whitespace

Wall Street Journal 2026-05-14-3

'A' Grades Are Suddenly Everywhere Since the Arrival of ChatGPT

Berkeley analysis of 500,000 grades finds AI-exposed college classes gave 30% more A's after ChatGPT launched, concentrated in take-home work where AI use is easiest. Employers responded by tightening the GPA filter: NACE adoption climbed from 37% to 42% since 2023, and Handshake postings demanding 3.5+ rose from 9% to 25% since 2020. Tightening a broken filter doesn't fix it; firms that move to work-sample assessment for AI-exposed roles in 2026 will pick from a better pool than firms still resume-screening in 2028.

# tags

education-ai ai-cognitive-dependency hiring ai-displacement skill-revaluation goodharts-law harvest-then-replace ai-and-human-capacity wsj ai-cognitive-sovereignty cognitive-surrender credential-disruption labor-market-filter workforce-architecture turanu-labs