This week I sat with one sentence from Sebastian Duesterhoeft at Lightspeed Venture Partners: "AI is not enterprise software in the traditional sense of going after IT budgets: it captures labour spend." Every technology wave eventually affects headcount. What's different now is that AI skips the IT budget entirely and goes straight to the workforce line. The buyer isn't the CIO anymore. It's the CEO, the CFO, and the CHRO.
Also in this issue:
- Signals This Week — AI vendors are becoming consultants while consultants become AI companies. Data architecture is the real gating factor (76% of enterprises can't support agentic AI operationally). Agent management is becoming an org design question. AI displacement is hitting the entry point, not the middle.
- The Shape of Things — The main essay. Mollick's MIT data shows 3x productivity gains that never reach a dashboard. Block cut 40% of its workforce while OpenAI doubled headcount. Both are making workforce decisions, not technology decisions. Ramp shipped 500 features with 25 PMs and half their code is AI-generated. The call to action: CFOs own the cost structure, CHROs own the reskilling, ops leaders need to map AI-ready workflows, and individual contributors have an obligation to upskill.
- The Wire — Okara launches an "AI CMO" for $99/month. HBR finds AI is smoothing out the productive friction where trust forms. MCP is making AI integration easy and governance impossible. A one-person firm hacked McKinsey's AI platform in two hours. Shadow AI is already inside your sanctioned software.
- What I'm Consuming — MIT's pro-worker AI panel, the Ramp interview, Mollick on the shape of the agentic era, Karpathy on code agents, and Jensen Huang on accelerated computing.
- After Hours — Project Hail Mary re-read. Great narration, claustrophobic setting, and it stays closer to survival mechanics than civilization questions.