Insights on enterprise AI governance
Notes on AI maturity, shadow AI risk, and building a governance program that keeps pace with how fast your organization is adopting AI.

PhD Students Who Use AI Are Leaving Academia
A new working paper finds PhD graduates who used AI to write their dissertations are more likely to take industry jobs — a quiet signal about what AI is doing t

Your AI Portfolio Has a Power-Law Problem
a16z's latest consumer AI data shows usage and spend concentrating in a handful of apps — a pattern that quietly explains why most enterprise AI pilots never sc

A Model Gets Guardrails for One Skill, Not All of Them
Anthropic's new Claude Sonnet 5.5 ships with cyber-specific safeguards while leaving routine coding and life-sciences work untouched — a narrower, more surgical

Containment Is Becoming a Product, Not a Policy
Vendors are starting to sell physical and software containment for AI agents directly — a sign that "watch what your agent can reach" is now a market, not just

The AI Agent That Never Clocks Out
OpenAI says it's building agents with "ongoing responsibilities" — a shift from task-bound AI to persistent AI that raises a question most companies can't yet a

The Metric Nobody Was Measuring
Anthropic has started publishing measurements of how models get built — compute, inputs, process — not just what they can do. It's a new kind of AI disclosure.