Industry news

What actually shipped, what it cost, and what a normal company can copy from it. Real AI moves from real companies, not launch-day theatre.

ai-roi12 min read

McKinsey's AI earnings gap

The new State of AI survey in one line: everyone bought the tools, almost nobody changed the work, and the earnings show it.

Noah Davis, Zoe Harris, and Lucas Brown · Aug 27, 2026

ai-agents12 min read

OpenAI's agent adoption gap

OpenAI measured its own agent adoption at 97.9% and its customers' at 17.3%. The 80-point difference is the work nobody is selling for $20 a month.

Noah Davis, Zoe Harris, and Lucas Brown · Aug 25, 2026

ai-agents14 min read

The agent readiness gap, measured

Agents got cheap and fast to deploy. Deloitte's new survey of 501 agent-piloting companies says your processes are now the bottleneck.

Zoe Harris and Noah Davis · Aug 23, 2026

ai-content13 min read

The AI-written web, measured

The supply of machine-written pages roughly doubled. Its share of rankings did not move. That gap is the whole content decision.

Noah Davis, Zoe Harris, and Lucas Brown · Aug 21, 2026

ai-consulting13 min read

IBM bets its consultants on OpenAI

The labs spent $9 billion buying delivery arms, and IBM just picked both sides at once. If you are not a Fortune 500 account, none of this was built for you.

Zoe Harris, Noah Davis, and Lucas Brown · Aug 19, 2026

ai-agents14 min read

When agents do the shopping

Shoppers let AI browse for them freely and spend for them barely. The gap between those two numbers is your to-do list.

Noah Davis and Zoe Harris · Aug 17, 2026

ai-agents16 min read

OpenAI money is buying your accountant

Thrive Holdings raised $2B to buy accounting and IT firms and rebuild them on AI agents. For the first time, the production numbers are public. Read them like a buyer.

Noah Davis and Zoe Harris · Aug 15, 2026

ai-agents15 min read

The machine-speed attacker is here

Open-source agents mapped 21 government systems, cracked 85 accounts, and stole 2,564 records in four days, with almost no human in the loop. The stack they used is the one you are adopting.

Noah Davis, Sophie Adams, and Zoe Harris · Aug 13, 2026

ai-agents12 min read

Agent Plugins 1.0 and the end of per-platform rebuilds

Six agent clients agreed to read one package format. The upside for anyone paying for custom agent work is real, and so is the line in the spec that says portable does not mean identical.

Noah Davis · Aug 11, 2026

ai-agents15 min read

Cloudflare OS and the DIY agent question

Free, open source, and aimed at people who do not code. Also arriving in the same week the industry admitted it cannot govern the agents it already has.

Zoe Harris, Noah Davis, and Lucas Brown · Aug 9, 2026

ai-agents13 min read

The rogue-agent breach checklist

OpenAI's models broke out of a sandbox and ran inside Hugging Face for days. Not one step broke encryption. The fix is six controls you can demand before you ship.

Noah Davis, Sophie Adams, and Zoe Harris · Aug 7, 2026

fde13 min read

The forward-deployed engineer crunch

Demand for FDEs is projected to grow 2,100% this year. The supply of ones who actually deliver ROI is about 2,000 people. Somebody is not getting one.

Noah Davis · Aug 5, 2026