One Powerful Agent Is the Wrong Trust Model

The recent OpenAI and Hugging Face security incident is worth paying attention to, but not because every business should panic about AI. It is worth paying attention to because it shows where this whole AI era is heading. OpenAI said the incident happened during an internal evaluation of advanced cyber capabilities. The models were being […]

Make the Next Decision Visible

A lot of AI and automation projects do not stall because the model is weak. They stall because the next decision is hidden. The business has a process. The process has exceptions. The exceptions live in someone’s head. The approvals happen in email. The status lives in a spreadsheet. The real business rule is buried […]

Your AI Strategy Needs a Working Rhythm

A lot of companies are still treating AI like a tool selection problem. Which model should we use?Which chatbot should we try?Which vendor has the best demo?Which feature should we add? Those questions are not useless, but they are usually not the best place to start. A better question is: What work needs a better […]

The Work Behind the Show

I missed my normal Sunday writing window this week. That is not a complaint. It is just what happened. We hosted a party on Saturday for the 250th birthday of the United States, and by the time Sunday came around, the weekend had already become the lesson. The party was spectacular. The fireworks were great. […]