5 min read
The End of 'Model Monogamy': What Microsoft's Copilot Fix Means for You
A master carpenter does not build custom cabinetry with a Swiss Army knife. While a multi-tool offers the convenience of having everything in one...
Digital Transformation
6 min read
The 'Brain in a Jar' Problem: 4 Steps to Turn AI into a Worker
You open a browser tab, type a question into a chat interface, and watch as a highly sophisticated response appears on your screen in seconds. The...
5 min read
The 'Computer Use' Breakthrough: Connecting AI Agents to Legacy Tech
Walk into any association board room and mention artificial intelligence, and you will likely hear the same heavy sigh. The consensus is usually that...
5 min read
System 1 vs. System 2 AI: Why Your Association Needs a Decision Model
Look at any standard process documentation in your association. You will likely see a flowchart made of two primary shapes. Rectangles represent...
5 min read
Why Your Association Needs a Product Leader, Not a Technical CTO
When membership organizations decide to modernize their technology, the immediate instinct is to look for technical talent. The assumption is that...
5 min read
The End of the IT Committee: How to Ship AI Projects Like Tech Firms
The traditional association technology committee is designed to be a safety mechanism. It might bring together representatives from membership,...
4 min read
The Vibe Coding Trap: Why AI Apps Need Architecture, Not Duct Tape
Imagine discovering a leaking pipe in the garage. A quick fix is to grab a roll of duct tape and wrap the pipe tightly. The water stops. The floor...
5 min read
The AI Slowdown Paradox: Why Associations Must Speed Up Now
Researchers resigning from major artificial intelligence labs. Open letters signed by thousands of industry insiders asking governments to build a...
5 min read
Abundant Intelligence: What Happens to Your Members When Expertise is Free?
For generations, professional associations have operated under a fundamental economic premise. Expertise is hard to build, difficult to scale, and...