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Truth Is Believing. Accuracy Is Knowing.
AI Agents Are Being Deployed Across Sixteen Domains. Procurement Isn’t One of Them.
July 10, 2026
"Agents go first where the machine can check the machine. Procurement is where a human still has to be involved."
Posted in: Commentary
The CIPS Pulse Survey Found Five Risks. They’re Five Strands of One Pattern.
July 9, 2026
"The sources of disruption keep changing, the pattern doesn't"
Posted in: Commentary
1,800 Hours With AI, and the One Thing That Never Changed
July 8, 2026
The more capable the AI became, the more the outcome depended on the human — not less.
Posted in: Commentary
Before You Build the Twin, Validate the Original
July 8, 2026
"Before you build the digital twin, how do you know you're twinning the right organization?"
Posted in: Commentary
The AI Jobs Forecast Is Accurate — and a Distraction
July 8, 2026
The AI jobs forecast is accurate. That's exactly why it's a distraction.
Posted in: Commentary
Are You Mapping to Technology, or Is Technology Mapping to You?
July 7, 2026
Technology is not going away — and that includes AI. It will be waiting for you. Which means no one is falling behind.
Posted in: Commentary
The Canvas and the Camcorder: Why Technology Fails in Every Era
July 7, 2026
Two photos of Mount St. Helens — one before the eruption, one after. Which one is wrong?
Posted in: Commentary
A Perfect Car Won’t Get You There
July 6, 2026
Virginia ranked #1 by Pew in 2008 — with a system that wasn't even "functionally rich." What does that tell you?
Posted in: Commentary
Until Proven Otherwise: The Lens for Sustainable AI Adoption
July 6, 2026
Implementation Physics™ and Invariant Physics™ are, until proven otherwise, the lenses through which we should view sustainable and effective AI adoption and ongoing integration.
Posted in: Commentary
Gartner Makes Predictions. The Record Keeps Receipts.
July 11, 2026
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A prediction describes a future no one is accountable for. A record documents what happened — and can be checked. Gartner's five 2026 predictions, against nineteen years of receipts.