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Delivering Understanding Beyond Insights
Browsing All posts tagged under »ChatGPT«
World Models and the Strand They Can’t See
December 7, 2025
LeCun and Bezos are investing in "World Models" to capture causal relationships. But what happens when the most important strand isn't in the data?
Supplier Onboarding Is Not a Form Problem — It’s an Ecosystem Problem
December 5, 2025
GenAI can enrich your supplier data. It can't fix the architecture that keeps producing junk.
The Honorable Off-Ramp: Why Even the Best Intentioned Leaders Stay Equation-Based — and How the Industry Can Finally Move Forward (EXECUTIVE VERSION)
December 3, 2025
What if the best leaders in procurement weren't wrong — they were trapped?
The Honorable Off-Ramp: Why Even the Best Intentioned Leaders Stay Equation-Based — and How the Industry Can Finally Move Forward (FULL VERSION)
December 3, 2025
What if the best leaders in procurement weren't wrong — they were trapped?
What If AI Readiness Has Nothing to Do with Technology?
December 3, 2025
Now this is what a Tech Stack should (and must) look like.
Procurement Insights Readers: When the World’s Most Influential Tech CEO Validates What You’ve Been Saying for Decades
December 3, 2025
Satya Nadella says SaaS is collapsing. I've been explaining why since 1998.
AGI Won’t Fix Your Dirty Data. Neither Did AI, GenAI, or Agentic AI. Here’s Why.
December 3, 2025
A technology-first approach has never addressed the clean data problem — and it never will.
Procurement Insights 
What Does a 1963 Mary Kay Cosmetics Interview Have In Common With A 2025 Particle Accelerator Model?
December 7, 2025
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What World Models' LeCun and Bezos learn from Mary Kay about AI?