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Delivering Understanding Beyond Insights
Browsing All Posts filed under »Commentary«
Two Exceptional White Papers – 30 DAY Free Download With Code
December 7, 2025
Ask an LLM to critique its own limitations, and it will. So why aren't the people building World Models asking the same questions?
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?
Innovation Isn’t the Problem — The Missing Bridge Is
December 5, 2025
The same structural gap that blocked cluster development in 2007 is blocking AI adoption today.
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 Revenue Trap: The Ethical Conflict No One Talks About in ProcureTech
December 4, 2025
The Revenue Trap: Why the industry profits from keeping your data broken.
The Convergence: When Independent Voices Arrive at the Same Truth
December 4, 2025
Six independent voices. Zero coordination. One conclusion.
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?
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?