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Delivering Understanding Beyond Insights
Browsing All posts tagged under »RAM 2025«
The Archive Advantage: Why Lived Experience Is the Counterweight to the Black Box
January 18, 2026
Anyone can wire up multiple AI models. No one can manufacture 27 years of documented pattern recognition.
The Opaque Clarity of the AI Black Box Revealed
January 17, 2026
The Black Box was never an AI problem. It was always a governance problem. Here's the proof — and the solution.
RAM 2025 vs. Vibe-Coding — The Accuracy Gap
January 14, 2026
Isn't it time we stopped using industry-standard guesswork and started using Implementation Physics to ensure success rather than hope for it? Meet RAM 2025 Multimodel Verification.
RAM 2025: When a 30-Year Hypothetical Matches Lived Experience
January 14, 2026
A hypothetical 30-year trajectory built from public data. A practitioner who lived it. The graph matched. The inflection point matched. The mechanism matched. That's RAM 2025.
It Isn’t The Instrument — It’s The Musician
November 29, 2025
This beat-up ThinkPad with worn keys is running the same AI architecture I built for Canada's Department of National Defence in 1998. If you want to know why I'm so confident in the HFS — today's post will tell you.
When Agentic AI Meets Organizational Unreadiness
November 29, 2025
The world just discovered what I wrote in 1998: Autonomous AI without organizational readiness isn't transformation — it's accelerated failure.
Silo-Based Contract Management Is Not a Strategy — It’s a Symptom
November 28, 2025
The problem isn’t the silo — it’s the readiness to leave it
How Do Solution Maps and Quadrants Help Reverse the 80% Failure Rate?
November 25, 2025
Why does the ProcureTech solution side of the table make billions, while the practitioner side loses trillions (and more)?
Procurement Insights 
When Models Agree, the Question Is Why: A Real-Time Case Study in Multimodel Validation
January 19, 2026
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I watched an AI model fabricate provenance — confidently, articulately, and completely. Then I watched the methodology catch it.