May 1, 2026
The familiar iceberg graphic addresses 10% of the system. Here is the other 90%.
April 27, 2026
In 2014 we had the opportunity to get it right — but only a few recognized it. In 2026, with AI, we have a second chance with full knowledge of the consequences.
April 26, 2026
The model black box is unsolved. The orchestration black box is a design choice. Soon, courts will no longer accept the second.
April 25, 2026
MS Office made productivity software universal. ARA™-driven RAM 2025™ does the same for AI.
April 24, 2026
This is not the end of the black box. It is the end of the black box as an excuse.
April 23, 2026
Atlan helps agents work from the same map. ARA™-driven RAM 2025™ ensures the map is accurate — and keeps checking it as the terrain changes.
April 8, 2026
In 2005 we documented it on video. In 2026 MIT, McKinsey, and Stanford HAI confirmed it independently. The failure rate never moved. The missing diagnostic never changed. Here is the original record — and why it matters more today than the day it was delivered.
April 8, 2026
It's time to stop hype cycles and start creating outcome cycles.
April 7, 2026
"The right question is: under what conditions can procurement safely become autonomous?"
We’ve Seen This Before. And It Didn’t End Well.
May 3, 2026
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What's in a title? Very little if it doesn't reflect how the real world operates.