May 9, 2026
Three pieces, one framework. The structural pattern AI initiatives are inheriting, the diagnosis that names it, and the financial cost of leaving it unresolved.
May 9, 2026
Three technology waves accumulated before AI arrived. The Hansen Deflator Formula™ measures what AI deployments lose to the inherited substrate — and what changes the math.
May 8, 2026
AI doesn't sit alongside the prior shadow waves — it consumes them. The Compounding Technology Shadow Wave™ explains why AI initiatives struggle beyond the pilot stage.
May 8, 2026
The shadow AI adoption gap isn't a 2026 problem. It's the fourth time the same pattern has played out in thirty-five years.
May 7, 2026
"Technology did not diminish because it became weaker. It diminished because the real constraint moved somewhere else." A 2004 paper meets the chart that now proves it.
May 6, 2026
AI Success Requires More Than Truth. It Demands Accuracy.
May 5, 2026
"Incomplete assumptions don't disappear. They accumulate. And when the system scales, reality collects the debt."
May 4, 2026
Google didn't make a mistake. It just operationalized one — at $750 million scale, with thirty years of receipts.
May 3, 2026
What's in a title? Very little if it doesn't reflect how the real world operates.
Eric Kimberling’s Hidden Cost Of Agile In ERP And The Substrate Underneath It
May 11, 2026
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"Eric Kimberling's piece on agile in ERP names a mechanism the Compounding Technology Shadow Wave™ work has been documenting at multi-decade scale. Agile does not eliminate shadow behavior. It can unintentionally legitimize it."