Three pieces, one framework. The structural pattern AI initiatives are inheriting, the diagnosis that names it, and the financial cost of leaving it unresolved.
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.
The Compounding Technology Shadow Wave™ Trilogy: Executive Summaries
May 9, 2026
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Three pieces, one framework. The structural pattern AI initiatives are inheriting, the diagnosis that names it, and the financial cost of leaving it unresolved.