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Ephemeral Intelligence: Architecting for Perpetual AI Obsolescence
Joseph Sweeney
11 March, 2026
Rapid vendor deprecation cycles now mandate model independence. Executives must decouple application logic from ephemeral engines using AI gateways and shadow testing to transform volatility into strategic resilience.

Ephemeral Intelligence: Architecting for Perpetual AI Obsolescence
Rapid vendor deprecation cycles now mandate model independence. Executives must decouple application logic from ephemeral engines using AI gateways and shadow testing to transform volatility into strategic resilience.
Nobody
27 June, 2003
Kevin McIsaac
27 June, 2003
Brian Bowman
27 June, 2003
Peter Grant
27 June, 2003
Irene Pimentel
27 June, 2003
