
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.

