r/AI_Agents: Jensen Huang Called Memory Management So Critical It Defines What a System Is Called — Most Production Teams Still Treat It as a Feature

A production builder argues the 'memory as a feature' framing is the root cause of most six-month agent failures: memory starts manageable in demos, then becomes load-bearing infrastructure — untouchable, undocumented, and accumulating undetected contradictions. Citing Jensen Huang's claim that memory management is fundamental enough to define what an AI system is called, the post draws a direct line between that statement and the gap between demo-phase and production-phase memory behavior. The thread surfaces the concrete failure pattern: no audit trail, no conflict-resolution process, and no tooling designed for the transition from prototype memory to production memory infrastructure.