AI & Memory Systems

Standardization is rarely announced. It does not arrive as a declaration or a mandate. It emerges gradually, through convenience, repetition, and alignment. By the time it is recognized, it often feels inevitable. Memory is now entering this phase. Standardization Begins as Assistance Standardization does not begin by replacing memory. It begins by supporting it. Systems […]

Artificial intelligence did not introduce a new problem.It altered the conditions under which existing human processes operate. Memory is one of those processes. For most of human history, memory was constrained by biology, time, and social transmission. It faded, fractured, and required effort to preserve. These constraints shaped how cultures remembered, how individuals formed identity,