Can memory sandboxes prevent cognitive degradation in AI systems?

Fair enough How would you personally prefer these kinds of posts to be structured so the intent is clearer from the beginning? I’m genuinely experimenting with how to present architectural/research ideas publicly without oversimplifying them into generic “AI takes.” So feedback on format or framing is actually useful for me.