Memory consistency poses challenges—what model can effectively structure the system?

I got a comment on the last post that I want to answer properly, because it gets at the real question. They agreed that memory adherence is a systems problem and not just a prompting problem, then asked whether I had tested the approach across model families (GPT, Claude, Gemini) and seen meaningful