Memory is the most marketed and least delivered feature in the AI companion space. Most platforms claim to remember you but either reset between sessions or just pull from a profile you filled in manually. After two years of testing the ones that actually carry real conversational context across weeks are rare. Just published a full breakdown of which platforms actually deliver on this versus which ones are just marketing: medium.com/@companaya/nomi-ai-review-2026-is-it-worth-it-tested-c91811dcb24a
Any analytics on token usage?
Cool, but I can’t imagine how compute heavy it is to keep a running log of interactions and constantly include it in the context window and/or RAG. Week to week, sure, but over months to a year is wild, especially if you’re talking to it all day every day.