Why AI Needs Persistent Memory (And How to Add It)
2026-01-15 · Alma Team
Each AI tool keeps its own shallow memory of you, and none of them share it. Persistent memory fixes this with a separate layer that survives across sessions, models and platforms — your AI rebuilds context automatically instead of asking you to repeat yourself. Alma adds it via MCP, SDK or REST API.
Every AI platform now remembers you, but each memory is shallow and walled off in its own product. Context window ends, memory gone. ChatGPT stores ~1,400 words total. Claude projects are better but locked to one platform. Alma stores memories independently with hybrid search, scoring by relevance, importance, and recency.