2026-05-06
From AI chat history to evidence-backed memory
AI chat history is valuable, but it becomes more useful when transformed into inspectable facts, preferences, and episodes.
AI chat historyevidence-backed memoryknowledge graph
History alone is hard to reuse
Old AI conversations contain decisions, constraints, and useful reasoning, but finding the right thread later is slow. Memory should make reuse deliberate.
Derived signals should stay connected
Facts, preferences, and episodes are only trustworthy when they remain linked to the original turn, message, or page that produced them.
DeepMem starts from raw records
The product direction keeps raw captures, local indexes, and derived signals together so users and agents can move between summary and source.