High-value interpretation accumulated inside productive AI conversations.
The conversation felt intelligent, but its conclusions were fragmented, weakly governed and easy to lose or misremember.
Useful conversation history could carry important organizational knowledge forward.
AI conversations were used as active spaces for research, interpretation and operating thought.
A fluid interface did not provide authoritative state, provenance, supersession or reliable retrieval at the moment of action.
Decisions can be repeated, contradicted or trapped with the person who remembers the thread.
Conversation is an interface. Memory requires an architecture.
The ability to generate an insight and the authority to make it organizational truth must be separated.
EVO’s research now distinguishes storage, memory, learning and authority.
Promote conclusions deliberately; preserve provenance; keep current truth distinguishable from historical truth.
What deserves promotion, expiration or forgetting—and who should decide?