When a Team AI Remembers Something Wrong, Who Gets the Correction?

The pleasant pitch for shared AI memory is that nobody has to explain the project twice. Fine. The awkward half is that nobody gets to be wrong alone either. Tencent’s beta Team Memory lets several AI assistants draw from shared chat history, skills, docs and code maps. New items are private by default, with team and restricted access available. That answers who may read something. VentureBeat found no documented correction or expiry path for a fact that has already been reused, or a rule for two assistants carrying conflicting versions. Say the sales assistant remembers that a client approved a 15% discount, the project assistant says 10%, and a third assistant has already drafted the proposal. Fixing the original note is not enough. The correction should show which assistants read it, pause affected actions, flag work that may now be wrong, and travel at least as far as the mistake did. Keep the reason for the change visible too; a silent rewrite makes the old output impossible to explain. Otherwise shared memory removes repeated context by creating a new chore: finding everyone who acted on last Tuesday’s misunderstanding. What should happen first when a shared AI memory is corrected—quarantine it, trace affected work, or ask a named owner?