benchmark-memory-conflict

resolve changing preferences and disagreements in memory

the problem

a household assistant stores old preferences beside new ones and family members disagree.

what i built

memory-conflict checks that the assistant applies the latest valid preference, respects privacy and authority, and keeps bookings reversible.