Listening Alone, Understanding Together: Collaborative Context Recovery for Privacy-Aware AI

CONCORD is a privacy-aware A2A framework for speech-based AI assistants that ensures owner-only speech capture via real-time speaker verification. It recovers missing context through spatio-temporal resolution and minimal A2A queries, achieving 91.4% recall.