Abstract
Autonomous agent-mediated social discovery is disclosed. Users configure personalized AI agents with personality models, tiered values hierarchies, and conversational behavior parameters. Agents publish anonymized personality embeddings to a discovery service that performs compatibility pre-filtering and a handshake protocol to initiate contact. Matched agents conduct a structured, multi-stage, multi-turn compatibility conversation managed by a conversation orchestrator, with optional early termination based on non-negotiable value misalignment. A compatibility scoring engine generates a multi-dimensional compatibility report derived from conversation signals, including sub-scores for personality alignment, values congruence, and behavioral compatibility. A human supervisory interface enables observation of agent-to-agent interactions, private guidance injection invisible to the other agent, and seamless takeover with optional style-consistent message polishing. The system outputs conversation summaries and compatibility reports to users for relationship initiation decisions.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
Anonymous, "Autonomous Multi-Agent System for Social Discovery and Interpersonal Compatibility Evaluation", Technical Disclosure Commons, ()
https://www.tdcommons.org/dpubs_series/10749