AI RESEARCH
Mechanical Conscience: A Mathematical Framework for Dependability of Machine Intelligenc
arXiv CS.AI
•
ArXi:2605.03847v1 Announce Type: new Distributed collaborative intelligence (DCI), encompassing edge-to-edge architectures, federated learning, transfer learning, and swarm systems, creates environments in which emergent risk is structurally unavoidable: locally correct decisions by individual agents compose into globally unacceptable behavioral trajectories under uncertainty.