crossrefMachine Learning and Knowledge Extraction2026-03-10Cited by 1
Co-Explainers: A Position on Interactive XAI for Human–AI Collaboration as a Harm-Mitigation Infrastructure
Francisco Herrera, Salvador García, María José del Jesus, Luciano Sánchez, Marcos López de Prado
Human–AI collaboration (HAIC) increasingly mediates high-risk decisions in public and private sectors, yet many documented AI harms arise not only from model error but from breakdowns in joint human–AI work: miscalibrated reliance, impaired contestability, misallocated agency, an…