ECHO: A Participatory Framework for Bias-Anchored AI Harm Anticipation

arXiv:2512.03068 · cs.CY, cs.AI · Submitted 2025-11-27 · Read on arXiv

cs.CY, cs.AI

Submitted: 2025-11-27

Updated: 2026-10-01

Terminology

• Artificial Intelligence — 1× in this paper
• Artificial Intelligence (AI) — 1× in this paper · explained in 2 episodes

Related papers

• Reasoning Enhances Robustness to Prompt Injection in LLM-Based Consensus
• Generative AI Purpose-built for Social and Mental Health: A Real-World Pilot
• PersonaMem-v3: Toward Omni-Platform Personal Intelligence for Holistic User Understanding, Recommendation, and Agentic Tasks
• What is an intelligent system?
• AI University: An LLM-Powered Learning Assistant for Engineering---A Finite Element Method Case Study
• Generative AI Use in Entrepreneurship: An Integrative Review and an Empowerment-Entrapment Framework