AnalysisPolicyJuly 14, 2026
Ai2 talk explores cognitive costs of AI and LLM red-teaming

The talk presents three research focus areas: cognitive and metacognitive costs of AI, how people red-team LLMs in the wild, and human-centered methods to understand AI impact. It emphasizes the need for human-centered approaches as AI shapes users.