LUC 2026

AI chatbots are great at sounding objective and authoritative, but because Large Language Models (LLMs) operate on probabilistic text prediction rather than direct fact retrieval, that veneer hides inaccuracies, algorithmic biases, and hallucinations. Traditional methods of information evaluation weren't built for this. This session introduces Critical Algorithmic Information Literacy (CAIL), a new framework designed to shift researchers from passive consumption to adversarial evaluation.