Connor Nitchals

Meaningful human authority in AI mediated decision making an authority vector and bottleneck principle

Designing for disagreement: epistemic friction, sycophancy, and the ethics of human–AI advice—a critical integrative review

This critical integrative review synthesizes research on automation bias, algorithm appreciation and aversion, large-language-model sycophancy, persuasive dialogue, anthropomorphic interaction, explainable AI, and human autonomy to reposition productive disagreement as a positive safety and autonomy property of human–A...