#SOT-COMP-2027|FRICTION & VERIFICATION
warningpreprint
AI's emotional response simulation in group settings alters user prospective planning by 47%.
Empirical Translation & Finding
Inserting conversational anthropomorphism in collaborative planning environments causes human partners to defer strategic decisions. The study tracks how simulated emotional validation bypasses critical skepticism systems, leading to high-friction adoption blockages.
Recorded Empirical Metric
47% prospective planning variance
Actionable Interface Verdict
Remove subjective validation verbs from task-oriented multi-agent interfaces. Enforce neutral, metrics-based statements.