#SOT-COMP-2026CRITICAL
AI self-verification drops to 59% accuracy under single-track monologues.
REASONINGView Brief
Empirical Evidence Repository|6 Indexed Papers
HCI Research Ledger
Index of peer-reviewed empirical studies, preprints, and conference publications analyzed through the lens of cognitive impact, behavioral drift, and strategic human-in-the-loop constraints.
Filter by Criteria
Registry Ledger (6 Records)
Sort: Chronological#SOT-COMP-2027IMPORTANT
AI's emotional response simulation in group settings alters user prospective planning by 47%.
USER EXPERIENCEView Brief
#SOT-COMP-2028NECESSARY
AI language models exhibit a 75% reduction in search query depth with hyper-personalized feeds.
ETHICSView Brief
#SOT-COMP-3011CRITICAL
Response latencies under 200ms trigger anthropomorphic projection in 82% of users.
ATTENTIONView Brief
#SOT-COMP-3012NECESSARY
Forced visual friction in output screens increases source cross-validation by 63%.
USER EXPERIENCEView Brief
#SOT-COMP-3013CRITICAL
Delegating semantic summaries to agentic assistants erodes memory retention by 31%.
REASONINGView Brief