Large-scale analysis of wild LLM chat logs finds that user interaction patterns stabilize quickly after initial use and correlate with long-term outcomes like retention, creating an agency paradox of limited exploration in unconstrained systems.
Title resolution pending
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
fields
cs.HC 3years
2026 3verdicts
UNVERDICTED 3representative citing papers
Researchers modeled 57 BIP episodes and identified four diachronic patterns—reflected-upon, discarded, self-preservation, and contradictory mediation—while proposing an awareness-based definition of breaks in presence.
UI placement mediates locomotion effects on AR interaction and should be treated as an independent variable in research and design.
citing papers explorer
-
Priming, Path-dependence, and Plasticity: Understanding the molding of user-LLM interaction and its implications from (many) chat logs in the wild
Large-scale analysis of wild LLM chat logs finds that user interaction patterns stabilize quickly after initial use and correlate with long-term outcomes like retention, creating an agency paradox of limited exploration in unconstrained systems.
-
What's in a BIP? Exploring the Lived Experiences of Breaks In Presence
Researchers modeled 57 BIP episodes and identified four diachronic patterns—reflected-upon, discarded, self-preservation, and contradictory mediation—while proposing an awareness-based definition of breaks in presence.
-
UI Placement as a Critical Design Factor for Augmented Reality During Locomotion
UI placement mediates locomotion effects on AR interaction and should be treated as an independent variable in research and design.