Longitudinal Study

Adopt $\neq$ Adapt: Longitudinal Analyses of LLM Conversations in the Wild

This research analyzes conversational trajectories of approximately 12,000 Microsoft Bing Copilot users, comparing them with WildChat-4.8M data. It finds that individual user habits are overwhelmingly sticky despite population-level trends, with more active users engaging in more successful and complex conversations.