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Generative AI can support writing, but frictionless access may cause cognitive offloading before users develop their own ideas. We introduce Engage-to-Unlock, a productive-friction mechanism that unlocks generative capabilities after users meaningfully engage with the task. In a controlled experiment (N = 398), partici...
A diagnostic framework for analyzing how generative AI can transform epistemic and cultural practice is offered and it is shown how the shift from indexicality to inference and from editorial authority to statistical consensus produces specific, traceable cultural effects and reveals governance levers that gestalt anal...
An in-situ qualitative study of a persistent, proactive AI agent'teammate'deployed across multiple teams in a large technology company reveals the boundaries of the human-agent workplace are actively in flux, triggering breakdowns and negotiations.
Building on critical feedback and concerns, Fabula is used as a cultural probe in adversarial design, and potentials for writing feedback and for interactive storytelling are identified.
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