Yida Chen; Aoyu Wu; Trevor DePodesta; Catherine Yeh; Kenneth Li; Nicholas Castillo Marin; Oam Patel; Jan Riecke; Shivam Raval; Olivia Seow; Martin Wattenberg; Fernanda Viégas · Harvard University
A dashboard that sits beside a chatbot and shows, in real time, what the model has internally inferred about the user's age, gender, education and socioeconomic status — and lets the user edit those inferences and watch the responses change.
Almost everything else in this ledger is built for researchers; this is built for the person being modelled, and a user study found it helped participants expose the system's biased behaviour.
High · Read the arXiv abstract page in full, 2026-08-06. Project page (bit.ly/talktuner-project-page) not fetched.
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