3 papers
cs.CY2025
Dead Zone of Accountability: Why Social Claims in Machine Learning Research Should Be Articulated and Defended
Tianqi Kou, Dana Calacci, Cindy Lin
Many Machine Learning research studies use language that describes potential social benefits or technical affordances of new methods and technologies. Such language, which we call…
cs.CY2025
FareShare: A Tool for Labor Organizers to Estimate Lost Wages and Contest Arbitrary AI and Algorithmic Deactivations
Varun Nagaraj Rao, Samantha Dalal, Andrew Schwartz +3
What happens when a rideshare driver is suddenly locked out of the platform connecting them to riders, wages, and daily work? Deactivation-the abrupt removal of gig workers' platfo…
cs.HC2025
FairFare: A Tool for Crowdsourcing Rideshare Data to Empower Labor Organizers
Dana Calacci, Varun Nagaraj Rao, Samantha Dalal +5
Rideshare workers experience unpredictable working conditions due to gig work platforms' reliance on opaque AI and algorithmic systems. In response to these challenges, we found th…