Privy uses LLMs to extract privacy rights from policies and deliver interactive guidance, reaching 0.979 precision and completing 96.3% of tasks in 3.2 steps on average across 14 sites.
nutrition label
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.HC 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Slide-based and paced privacy policy formats raised the share of parents passing a comprehension quiz to 41.7% and 30.6% on first attempt, with retakes improving scores for 64.9%, yet 97.3% of those below threshold still consented when not gated.
citing papers explorer
-
Privy: From Fine Print to Fair Practice in Privacy Rights Exercise
Privy uses LLMs to extract privacy rights from policies and deliver interactive guidance, reaching 0.979 precision and completing 96.3% of tasks in 3.2 steps on average across 14 sites.
-
Demonstrably Informed Consent in Privacy Policy Flows: Evidence from a Randomized Experiment
Slide-based and paced privacy policy formats raised the share of parents passing a comprehension quiz to 41.7% and 30.6% on first attempt, with retakes improving scores for 64.9%, yet 97.3% of those below threshold still consented when not gated.