Evalet applies functional fragmentation to deliver fragment-level qualitative analysis of LLM evaluations, with a user study showing 48% more misalignment detections than holistic scoring.
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Proposes creative reading as a provocation-oriented design space for reading augmentation that values reader self-creation and plurality of interpretations by synthesizing literary theory with sensemaking and creativity support.
A survey of 457 papers yields a six-dimensional design space for abstraction in interactive systems that reframes gulfs of execution and evaluation while articulating cognitive and design processes for bridging abstraction gaps.
LLM-based conversational interface for Android reduces task time and mental effort for blind users versus traditional gesture-based screen readers like TalkBack.
A new benchmark shows LLM smartphone agents achieve comparable success with screen text alone as with screenshots, but both fail often due to UI accessibility and reasoning gaps.
Roblox's automated chat moderation fails to catch numerous unsafe messages involving grooming, sexualization of minors, bullying, violence, self-harm, and sensitive information sharing, with users evading detection through various techniques.
ClayScape is a hybrid GenAI and clay 3D printing workflow that makes Chinese ceramic design more accessible to creators, as tested with four users who reported expanded creative options alongside agency challenges.
LLM-generated declarative specifications bridge natural language what-if questions to interactive interfaces, with benchmarks showing improvement from 52% to 80% success rate after targeted repairs.
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