Multimodal LLMs can detect usability issues from screen recordings, explain them via Nielsen's heuristics, and rank improvement recommendations, with engineer feedback indicating practical usefulness for teams lacking experts.
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A framework is introduced that links activist needs (minimal overhead, community building, safety, sustainability) to DSN affordances and is applied to compare Mastodon and Bluesky plus example communities.
citing papers explorer
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Recommending Usability Improvements with Multimodal Large Language Models
Multimodal LLMs can detect usability issues from screen recordings, explain them via Nielsen's heuristics, and rank improvement recommendations, with engineer feedback indicating practical usefulness for teams lacking experts.
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The Activist's Guide to the Decentralized Social Universe: A Framework for Exploring How Decentralized Social Networks Can Support Collective Action
A framework is introduced that links activist needs (minimal overhead, community building, safety, sustainability) to DSN affordances and is applied to compare Mastodon and Bluesky plus example communities.