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This first study of Web search across four major conversational platforms is presented, combining real-world user interactions with controlled experiments using the same platform's models by their APIs (invitro), finding that Web-search decisions vary substantially across platforms and models.
The first large-scale audit of the default moderation system on Bluesky is conducted, revealing a human-AI collaborative system where labels for sexual and graphic content are applied automatically in seconds, while nuanced and high stakes labels require more human oversight, taking hours or days.
Governance mechanisms in DAOs can introduce critical vulnerabilities that are ripe for exploitation, even when implementations are bug-free.
You can slash RoPE memory costs by 10x without sacrificing convergence, just by applying it to a sliver (10%) of hidden dimensions.
LLMs exhibit surprisingly strong and predictable biases towards specific information sources, even overriding content relevance and explicit instructions.