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2 GoKawiil briefs on this topic

Study finds Perplexity search citations often lack the cited figures

An audit of Perplexity's Sonar and Sonar-Pro models tested 310 factual questions about 210 tech companies and checked every citation attached to a sentence containing a number. It found that 34.7% of 1,826 such citations linked to pages that either wouldn't load or didn't contain any of the figures stated in the sentence, though scoring by claim rather than by individual citation marker lowered the failure rate to 14.4% of 872 claims.

LAION releases large-scale open video dataset for academic research

LAION has published LAION-BVD, a large open video dataset intended to support multimodal research on video, audio, and image models. The organization says the release is meant for non-commercial, academic use only, aimed at improving reproducibility and transparency in a field increasingly dominated by proprietary corporate datasets.