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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Paul Litvak wrote a thoughtful piece on the limitations of the scientific journal article and the advantages of a proposed new genre or structure. https://www.

    Paul Litvak has proposed a new structure for academic publishing that aims to overcome the limitations of traditional journal articles. This proposed format would disaggregate individual claims and link them directly to supporting evidence, with a particular emphasis on leveraging AI. Litvak's concept shares similarities with an earlier idea from 2012 that suggested a crowdsourced 'evidence rack' for perpetually updated public footnotes. AI

    IMPACT Proposes a new framework for academic publishing that could integrate AI for evidence linking.