a360media, the publisher of Us Weekly, worked with Hum to build a dynamic taxonomy for the Us Weekly content library using Hum’s Alchemist Taxonomy and Tagging Engine, which uses AI to analyse content as it is published and aligns its tags with IAB advertising standards. Paul Likins, a360media’s Vice President of Revenue Operations, had seen
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ReviewBench is an open-source, venue-agnostic framework from the ResearchBites organisation on GitHub for comparing human and AI peer reviews on structure, alignment with a paper’s major claims, impact and critique category. It fetches review data from a venue, parses it into papers and comments, extracts claims from each paper’s PDF, assesses each comment against the
NEJM AI runs an invitation-only Fast Track process that combines human and AI review and promises an initial decision within seven days. Invitations go only to manuscripts that multiple editors judge likely to be accepted. A human editor first writes a review without AI input, and then uses two large language models, GPT-5 with Thinking
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Scholar Labs is an AI-powered search mode in Google Scholar for detailed research questions, announced by Google on 18 November 2025 as an experimental feature for a limited number of logged-in users. Google says it breaks a question into its main topics, aspects and relationships, searches Scholar for each, and returns the papers that address
