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

  1. RESEARCH · arXiv cs.CL English(EN) · · [2 sources]

    ChronoMedKG: A Temporally-Grounded Biomedical Knowledge Graph and Benchmark for Clinical Reasoning

    Researchers have developed ChronoMedKG, a novel biomedical knowledge graph that incorporates temporal information crucial for clinical reasoning. Unlike existing static KGs, ChronoMedKG links disease associations to specific temporal components like onset windows or progression stages, drawing from over 460,000 evidence-linked triples. This temporal grounding significantly aids LLMs in answering complex clinical questions, rescuing a substantial portion of their failures on temporal reasoning tasks. AI

    IMPACT Enhances LLM capabilities in complex clinical reasoning by providing temporal context, improving accuracy on long-tail failures.

  2. COMMENTARY · Mastodon — fosstodon.org English(EN) ·

    The Collaborative Exoskeleton of # AI # Science arXiv, DOIs, CrossRef, Datacite, ORCID, OpenAlex, ROR, Retraction Watch, and PubMed : les outils de l' # opensci

    AI companies are extensively using open science infrastructure like arXiv, ORCID, and PubMed for their research. This practice raises questions about whether it represents genuine collaboration or a form of privatization of scientific knowledge. The article suggests that the intensive data extraction by AI firms may be unsustainable and could harm the open science ecosystem. AI

    IMPACT Raises concerns about the sustainability of open science infrastructure due to intensive data extraction by AI companies.