AIP Publishing has announced a partnership with Hum to strengthen quality control for AIP Conference Proceedings. The collaboration introduces Alchemist Review, an AI‑assisted system designed to identify scientific, integrity, and publication‑readiness issues before articles are added to the published record.
AIP Conference Proceedings publishes at scale, with more than 100,000 articles across 1,700 volumes. As proceedings programs expand, publishers face challenges in applying consistent quality and integrity checks across submissions from diverse conferences, organizers, editors, and review processes.
Alchemist Review will provide structured editorial intelligence to surface potential concerns, highlight weak or incomplete scientific reasoning, and support faster, more consistent decision‑making. Integrated into AIP Publishing workflows, the tool will give the Editorial Office greater visibility before proceedings are finalized for publication.
Meredith LeMasurier, Chief Publishing Officer at AIP Publishing, explained that conference proceedings play a vital role in disseminating emerging research but present unique challenges in maintaining consistency and quality at scale. She noted that the partnership with Hum would explore how AI can support editorial oversight and strengthen confidence in the publication process.
Dustin Smith, Co‑founder and CEO of Hum, described the collaboration as an evolution for Alchemist Review and for how publishers approach scientific quality control outside traditional journal workflows. He emphasized that as research output accelerates, publishers require new methods to ensure rigor, consistency, and trust across all stages of scientific communication.
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