2026-10-01T14:14:06Z https://dcpapers.dublincore.org/oai

oai:dcpapers.dublincore.org:952618032 2026-09-10 dcmi-2026 openaire

Stop Guessing, Start Grounding: Using Metadata to Solve the Opacity Problem in AI Retrieval Kleinhans, Agnes Xia, Ning Noback, Andreas Pelz, Peter F. freeda is an early-stage prototype AI information retrieval system that improves trust through transparent metadata. Its Explainability Layer reveals provenance paths, confidence scores, timestamps, and sources behind each answer. This approach shows how structured metadata can support more reliable and accountable AI use. Dublin Core Metadata Initiative 2026-09-10 info:eu-repo/semantics/conferenceObject Text application/pdf text/html https://doi.org/10.23106/dcmi.952618032 https://dcpapers.dublincore.org/article/952618032 Dublin Core Metadata Initiative Conference Proceedings eng info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/