Source record

Published by Hugging Face Blog (T1.5 source). The original is at https://huggingface.co/blog/MultiverseComputingCAI/getting-the-source-right-not-just-the-fact-source.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Multiverse Computing introduces ProvenanceGuard, a verification method for MCP-based LLM agents that checks whether a claim is attributed to the correct source, not merely supported by pooled evidence. The paper targets 'cross-source conflation,' illustrated with customer support and clinical agent examples.

Names a specific, often-overlooked failure mode — true claims attached to wrong sources — that builders of multi-tool agents should design against. Concrete examples in support and clinical settings make the pattern tangible.

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