Anchor every fact to a hub_fact_id and use language-aware mappings so translations point to the same hub fact. Attach verifiable proofs to each hub fact and ensure translations reference the hub fact_id, so AI Mode can generate consistent cross-language overviews from a single source of truth. This foundation supports fast, scalable localization without sacrificing accuracy or governance.
Own The Conversation Digital Twin · Public Q&A
How can we validate that cross-language AI Mode overviews stay anchored to hub facts and handle translation drift without slowing rollout?
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