Enterprise AI assistants push auditable citations

This week's enterprise trend was less about parameter races and more about making AI output acceptable in business workflows. Several product updates focused on having models cite internal documents, versions, and meeting notes.

This effectively turns hallucination risk into a process problem: even if the model is wrong, users can quickly return to the original material. Knowledge-heavy teams now treat that as more urgent than chasing smarter models.

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