AI systems that cite sources directly within outputs (e.g., footnotes in spreadsheets) build trust by allowing users to verify information instantly. This is especially critical for factual data where hallucinations are common—users can quickly check the origin of each data point without leaving the interface, reducing uncertainty about accuracy.
Inline source citations and footnotes validate AI-generated data, transforming passive references into active verification tools. Per-cell AI agents in spreadsheets dynamically fetch specific data points, while academic-style footnotes ensure accountability for real-time information.
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