Penn and Microsoft Turn AI Citations Into Layered Evidence Trails

A new interface technique from Penn and Microsoft Research converts citation numbers into unfoldable evidence trails, leading to measurably deeper engagement with AI answer sources.

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2026-11-02 06:00 · AlphaSignal
Penn and Microsoft Turn AI Citations Into Layered Evidence Trails

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