Abstract / approved summary
A first-party manuscript concept describing how proactive assistance can rank action deadlines, expose evidence states, and adapt its surface without over-assuming user intent.
Temitope Dickson Olajide appears in the published author record above. This page does not infer individual contribution statements beyond the supplied authorship record.