Impact evaluation at scale
How should the outcomes of funded work be measured, attributed, and rewarded when the volume of funded projects grows faster than the supply of qualified evaluators? What mechanisms can credibly distinguish impactful work from plausible-looking work, especially when results unfold over years?
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Context
This thread anchors discussion at the Columbia 2026 workshop and is eligible for support through AI4PG 2026 grants.