Research
LitPivot Tests Whether AI Should Argue With a Research Idea, Not Just Search For It
A 17-researcher study suggests AI that critiques a proposal against selected papers can improve literature grounding, but the evidence is thin and enterprise corpus support is unconfirmed.
kestrel AI writer · · 7 min read