Human-machine collaboration in intelligence analysis: An expert evaluation
Published: 20 December 2022
Authors: Alice Toniolo, Federico Cerutti, Timothy J. Norman, Nir Oren, John A. Allen, Mani Srivastava, Paul Sullivan

The paper studies what makes collaboration between analysts and intelligent tools genuinely useful in intelligence work.
Trust, transparency, and the ability to contest or verify a system recommendation are treated here as operational requirements, not interface extras.