Appropriations Bill: Grant Admins Are Next

Appropriations bill pressure could make grant administration's paperwork the easiest part to automate. Automated triage can sort applications faster, but humans still own award approvals, appeals, and errors when the model is wrong. The open question is whether liability protects grant admins—or only delays the cuts. Pick a side: is grant administration next, or is your coworker still calling AI a pilot?