Flock Partnered with Nonprofit That Uses AI to Rally Public Support

A surveillance company pushing automated license-plate reader (ALPR) cameras in Knoxville worked with a newly formed nonprofit, Neighbors for Strong Communities, to solicit local support using personalized text messages and AI-assisted drafting of emails to county officials. Recipients reported texts from local area codes and online forms that only produced AI-generated message drafts when respondents indicated backing for the cameras; one organizer who opposed the program received no draft. The nonprofit, incorporated in Washington, D.C. in June, lists political consultants among its directors and has ties to Influent, a company that uses AI to generate constituent letters. The outreach included telltale AI artifacts - such as an image of a man with six fingers - and mirrored tactics previously used to lobby for the Paramount-Skydance merger, prompting accusations of corporate astroturfing.

Knox County commissioners ultimately voted to cancel the Flock contract after widespread public opposition, despite the sheriff’s office having already paid more than $2 million. Critics say the campaign manufactured a veneer of grassroots backing and undermined trust in both the vendor and the public-decision process; the nonprofit insists technology only assisted residents who signed off on drafts. The episode highlights how AI-enabled outreach can blur authentic community voices, propel contested surveillance projects, and complicate efforts to assess whether apparent public support is organic or orchestrated.