A federal judge issued a preliminary injunction halting an HHS order that directed teen pregnancy prevention funding exclusively toward abstinence-based programs, after finding the agency's supporting citations appeared fabricated.

U.S. District Judge Christopher Cooper ruled that the Department of Health and Human Services failed to justify its blanket mandate requiring all teen pregnancy prevention grants to fund only abstinence-based strategies. The decision pauses an order that had already triggered millions of dollars in grant cuts to programs across the country.

But the judge's sharpest criticism targeted something more basic than policy disagreement: the quality of the evidence HHS put before the court. In his written opinion, Cooper found that agency notices on "body literacy" cited public health studies that appeared either not to exist or not to support the claims HHS attached to them.

Judge Cooper called the bogus references "a hallmark of AI-created citations"

That phrase, "a hallmark of AI-created citations", landed squarely in the written opinion. Cooper did not hold back about what the agency's filings looked like. As the report on the ruling detailed, the judge wrote:

"On the topic of body literacy, the notices (remarkably) reference public health studies that appear either not to exist or not to support the propositions for which they are cited, a hallmark of AI-created citations."

Federal agencies are expected to ground their rulemaking in real evidence. When a judge concludes that the studies an agency cites may not exist at all, the credibility problem goes beyond a footnote error. It raises the question of whether anyone at HHS reviewed the material before submitting it to a federal court.

This is not the first time the agency has faced scrutiny over fabricated references. HHS published a report titled "Make America Healthy Again" roughly a year earlier that, by its own admission, contained references to articles that did not exist and multiple citation errors. The pattern suggests a systemic quality-control failure inside the department, one that undermines legitimate policy goals.

Cooper acknowledged abstinence education has a place, but not as a one-size mandate

The judge's opinion did not reject abstinence-based programming outright. Cooper explicitly noted that such education "may well be appropriate for some age groups or communities." His objection was narrower and more damaging to the agency's legal position: HHS offered no explanation or evidence to support imposing the approach as a universal requirement.

"While abstinence-only education may well be appropriate for some age groups or communities, the agency has offered no explanation or evidence to support its across-the-board mandate that only abstinence strategies be pursued."

That distinction matters. A federal agency can shift policy priorities. It can favor one approach over another. But under the Administrative Procedure Act, the federal law governing how agencies make rules, it cannot impose sweeping mandates without a reasoned explanation grounded in actual evidence. Cooper found that HHS skipped that step entirely.

The earlier HHS decision to terminate tens of millions in teen pregnancy prevention grants and redirect funds toward parental rights and body literacy had already drawn attention. This ruling now casts doubt on whether the evidentiary foundation for that redirection can survive judicial review.

Plaintiffs won on the "arbitrary and capricious" standard, a high bar

Judge Cooper found that the plaintiffs, whose specific identities were not named in available reporting, demonstrated a likelihood of success on their claim that the HHS order was arbitrary and capricious. That legal standard, drawn from the Administrative Procedure Act, requires challengers to show that an agency acted without reasoned decision-making or ignored relevant evidence.

Courts do not throw that label around casually. Winning a preliminary injunction on arbitrary-and-capricious grounds means the judge concluded, at this early stage, that the agency's reasoning was so thin it probably cannot hold up at trial.

Cooper weighed three factors in granting the injunction: the plaintiffs' likelihood of prevailing, the severity of harm to their existing programs, and the overall balance of equities. On all three, he sided with the challengers. As the judge wrote:

"The Court concludes that the Plaintiffs' likelihood of success on their arbitrary and capricious claim, combined with the severity and irremediable harm to their programming and the balance of equities in their favor, justify the issuance of a preliminary injunction in this case."

The reference to "irremediable harm" signals that grant recipients had already lost funding and could not recover it without court intervention. Millions of dollars in cuts had already taken effect before the injunction landed.

HHS under Kennedy faces a credibility gap it built itself

Robert F. Kennedy Jr. leads HHS, and the department's repeated reliance on questionable citations creates a problem that extends well beyond this single case. When an agency submits evidence to a federal court that a judge describes as fabricated, every future filing from that agency starts under a cloud.

The broader pattern at HHS, from the flawed "Make America Healthy Again" report to the suspect citations in this litigation, points to an agency that has moved faster on policy than its own staff can credibly defend. Conservative voters who supported Kennedy's appointment expected him to clean up public health institutions, not give federal judges fresh reasons to question the agency's honesty.

Kennedy's HHS has pursued an ambitious agenda touching everything from childhood vaccine policy to grant restructuring. Ambition is fine. But ambition without basic evidentiary rigor hands opponents easy courtroom victories and weakens the administration's credibility on fights that matter more.

The question of whether AI tools created the phantom citations remains unanswered. HHS has not publicly responded to the judge's findings, at least not in available reporting. If the agency used artificial intelligence to draft legal filings or policy justifications without human verification, that is a management failure, not a technology problem.

Conservatives rightly argue that honest information about fertility and reproductive health matters more than ideological comfort. The same principle applies here. If HHS wants to promote abstinence education, a defensible policy goal, it needs real studies, real data, and real accountability. Fabricated footnotes do not advance that cause. They sabotage it.

Government agencies that cut corners on evidence give judges no choice but to step in. HHS handed this court exactly the opening it needed, and the people who lose are the communities waiting on programs that actually work.