Science
How plagiarism-detection programs became an unlikely political weapon
The plagiarism accusations first struck Claudine Gay when a right-wing activist published several examples of unattributed text from the Harvard president’s academic writings. Though insufficient attribution wasn’t the only controversy swirling around Gay — her response to congressional questions about antisemitism on campus played a much bigger role — it was the tipping point that forced her resignation this month.
The next volley hit Neri Oxman, a former MIT professor and the wife of hedge fund manager Bill Ackman, who had campaigned vigorously for Gay’s ouster. The publication Business Insider reported that several paragraphs and sentences from Oxman’s dissertation appeared to have been lifted from Wikipedia. Oxman apologized for the errors on social media.
In response, Ackman wrote on X that he would be getting into the plagiarism review game as well. Ackman said his review would cover all the published work of all of MIT’s faculty, its president, Sally Kornbluth, and the university’s board members — plus all the work of the staff at Business Insider, and possibly also the work of the faculties at Harvard, Yale, Princeton, Stanford, the University of Pennsylvania and Dartmouth.
“Vetting every publication from every academic over their career at a huge university like Harvard would take thousands of hours,” said Chris Caren.
He would know. Caren is the chief executive of Oakland-based Turnitin, the world’s largest provider of academic integrity software. The company’s products include Feedback Studio, a program designed for high school and college instructors, and iThenticate, a more rigorous offering favored by academic journal editors. Students work in the computer lab at Cuyama Valley High School in New Cuyama, Calif.
(Christine Armario / Associated Press)
According to the company, 80% of U.S. college students attend schools that use Turnitin’s software to check student work for plagiarism. So do 50% of U.S. high school students. Nearly all of the leading scholarly journals use the company’s products to check submitted articles for misappropriated language and missing citations, Caren said. (Turnitin’s programs analyze only text, he noted, and won’t catch fudged figures, manipulated images or other data-related chicanery.)
The widespread adoption of plagiarism-detection software in higher learning over the last decade means the prospect of a “plagiarism check” for most college graduates under the age of about 30 isn’t much of a threat. Their essays, papers, theses and dissertations were almost certainly vetted in this way when they handed them in. But for older academics, subjecting work to the software’s level of scrutiny could well reveal attribution errors — intentional or not — that have never come to light before.
And that’s what a small but highly motivated sector of Turnitin’s customer base is counting on.
“We allow anyone to use them — media organizations, political groups,” Caren said of Turnitin’s products. “If there are other firms that want to look into someone’s past, it’s the same technology, it’s just being used by people we didn’t design it for in the first place.”
The National Science Foundation describes plagiarism as “the appropriation of another person’s ideas, processes, results or words without giving appropriate credit.” Harvard and MIT define it in similar language in their academic integrity guidelines.
In academia particularly, it can be a devastating charge. “People get jobs, grants, and a litany of other opportunities based on their research that by default is assumed to be original to them. If it is later found out to not be, it would then be saying that they got these opportunities effectively based on fraud,” said Christian Moriarty, a professor of ethics and law at St. Petersburg College in Florida.
That’s why “an accusation, unfounded or not, undermines their authority and position,” he said.
No one has accused Gay or Oxman of stealing data or high-level ideas. But some of their published works appear to contain expository sentences and paragraphs that closely match language in sources available at the time — the type of plagiarism that software can most easily detect.
Gay’s accusers highlighted multiple instances of prose that echoed other sources. For instance, two paragraphs in her 1997 doctoral dissertation closely mirrored text in a paper by researchers who were not cited anywhere in the paper. Harvard said Gay requested corrections to some of the works.
In Oxman’s case, Business Insider identified 15 nonconsecutive paragraphs in her 2010 dissertation that closely resemble language that appeared in Wikipedia articles at that time. Most are definitions of technical terms and concepts. The publication also found passages in her research papers that echoed other sources. Neither Christopher Rufo, the activist who first raised allegations against Gay, nor Business Insider disclosed what software they used to identify the problematic text.
Turnitin programs were used to discover that parts of Melania Trump’s 2016 speech at the Republican National Convention matched Michelle Obama’s 2008 remarks to the Democratic National Convention, Caren said.
The CEO said he also believes that the company’s software was used to determine that Germany’s former defense minister, Karl-Theodor zu Guttenberg, had plagiarized in his doctoral dissertation, a massive political scandal in that country that led to the star politician’s downfall in 2011.
Though Feedback Studio is only available to institutions, iThenticate can be licensed by anyone. The program digests the text of a book, research paper or article in minutes and returns a detailed report that flags the percentage of phrases and passages in the document that match those published online and in Turnitin’s database of academic journals.
The report has to be checked by a human to weed out legitimate uses of quoted material. Though the process is time-consuming, it’s much faster than an equally thorough review would have taken in a predigital age. “It’s easier to search for plagiarism than ever before,” said Jonathan Bailey, a copyright and plagiarism consultant in New Orleans. “The easier something is to do, the more people are likely to do it.”
It’s easier to search for plagiarism than ever before. The easier something is to do, the more people are likely to do it.
— Jonathan Bailey, copyright and plagiarism consultant
The idea of using plagiarism accusations as a means to discredit rivals was around long before the invention of plagiarism-checking software, said Sam Bruton, director of the Office of Research Integrity at the University of Southern Mississippi. “People have always had the ability to raise allegations of scholarly integrity for ulterior motives, be those motives personal (grudges, resentments), political or something different,” Bruton wrote in an email.
He challenged the idea that the spread of the software is primarily responsible for an increase in plagiarism accusations, attributing it instead “to the hyper-politicization that has engulfed so many American institutions.”
But many educators and academics who use such programs in their daily work said that seeing them employed for political ends has been disheartening.
The technology is designed to support instructors and help enforce proper citation guidelines, said Moriarty, who teaches other professors how to use such tools.
“People in the academic integrity field often don’t like it or appreciate it or think it’s appropriate to use academic integrity software as a means to punish for punishment’s sake,” Moriarty said. Plagiarism-detection software can’t determine how or why language similar to other sources appeared in an author’s work, whether the issue violates an institution’s code of ethics or what the consequences of such an infraction should be.
For now, at least, only humans can do that.
“Human expertise is essential to maintaining the integrity of scholarly and academic work,” said Greer Murphy, director of academic honesty at University of Rochester’s College of Arts, Sciences and Engineering in New York. “But such has always been true — the sophistication of modern technology hasn’t changed things.”
Science
What’s in a Name? For These Snails, Legal Protection
The sun had barely risen over the Pacific Ocean when a small motorboat carrying a team of Indigenous artisans and Mexican biologists dropped anchor in a rocky cove near Bahías de Huatulco.
Mauro Habacuc Avendaño Luis, one of the craftsmen, was the first to wade to shore. With an agility belying his age, he struck out over the boulders exposed by low tide. Crouching on a slippery ledge pounded by surf, he reached inside a crevice between two rocks. There, lodged among the urchins, was a snail with a knobby gray shell the size of a walnut. The sight might not dazzle tourists who travel here to see humpback whales, but for Mr. Avendaño, 85, these drab little mollusks represent a way of life.
Marine snails in the genus Plicopurpura are sacred to the Mixtec people of Pinotepa de Don Luis, a small town in southwestern Oaxaca. Men like Mr. Avendaño have been sustainably “milking” them for radiant purple dye for at least 1,500 years. The color suffuses Mixtec textiles and spiritual beliefs. Called tixinda, it symbolizes fertility and death, as well as mythic ties between lunar cycles, women and the sea.
The future of these traditions — and the fate of the snails — are uncertain. The mollusks are subject to intense poaching pressure despite federal protections intended to protect them. Fishermen break them (and the other mollusks they eat) open and sell the meat to local restaurants. Tourists who comb the beaches pluck snails off the rocks and toss them aside.
A severe earthquake in 2020 thrust formerly submerged parts of their habitat above sea level, fatally tossing other mollusks in the snail’s food web to the air, and making once inaccessible places more available to poachers.
Decades ago, dense clusters of snails the size of doorknobs were easy to find, according to Mr. Avendaño. “Full of snails,” he said, sweeping a calloused, violet-stained hand across the coves. Now, most of the snails he finds are small, just over an inch, and yield only a few milliliters of dye.
Science
Video: This Parrot Has No Beak, But Is at the Top of the Pecking Order
new video loaded: This Parrot Has No Beak, But Is at the Top of the Pecking Order
By Meg Felling and Carl Zimmer
April 20, 2026
Science
Contributor: Focus on the real causes of the shortage in hormone treatments
For months now, menopausal women across the U.S. have been unable to fill prescriptions for the estradiol patch, a long-established and safe hormone treatment. The news media has whipped up a frenzy over this scarcity, warning of a long-lasting nationwide shortage. The problem is real — but the explanations in the media coverage miss the mark. Real solutions depend on an accurate understanding of the causes.
Reporters, pharmaceutical companies and even some doctors have blamed women for causing the shortage, saying they were inspired by a “menopause moment” that has driven unprecedented demand. Such framing does a dangerous disservice to essential health advocacy.
In this narrative, there has been unprecedented demand, and it is explained in part by the Food and Drug Administration’s recent removal of the “black-box warning” from estradiol patches’ packaging. That inaccurate (and, quite frankly, terrifying) label had been required since a 2002 announcement overstated the link between certain menopause hormone treatments and breast cancer. Right-sizing and rewording the warning was long overdue. But the trouble with this narrative is that even after the black-box warning was removed, there has not been unprecedented demand.
Around 40% of menopausal women were prescribed hormone treatments in some form before the 2002 announcement. Use plummeted in its aftermath, dipping to less than 5% in 2020 and just 1.8% in 2024. According to the most recent data, the number has now settled back at the 5% mark. Unprecedented? Hardly. Modest at best.
Nor is estradiol a new or complex drug; the patch formulation has existed for decades, and generic versions are widely manufactured. There is no exotic ingredient, no rare supply chain dependency, no fluke that explains why women are suddenly being told their pharmacy is out of stock month after month.
The story is far more an indictment of the broken insurance industry: market concentration, perverse incentives and the consequences of allowing insurance companies to own the pharmacy benefit managers that effectively control drug access for the majority of users. Three companies — CVS Caremark, Express Scripts and OptumRx — manage 79% of all prescription drug claims in the United States. Those companies are wholly owned subsidiaries of three insurance behemoths: CVS Health, Cigna and UnitedHealth Group, respectively. This means that the same corporation that sells you your insurance plan also decides which drugs get covered, at what price, and whether your pharmacy can stock them. This is called vertical integration. In another era, we might have called it a cartel. The resulting problems are not unique to hormone treatments; they have affected widely used medications including blood thinners, inhalers and antibiotics. When a low-cost generic such as estradiol — a medication with no blockbuster profit margins and no patent protection — runs into friction in this system, the friction is not random. It is structural. Every decision in that chain is filtered through the same corporate profit motive. And when the drug in question is an off-patent estradiol patch that has negligible profit margins because of generic competition but requires logistical investment to keep consistently in stock? The math on “how much does this company care about ensuring access” is not complicated.
Unfortunately, there is little financial incentive to ensure smooth, consistent access. There is, however, significant financial incentive to steer patients toward branded alternatives, or simply to let supply tighten — because the companies aren’t losing much profit if sales of that product dwindle. This is not a conspiracy theory: The Federal Trade Commission noted this dynamic in a report that documented how pharmacy benefit managers’ practices inflate costs, reduce competition and harm patient access, particularly for independent pharmacies and for generic drugs.
Any claim that the estradiol patch shortage is meaningfully caused by more women now demanding hormone treatments is a distraction. It is also misogyny, pure and simple, to imply that the solution to the shortage is for women’s health advocates to dial it down and for women to temper their expectations. The scarcity of estradiol patches is the outcome of a broken system refusing to provide adequate supply.
Meanwhile, there are a few strategies to cope.
- Ask your prescriber about alternatives. Estradiol is available in multiple formulations, including gel, spray, cream, oral tablet, vaginal ring and weekly transdermal patch, which is a different product from the twice-weekly patch and may be more consistently available depending on manufacturer and region.
- Consider an online pharmacy. Many are doing a good job locating and filling these prescriptions from outside the pharmacy benefit manager system.
- Call ahead. Patch shortages are inconsistent across regions and distributors. A call to pharmacies in your area, or a broader geographic radius if you’re able, can locate stock that your regular pharmacy doesn’t have.
- Consider a compounding pharmacy. These sources can sometimes meet needs when commercially manufactured products are inaccessible. The hormones used are the same FDA-regulated bulk ingredients.
Beyond those Band-Aid solutions, more Americans need to fight for systemic change. The FTC report exists because Congress asked for it and committed to legislation that will address at least some of the problems. The FDA took action to change the labeling on estrogen in the face of citizen and medical experts’ pressure; it should do more now to demand transparency from patch manufacturers.
Most importantly, it is on all of us to call out the cracks in the current system. Instead of repeating “there’s a patch shortage” or a “surge in demand,” say that a shockingly small minority of menopausal women still even get hormonal treatments prescribed at all, and three drug companies control the vast majority of claims in this country. Those are the real problems that need real solutions.
Jennifer Weiss-Wolf, the executive director of the Birnbaum Women’s Leadership Center at New York University School of Law, is the author of the forthcoming book “When in Menopause: A User’s Manual & Citizen’s Guide.” Suzanne Gilberg, an obstetrician and gynecologist in Los Angeles, is the author of “Menopause Bootcamp.”
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