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AI’s abortion misinformation problem

19 August 2026 at 18:00

Chatbots like ChatGPT and Claude are quickly changing the healthcare landscape. An estimated one in seven people have used AI for a health-related question instead of seeing a general practitioner. One in ten people have used AI for mental health support. Within the Venn diagram of people using AI for health-related information lies a cohort for whom access to accurate information is of the utmost importance: those seeking information on abortion care. In an era when the internet is already rife with abortion-related misinformation, LLMs entering the chat have complicated the landscape — and abortion rights advocates are fighting back.

“Unfortunately, we live in a world where it feels like some days you need a law degree to even understand abortion policy and legality on any given day,” Kelly Baden, Guttmacher Institute’s vice president of policy and communications, told Salon. “And the presence of AI has complicated that even further.”

On June 24, 2022, the SCOTUS ruling in Dobbs v. Jackson Women’s Health Organization — a case that challenged a Mississippi ban on abortion at 15 weeks of pregnancy — overturned Roe v. Wade, which effectively ended the federal constitutional right to choose to have an abortion in the United States. As a result, many states enacted so-called “trigger bans.” Since then, it’s already been difficult for people searching for information on abortion care as they’ve had to wade through misinformation and anti-abortion propaganda online. Today, organizations with dedicated staff and resources to share accurate information are feeling the effects of AI’s presence. Baden said, for example, that Guttmacher Institute has an interactive abortion policy map, which is a popular resource for people to understand the laws in all 50 states. Now, with AI summaries and LLMs, Baden and her colleagues have to be creative with how they write updates to this map to ensure LLMs aggregate the information accurately.

In an era when the internet is already rife with abortion-related misinformation, LLMs entering the chat have complicated the landscape.

“Our job now is to also think about how the information that we share is getting translated by other tools that didn’t exist, or weren’t on our radar, a few years ago,” Baden told Salon. “And now, these tools are a big part of how people understand their rights and their ability to get abortion care.”

While published data on how many people are using AI to access abortion-related information falls short, many organizations are seeing referral traffic from AI. Amy Merrill, co-founder of Plan C Pills, told Salon her organization — which provides resources for self-managed, at-home abortions with pills— has seen spikes of traffic from ChatGPT to her website. Rebecca Nall, founder of I Need an A, which is a free website that helps people find abortion providers, telehealth services, financial support and travel information, said they’ve also seen referral traffic from ChatGPT.

“We see in our data the referrals from AI assistants,” Nall said. “Referrals have been increasing over the last two years pretty significantly.”


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The mirage of privacy and convenience could be causing more people to turn to AI for health-related information. However, when it comes to abortion care, there are concerns about AI’s ability to provide unbiased, accurate information. 

“It feels like you’re dialoguing with your healthcare provider,” Merrill said. “Whereas you’re actually just talking to a tech company and giving them all your personal data, and that’s a real concern within the movement.”

In July, Open Democracy’s team of international investigative journalists found that AI chatbots were “nudging” pregnant women to anti-abortion resources. In 2025, a team of healthcare providers and researchers concluded that only 65% of ChatGPT-3.5’s responses to abortion questions were “acceptable.” A separate 2024 study found that ChatGPT was actively spreading misinformation about self-managed medication abortions. “The chatbot’s tendency to perpetuate health misinformation and associated stigma regarding self-managed medication abortions poses a threat to public health and reproductive autonomy,” the researchers wrote. This can have real-world impacts on patient care. 

The mirage of privacy and convenience could be causing more people to turn to AI for health-related information. However, when it comes to abortion care, there are concerns about AI’s ability to provide unbiased, accurate information. 

“Any day that you are delayed in getting the care that you need because you might have gotten confusing information, conflicting information, or wrong information potentially puts you out of reach of getting the care that you need,” Baden said. She gave an example of someone living in Louisiana, a state that prohibits in-person abortion care at all stages of pregnancy without exceptions. However, that person can still seek abortion care in Florida or Georgia before six weeks of pregnancy. “If you, for some reason, got misleading information or wrong information because of an AI model, and miss that cutoff, then you are that much farther away geographically and financially from getting an abortion that you need after six weeks.”

Nall, from I Need an A, said one of the biggest pieces of misinformation that they see come from AI is a lack of a comprehensive overview of a person’s options. While some states like Louisiana have highly restrictive laws, people can still choose to self-manage an abortion at home by receiving medication abortion pills in the mail. Abortion pills being shipped to states with bans are becoming more common. For example, in Missouri — where abortion access is highly restrictive with limited exceptions for medical emergencies— the number of medication abortions has quadrupled since 2023. “Many people are getting pills by mail in every single state,” Nall said. Nall added that they’ve seen LLMs recommend crisis pregnancy centers in restricted states as well. 

The good news is that AI is currently influenced by SEO strategies. “We have been changing our language and encouraging other reproductive activists to change language on their websites,” Nall said. Advocates encourage media outlets reporting on abortion restrictions to keep in mind how their articles will affect how LLMs aggregate abortion-related information as well. Specifically, the use of the word “ban.”

“We’ve been talking about this with colleagues and journalists, but when the words ‘abortion ban’ are used, like ‘abortion is banned in Texas,’ some AI tools will interpret that to mean that there is no abortion available in any form, and factually, that’s just incorrect,” Merrill told Salon. “There’s a risk of oversimplifying, and that’s what we saw happening with the word ‘abortion ban.’”

Merrill emphasized it’s important to communicate that “in-person care is restricted,” but that people are still accessing pills by mail. When it comes to navigating the abortion landscape in the U.S. in the age of AI, she recommends website directories like PlanCPills.org, INeedAnA.com, or the Repro Legal Helpline if someone wants to talk to a human.

Nall said while she is hesitant to use the word “optimistic,” she has been seeing improvements in AI’s answers since they’ve been doubling down on their efforts to influence LLMs. However, Nall said, she wouldn’t recommend AI as a go-to source. “I highly recommend skipping Google, skipping ChatGPT, and going straight to INeedAnA.com.”

The post AI’s abortion misinformation problem appeared first on Salon.com.

Rising US life expectancy isn’t what it seems

11 August 2026 at 12:30

There’s some good news for American lifespans: In July, preliminary CDC data suggested that life expectancy in the U.S. is on track to reach a record high while death rates hit a historic low. 

According to the report, there were about 689 deaths for every 100,000 people in 2025 — the lowest rate recorded since mortality rate tracking began. The news comes at a time when the buzzword “longevity” has become synonymous with wellness, and as the U.S. centenarian population is expected to explode over the next few decades. At first glance, this news might sound encouraging after years of headlines highlighting the reverse trend, that life expectancy was falling. But public health experts who have been studying mortality rates over the last couple of decades aren’t exactly optimistic this trend reflects any positive health advancements in American public health — or that these numbers can be sustained.

“This is welcome news, but should be taken with a grain of salt,” Steven Woolf, a physician and a professor of family medicine at Virginia Commonwealth University, told Salon. One reason, Woolf pointed out, is that the current estimates are only “slightly better” than in 2019, when there were an estimated 715.2 deaths per 100,000 people. “Although this signals that the U.S. has rebounded from the devastating losses that occurred during the pandemic, returning to 2019 conditions hardly puts us out of the woods.” 

Death rates, particularly among young Americans, remain high. According to research published earlier this year, “excess deaths” have surged among people between the ages of 25 and 44 when compared to mortality trends of young people from the early 2000s. The overall death rate of children has increased, too. “This means that children in the U.S. today are less likely to survive to adulthood and young adults are less likely to reach middle age than in prior years,” Woolf said.

A third reason for tempering our enthusiasm about the data is that U.S. life expectancy remains far below that of other high-income countries. 

“It does not surprise me that we’re starting to see some improvements … But we’re surely still falling short of other Western democracies.”

“Yes, we have rebounded from the pandemic, but other countries rebounded earlier and have since achieved greater gains in life expectancy,” Woolf said. “Even before the pandemic, more than 60 countries had achieved higher life expectancy than the United States.”

A recently published study in JAMA Health Forum found that 46 percent of all U.S. deaths among people under the age of 65 would not have occurred if the U.S. had the age-specific death rates of its peer countries. That means that one out of every two U.S. deaths under 65 is likely avoidable. One of the study’s co-authors, Dr. Jacob Bor, called the lack of willingness to address this issue “a national scandal.”

Life expectancy is an estimate of the average number of years a person might live based on a country’s mortality rates. As it stands, the 2025 life expectancy calculation wasn’t included in the report since it’s still technically provisional data. But in 2024, life expectancy at birth in the U.S. was 79.0 years — a historic high, compared to 78.4 years in 2023. But compared to other Western democracies, as researchers have emphasized, there’s room to catch up. For example, in Italy, life expectancy at birth has increased from 79.6 in 2000 to 83.4 years in 2019. In Switzerland, life expectancy has increased from the late ‘70s in the mid-2000s to an average of 84.3 years today.


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“It does not surprise me that we’re starting to see some improvements,” Marc Cohen, co-director of the LeadingAge LTSS Center at UMass Boston, told Salon. “But we’re surely still falling short of other Western democracies.”

Cohen said one notable difference between the U.S. and how Western European countries approach health and wellness is how governments spend their money. The United States spends much more on actual medical care, Cohen said, in terms of curing illnesses — but much less on preventative care. 

“The Europeans end up spending more on social care and less on medical care,” he said. Many social determinants of health influence longevity, he added, such as access to food, housing, and transportation. In Western European countries, those services are frequently part of the social safety net. “So they don’t need to spend as much on curing illness; they spend a lot more on getting services in place to prevent illness,” he said. The United States, he said, is the exact opposite. 

Another reason, Cohen said, the U.S. has a lower life expectancy is because of access to health insurance. “When people have access to medical care through insurance, they tend to undertake activities that can help longevity, like better preventive care, better management of chronic and disabling conditions,” Cohen said. He added that due to recent Medicaid cuts, which is the primary health insurance program for low-income Americans, he’s concerned life expectancy rates will decline again in the future. “Once all of these cuts kick in, you’ll see a turnaround going in the wrong direction again, even if everything else stays the same, and that is the only major change; you will see declines.” 

That’s in part because there is a strong correlation between wealth and longevity in America. 

“It has always been the case that the poor, on average, live shorter lives than the rich, but the gap has widened over time,” Woolf said. “Income inequality and the wealth divide in America have widened dramatically, and so has the gap in longevity and health between rich and poor.”

One of the most stark examples is longevity entrepreneur Bryan Johnson, a tech millionaire who has reportedly spent $2 million per year trying to reverse aging. Johnson recently made headlines announcing he was diagnosed with autoimmune gastritis. While the disease itself isn’t fatal, as STAT News reported, it is linked to an increased risk of stomach cancer.

“For proof that better health is possible, look to the 60 countries that are outperforming the United States; they have shown that a better way exists to protect the health of their populations,” Woolf said. “The problem in the United States is not a lack of solutions but a lack of political will.”

One recent report estimated that working-class Americans can expect to die seven years earlier than wealthy ones. In an era of pay-to-access wellness, it checks out. A 2022 report by the Global Wellness Institute found that greater consumer spending on wellness is associated with a slight increase in life expectancy. Still, wealth doesn’t always guarantee a longer life.

“Rich Americans die earlier than rich people in other countries, because systemic problems affecting the health of Americans affect us all,” Woolf said. “Your bank account can’t protect you if you are breathing polluted air or rely on a dysfunctional health care system.” 

The post Rising US life expectancy isn’t what it seems appeared first on Salon.com.

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