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AI truck system matches top human drivers in massive safety showdown with perfect scores

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AI truck system matches top human drivers in massive safety showdown with perfect scores

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A new safety evaluation shows the Kodiak Driver, an autonomous system from Kodiak AI, tied for the top safety score among more than 1,000 commercial fleets run by human drivers. The evaluation came from Nauto, Inc., creator of the Visually Enhanced Risk Assessment, or VERA Score. This system uses AI to measure fleet safety on a scale of 1 to 100.

The Kodiak Driver earned a remarkable score of 98. That result placed it beside the safest human fleets in Nauto’s global network. The findings sparked discussion across the trucking industry and raised new questions about the role of automation in freight transport.

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WILL AUTONOMOUS TRUCKS REPLACE DRIVERS BY 2027?

The Kodiak Driver, an autonomous trucking system powered by AI, earned a top VERA Score of 98 in a new safety evaluation. (Kodiak)

Kodiak Driver’s autonomous truck safety evaluation results

Kodiak’s VERA Score of 98 matched the highest rating among all fleets evaluated. Fleets with Nauto’s safety technology average a score of 78, while those without the technology average only 63.

The Kodiak Driver achieved perfect scores of 100 in inattentive driving, high-risk driving and traffic violations. Its lowest score, 95, came in aggressive driving. The VERA Score combines over 20 vision-based AI variables into one clear safety rating.

Nauto found that every 10-point increase in VERA Score cuts collision risk by about 21%. A near-perfect score like Kodiak’s represents a strong improvement over typical human performance on the road.

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The strong results didn’t come as a surprise to Kodiak’s leadership. Don Burnette, founder and CEO of Kodiak, told CyberGuy: “Achieving the top safety score among more than 1,000 commercial fleets in Nauto’s Visually Enhanced Risk Assessment (VERA Score®) proprietary safety benchmark is a testament to the Kodiak’s focus on safety. Safety is at the foundation of everything Kodiak builds. Our core value is ‘safety first and always.’ We believe independent safety evaluations like Nauto’s help to validate what we already know: the Kodiak Driver is already among the safest drivers on American highways. They also help to establish and build public awareness around how safe our technology truly is.”

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The growing impact of AI on truck driving safety

Nauto equipped the trucks with advanced monitoring and hazard detection systems. These tools track both the driving environment and vehicle behavior in real time. Removing human factors such as distraction, fatigue and delayed reaction directly improves safety.

Burnette said in a company statement that the system “is never drowsy, never drunk, and always paying attention.” That constant awareness allows the Kodiak Driver to operate defensively and predictably, two traits linked to safe driving.

The VERA Score also gives fleets a consistent way to measure safety. Companies can now shift from reacting to crashes to preventing them.

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Federal Motor Carrier Safety Administration data support the trend. U.S. commercial truck crashes dropped from more than 124,000 in 2024 to roughly 104,000 this year. Fewer crashes mean fewer fatalities and safer highways overall.

Kodiak’s self-driving trucks combine AI vision and real-time data to reduce risky behavior and improve on-road performance. (Kodiak)

THE ROAD TO PROSPERITY WILL BE PAVED BY AUTONOMOUS TRUCKING

Concerns about autonomous truck safety

Not everyone is ready to hand over the wheel to artificial intelligence. Some industry experts point out that while systems like the Kodiak Driver perform well in controlled evaluations, real-world roads can still pose unpredictable challenges. Weather, human drivers and mechanical issues remain complex variables for autonomous systems to manage.

Others worry about the impact on jobs. As AI takes on more driving responsibilities, professional drivers wonder what the shift will mean for employment and pay across the trucking industry.

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Safety advocates also call for clearer regulations and public transparency.

Even supporters of the technology agree that continued oversight, testing and gradual rollout are essential. Progress is promising, but trust takes time.

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What this means for you

If you work in logistics, fleet management or transportation tech, this news hits close to home. The Kodiak Driver’s near-perfect score proves that autonomous systems aren’t just catching up to human drivers; they’re starting to edge ahead in safety.

Businesses could see big gains. AI-powered safety tools help cut liability, lower costs and keep fleets running smoothly. The technology doesn’t need rest breaks or reminders to stay focused, which makes every mile more efficient.

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Regulators are also paying attention. Verified data like this builds trust and clears the way for safer, wider use of autonomous trucks. It’s proof that technology can deliver real-world safety, not just promise it.

Drivers on everyday roads benefit too. Fewer crashes mean safer highways and more reliable deliveries. When trucks drive smarter, everyone shares the reward. Human drivers aren’t going anywhere soon, but AI is quickly becoming their most reliable partner. It helps prevent fatigue, distraction and those risky split-second decisions that lead to trouble.

AI-driven fleets are proving that technology and human expertise can work together to make highways safer for everyone. (PlusAI)

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Kurt’s key takeaways

This study marks a major step in redefining what safe driving means. An autonomous system equaling the best human fleets signals that automation is moving from theory to reality. Still, the shift raises questions. How soon will public trust catch up with technology? Can regulations evolve fast enough to support widespread adoption? Will drivers adapt to sharing the road with machines that never tire or lose focus? What remains certain is that safety innovation is transforming transportation. Autonomous systems like the Kodiak Driver are proving that technology and safety can move forward together.

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So here’s something to think about: If AI-driven trucks already match the safest human fleets, are we ready to let them take the wheel on our highways? Let us know by writing to us at Cyberguy.com.

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DJI will pay $30K to the man who accidentally hacked 7,000 Romo robovacs

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DJI will pay K to the man who accidentally hacked 7,000 Romo robovacs

On Valentine’s Day, I brought you a story that’s since made headlines all around the world: How one man, just trying to steer his DJI robot vacuum with a PlayStation gamepad, discovered an entire network of 7,000 remote-control DJI robots ready to let him peek into other people’s homes.

To be clear, DJI had already begun addressing some of the related vulnerabilities before the man, Sammy Azdoufal, showed The Verge just how much he could access. But it wasn’t clear whether DJI would pay him for his discovery, particularly after how it treated security researcher Kevin Finisterre back in 2017 — or how soon DJI might fully patch the additional vulnerabilities that Azdoufal discovered.

Today, we have some of the answers.

DJI will pay Azdoufal $30,000 for one single discovery, according to an email he shared with The Verge, without specifying which discovery it’s paying him for. Though DJI is not naming Azdoufal, it confirms to The Verge it has “rewarded” an unnamed security researcher for their work.

DJI would also not tell us which discovery it’s paying him for, but says it has already addressed the extra vulnerability Azdoufal found where someone can view a DJI Romo video stream without needing a security pin. “We can confirm that the PIN code security observation was addressed by late February,” reads a statement provided by DJI spokesperson Daisy Kong.

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You might be wondering: What about the vulnerability that seemed so bad we refused to describe it in our original story? DJI tells me it’s working on that one too: “We have also started upgrading the entire system. This includes a series of updates, which we anticipate will be fully implemented within one month.”

DJI has also published a public blog post today about strengthening the DJI Romo’s security, one where it continues to claim that it discovered the original issue itself, while also crediting “two independent security researchers” for finding the same problem.

There, DJI seems to be suggesting that everything’s already resolved with the Romo: “Updates have been deployed to fully resolve the issue.” But again, there wasn’t just one vulnerability, and DJI told The Verge that it could take as long as another month.

In the blog post, DJI also says that the Romo already has ETSI, EU, and UL certifications for security — which may raise questions about how useful those certifications really are if one guy with Claude Code could access an entire network full of robovacs! — and that it will continue to test, patch, and submit the Romo and its app to independent third-party security audits.

DJI writes that it is “committed to deepening our engagement with the security research community, and we will soon introduce new ways for researchers to partner and collaborate with us.”

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Fox News AI Newsletter: Pentagon’s AI battle

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Fox News AI Newsletter: Pentagon’s AI battle

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Welcome to Fox News’ Artificial Intelligence newsletter with the latest AI technology advancements.

IN TODAY’S NEWSLETTER:

– Pentagon’s AI battle will help decide who controls our most powerful military tech
– AI T-shirt could detect hidden heart risks
– OPINION: MARGARET SPELLINGS: AI is here — and America’s schools aren’t preparing our kids to survive it

DIGITAL BATTLEFIELD: I spent decades inside the Pentagon watching technology reshape warfare. I saw precision munitions change the battlefield. I watched satellites compress decision cycles. But nothing compares to what is happening now, Lt. Col. Robert Maginnis, (ret.) writes.

Defense Secretary Pete Hegseth stands outside the Pentagon during a ceremony welcoming Japan’s defense minister in Washington, Jan. 15, 2026. (AP Photo/Kevin Wolf, File)

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LIFESAVING FASHION: Your next heart test might not happen in a hospital. It could start with something you pull from your dresser. Researchers at Imperial College London are developing an artificial intelligence (AI)-powered T-shirt that monitors the heart for days at a time. The mission is straightforward: detect inherited heart rhythm disorders that often remain hidden until it is too late.

OPINION: Hardly a day passes without a new headline about the potential for artificial intelligence to dramatically change the workforce and the economy. The pace of change is staggering, and the truth is, no one can say with certainty where this technology will lead or which jobs it will ultimately transform. But here’s what we do know: change is accelerating rapidly. And America’s education and workforce systems aren’t ready, Margaret Spellings writes.

OPINION: History teaches a simple lesson: the nation that sets the standards sets the future. In the 20th century, America wrote the rulebook for aviation, computing and finance. In the 21st, the decisive battleground is artificial intelligence. And make no mistake — Beijing intends to write the rules, Steve Forbes writes.

TRUTH WAR: Scroll your social media feed for five minutes. You will likely see something that looks real but feels slightly off. Now Microsoft says it has a technical blueprint to help verify where online content comes from and whether it has been altered.

Social media feeds often feature images, videos or audio clips that appear authentic at first glance but are altered or generated using artificial intelligence, raising concerns about misinformation and digital manipulation. (Photo by Jakub Porzycki/NurPhoto via Getty Images)

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CONSUMERS PROTECTED: Tech giants have backed a pledge from President Donald Trump to pay more for electricity to run resource-hungry AI data centers ahead of its signing on Wednesday. Google, Microsoft, Meta, Oracle, xAI, OpenAI and Amazon will join Trump at the White House to sign the Ratepayer Protection Pledge, an agreement to ensure expenses for the infrastructure and power delivery for the data centers are not passed on to the public, according to a White House official.

TRUTH TEST: Creators who post artificial intelligence-generated videos of armed conflicts without clear disclosure will be penalized under new X policies aimed at preventing manipulation and misinformation.

CHATBOT BATTLE: X’s artificial intelligence chatbot Grok has begun rolling out its first beta version of Grok 4.20, which Elon Musk and X say will provide not only better performance and new features but also the least “politically correct” platform in terms of liberal bias. 

GRID WIN: When you open a chatbot, stream a show or back up photos to the cloud, you are tapping into a vast network of data centers. These facilities power artificial intelligence, search engines and online services we use every day. Now there is a growing debate over who should pay for the electricity those data centers consume.

Elon Musk speaks at the Viva Technology conference focused on innovation and startups at the Porte de Versailles exhibition center in Paris on June 16, 2023. (Chesnot/Getty Images)

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Trump’s surgeon general nominee is running the wellness grifter playbook perfectly

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Trump’s surgeon general nominee is running the wellness grifter playbook perfectly

This is Optimizer, a weekly newsletter sent every Friday from Verge senior reviewer Victoria Song that dissects and discusses the latest gizmos and potions that swear they’re going to change your life. We’ll be taking a break next week and will back March 20th. Opt in for Optimizer here.

On the surface, the wellness to MAHA pipeline can appear baffling. How does one get from wanting to be healthy to eschewing vaccines, drinking raw milk, and opting for beef tallow over sunscreen? The simple answer would be: widespread misinformation on online platforms, particularly from influencers.

I’d argue the real answer is slightly more nuanced — and something that I’ve been ruminating over since last week’s confirmation hearing for Casey Means.

Means is President Trump’s controversial nominee for surgeon general, a role often described as the “nation’s doctor.” It entails being America’s foremost spokesperson on public health, as well as educating the public using the best scientific information available. You’re probably most familiar with the surgeon general’s warning on cigarette packs and alcohol labels.

Some of the backlash is because Means currently doesn’t hold an active medical license, is not currently practicing, and never finished her surgical residency — all of which are generally considered prerequisites for the post. She’s primarily known for being a wellness influencer with, as many of her detractors point out, dubious beliefs and inconsistent record of disclosing financial relationships with brands. For example, Trump’s former Surgeon General Jerome Adams has penned an opinion piece directly criticizing her stance on vaccines and history as a tech entrepreneur who recommends supplements. As the cofounder of Levels, a continuous glucose monitor (CGM) startup that’s aimed toward non-diabetics, Means has frequently used her platform to promote CGM use. That’s not inherently bad, but there’s a lack of evidence for its use in non-diabetic populations. There’s also no consensus among experts on how to interpret CGM data in non-diabetics. Aside from a lack of qualifications, Means’ influencer background presents several ethical red flags.

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Means tempered her beliefs during her confirmation hearing, despite having previously challenged vaccines, railed against birth control, and endorsed raw milk. I could probably write a separate Optimizer about each of those stances. But what I want to focus on here is the wellness to MAHA pipeline. Not only is it wildly profitable, but it’s got a very specific playbook.

Step one: establish credibility with selective science

If there’s one thing wellness influencers do well, it’s mixing actual science-based facts with emotional truths to lead their audience to potentially misleading conclusions. This is the most important part of any wellness influencer’s game.

Take Means’ book Good Energy, a New York Times bestseller cowritten with her brother Calley Means. The latter is a key figure in the MAHA movement, and serves as a senior adviser to RFK Jr. The book’s primary thesis is that metabolic dysfunction is at the root of every ailment you can think of, from acne to cancer. The front half of the book cites many true things about metabolism. For example, it goes into how mitochondria — the ol’ “powerhouse of the cell” — turns nutrients into cellular energy. She explains in digestible terms how mitochondria produce ATP, what ATP is used for in various bodily processes, and then goes into how certain factors of modern life may lead to “mitochondrial dysfunction.” She also goes into concepts like insulin resistance — when your body, over time, gets less responsive to the hormone leading to a less efficient use of blood sugar — and how it is heavily tied to conditions like diabetes, obesity, cardiovascular disease, and non-alcoholic fatty liver disease. If you remember high school biology, or even searched these basic claims on Google, much of the information passes the smell check.

Good Energy is full of basic health facts placed next to less proven theories. Sen. Susan Collins questioned Means on passages in the book relating to psychedelic use during her confirmation hearing.
Getty Images
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Throughout the book, Means also dispenses some solid, common-sense health advice. Things like sleeping eight hours a day, exercising, and opting for whole, unprocessed foods whenever possible. At the end of each chapter, Means includes a link to her references. Combined with Casey Means’ background as a graduate from Stanford School of Medicine, this can easily give the impression of a well-researched book by an expert with ample scientific backing.

The problem is those facts are interspersed with less convincing assertions, which all get tied together in service of questionable or misleading conclusions. For example, the book’s premise is that metabolic issues are often the culprit behind many ailments. That means, so long as you practice “good energy” habits that keep your mitochondria functioning, you can prevent cancer and a long list of other illnesses. The reality is scientists find combating mitochondrial dysfunction extremely challenging.

Here’s another example: erectile dysfunction. According to Means, erectile dysfunction is “generally rooted in metabolic disease, with reduced blood flow to the capillaries and nerves of the penis being a key factor, driven by the impact of insulin resistance on forming arterial blockages (called atherosclerosis) and blood vessel dilation.” She quotes another doctor, Sara Gottfried, as saying that erectile dysfunction is a “neon sign” for metabolic disorders. In the scientific references for the chapter, Means quotes her own blog for Levels on the subject as well as some other studies supporting some of the claims.

It is true that metabolic issues can lead to erectile dysfunction. But there are many other causes too. Many a standup comedian has opined about how performance anxiety, stress, or even too much alcohol can impact sexual performance on a given night. Certain medications or conditions like Parkinson’s disease can also contribute to it. Meanwhile, Gottfried is another doctor/wellness influencer who practices functional medicine like Means. Functional medicine is a controversial healthcare approach that attempts to take a holistic look at treatment, focusing on the root cause of a health problem instead of managing symptoms. There’s nothing inherently wrong with that, and some medical institutions like Cleveland Clinic have come to embrace it in recent years. But its critics have accused functional medicine of being a thinly disguised type of alternative medicine that depends on unnecessary blood testing, restrictive diets, and a ton of expensive supplements.

Excerpt from Good Energy reading: “My mom’s doctor insisted on a cesarean birth due to my size. But because I didn’t pass through her vaginal canal, I didn’t ingest the organisms from her microbiome that would have helped seed mine. Breastfeeding is more challenging for mothers after c-section and my mother couldn’t breastfeed. she was also told not to lift more than ten pounds while her C-section scar healed, and I was nearly”

An excerpt from Good Energy. I was not kidding about the vaginal organisms thing.
Screenshot: Good Energy, Casey Means

This is a lot of nuance that could easily fly over a reader’s head if they’re not familiar with the subjects at hand. There are some scientific truths in the mix, which give credence to other suspicious assertions that Means will make down the line.

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By the end of the book, you might not blink twice that oral antibiotics, birth control, ibuprofen, fluoride toothpaste, scented candles, and perfume are listed as toxins. You might even find yourself at a dinner party, sharing a “factoid” that C-sections are suboptimal for a baby’s gut microbiome, because the infant doesn’t get the chance to ingest the mother’s vaginal organisms. (The truth is more nuanced). Heck, you might just heed Means’ advice and rehome your pet if they keep interrupting your sleep by daring to sleep on the bed. All of that is “bad energy.”

Step two: cast doubt on institutions

In her book and across her platforms, Means has touted the same origin story. After becoming disillusioned with the medical establishment, Means left to find a better way. To tell that story, she uses powerful anecdotes of her mother’s frustrating experience with the traditional medical establishment — as well as her own experiences as a surgical resident.

Means then pairs those emotional stories with other truths. Like the fact that pharmaceutical companies are greedy and do lobby legislators in Washington. Doctors have said they feel pressured to “overtreat” patients due to a number of factors, including financial incentives. From there, she makes the assertion that conventional medicine might be alright for treating acute ailments (e.g., saving your life after a car accident), but you should ignore doctors for chronic illnesses. Chapter three of Means’ book Good Energy is literally titled “Trust yourself, not your doctor.”

This is a potent narrative. Nevermind that Means hedges in her book, saying that she “deeply respects doctors.” The seed of doubt has been planted. It’s not a huge logical leap to This is the secret the establishment is not telling you. Or, You don’t need all those medications because the real profit is in keeping you sick. It’s right there on Means’ website. In a section detailing her controversies, Means asserts that she’s considered controversial because in part “she criticizes ‘sick care’ medicine for profiting from disease management, calls for reform of the Farm Bill, pharmaceutical incentives, food culture, and industrial agriculture.” Here, she’s painted herself as a warrior for health, someone who challenges the status quo because she couldn’t bring herself to participate in the system.

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The Los Angeles Times reported on apparent holes in Means’ origin story, including that her former department chair said she quit her residency because of anxiety, not a disillusionment with the system.

But again, this requires the average person to dig deep on their own. All the influencer has to do is present themselves as a more genuine truthteller, exhort you to “do your own research” from links they provide, and offer up a product that will empower you to “take your health into your own hands” — a narrative RFK Jr. has used as well.

Conveniently, there’s an easy built-in counter for anyone who tries to refute these claims with information from reputable institutions: They are corrupt and lying to you.

Step three: offer ‘simple’ solutions that lead to profit

At this point, Means has established that she does research (even if the conclusions are at times questionable) and has a medical background. She’s consistently messaged that medical institutions aren’t trustworthy. The last step is to tell her audience she has the real answer to why everyone is sick (metabolic dysfunction) and how to fix it (several products).

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As a wellness influencer, Means sells a lot of things. First and foremost, her philosophy of “good energy” and metabolic health, which has spawned a book and newsletter, complete with affiliate links for the “clean” products and supplements she recommends. In one of her “Good Energy” newsletters, Means recommends blood tests from Function Health — a standard part of her methodology — plus supplements like WeNatal and ENERGYBits, a form of spirulina algae and chlorella. (Nevermind that ENERGYBits was eviscerated on both Shark Tank and by the American Council of Science and Health as allegedly citing junk science and misleading product marketing. Studies have also not conclusively found health benefits to spirulina supplements.)

Another screenshot of an excerpt from Good Energy reading: “Depression, anxiety, acne, infertility, insomnia, heart disease, erectile dysfunction, type 2 diabetes, Alzheimer’s disease, cancer, and most other conditions that torture and shorten our lives are actually rooted in the same thing. And the ability to prevent and reverse these conditions—and feel incredibly today—is under your control and simpler than you think.”

And there’s the playbook’s final sales pitch. This passage comes directly from the Good Energy book.
Screenshot: Good Energy, Casey Means

Means has financial relationships with all three brands, including newsletter sponsorships and partnerships fees. It’s expected that influencers are usually selling something, but the problem is there were no disclosures for any of those three brands in that newsletter.

That’s not an outlier either. While reading the Good Energy book, the only brand relationship I saw Means disclose was that she cofounded Levels. Once in the text itself, and once in the acknowledgements. Conversely, she recommended Function Health three times in the book and not once does she disclose that she’s an investor. Other brands she promotes but doesn’t disclose relationships to in the book include, once again, WeNatal and Daily Harvest, a health food delivery service.

Energybits cofounder on SharkTank standing next to a table displaying the supplement.

ENERGYBits, an algae supplement that Means partners with and promotes, was roasted on Shark Tank for misleading marketing.
Michael Desmond/Disney General Entertainment Content via Getty Images

An Associated Press investigation claimed that while Means did disclose newsletter sponsors, she failed to disclose affiliate links in a buying guide on her site. Meanwhile, Public Citizen, a nonprofit consumer advocacy organization, wrote a letter to the FTC calling on the agency to investigate Means for allegedly failing to follow advertising disclosure standards. The nonprofit found that, with regard to affiliate links, Means neglected to disclose financial relationships 56 percent of the time.

The problem with wellness trends

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It’s not guaranteed that Means will become surgeon general, but you can already see the impact of this common influencer playbook shifting public health. This strategy is why gray market peptides are popular. It’s why you see people starting to doubt vaccines and other medical treatments with decades of evidence.

It has an impact on health tech too. It’s why we’re starting to see gadgets that seem to spring directly from wellness trends. Hormone balancing and inflammation are two dubious wellness trends that are likely why I saw so many urine, blood, and saliva testing kits pop up at CES. Metabolism and nutrition are two areas where wearable and fitness tech makers are diving into with AI coaches.

The scariest thing about Casey Means and other wellness influencers is that some of what they say is true. They are rightfully honing in on genuine frustrations people have with our broken healthcare system and the overwhelming amount of contradictory information online. But where science says “the truth is complicated,” wellness influencers propose a simple solution: All you have to do is take out your wallet.

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