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Can Diet and Exercise Prevent Alzheimer’s Disease? What the Research Says

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Tuesday, September 16, 2025

This article is part of “Innovations In: Alzheimer's Disease” an editorially independent special report that was produced with financial support from Eisai.When Juli comes home after work, her husband doesn’t regale her with stories about his photography business the way he once did. Instead he proudly shows her a pill container emptied of the 20 supplements and medications he takes every day. Rather than griping about traffic, he tells her about his walk. When they go out to a favorite Mexican restaurant, he might opt for a side salad instead of tortilla chips with his quesadilla. “He’s actually consuming green food, which is new,” says Juli, who asked to be identified by only her first name to protect her husband’s privacy.Over the past year Juli’s husband has agreed to change his daily habits in hopes of halting the steady progression of Alzheimer’s disease, which he was diagnosed with in December 2023 at age 62. Juli and her husband are both self-employed, and their insurance plans didn’t cover the positron-emission tomography scans for disease tracking that a neurologist prescribed, which would have cost thousands of dollars. So they decided to spend that money on a doctor who promises that diet and lifestyle changes can treat Alzheimer’s. He recommended a keto diet, along with light cardio exercise and strength training. He also prescribed a bevy of supplements, such as creatine, which Juli’s husband takes alongside the memantine and donepezil prescribed by his neurologist. Juli doesn’t expect the diet and daily walks to cure her husband, but she hopes the healthy lifestyle will help manage and even improve his condition. It feels like common sense. “You stop eating fried food, you move your butt, and you feel better,” she says.On supporting science journalismIf you're enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.Increasingly, evidence suggests that addressing health problems such as vision and hearing loss, stress, poor diet, diabetes, obesity, high cholesterol and high blood pressure can help slow or even prevent Alzheimer’s symptoms. It’s a tantalizingly simple solution to a complicated condition that has proved difficult to treat. For families like Juli’s that have been left with a grim diagnosis and few options, lifestyle changes bring a much needed sense of hope and agency. But researchers worry about overpromising on the efficacy of these changes, especially for people already experiencing dementia symptoms. Evidence around the importance of different diets, exercises and activities—when to start them and which to prioritize—is mixed, and only in a few high-quality studies have researchers examined large, diverse groups of people. It’s a promising but nascent field of research, one that scientists worry gives patients dangerous and heartbreaking hope for a cure that doesn’t exist.“There are a lot of claims,” says Miia Kivipelto, a dementia researcher at the Karolinska Institute in Sweden. She worries about expensive but unproven regimens that promise to reverse cognitive decline, restore and protect the brain, or significantly improve cognition for people with early-stage Alzheimer’s or other dementias. “Of course, people want to have hope,” she says. But she cautions against making promises that can’t be upheld. “It’s risk reduction,” she says. “That’s maybe what we can promise.”Kivipelto led the Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability (FINGER), a trial that enrolled more than 1,200 residents of Finland between the ages of 60 and 77. Results were published in 2017. They showed that after two years, participants who were given nutritional advice, exercise regimens and brain-training games had improved their executive function, processing speeds and complex memory by about 83, 150 and 40 percent, respectively, compared with those who didn’t take those measures. Kivipelto has continued to follow that initial FINGER cohort and found that several years after the initial trial, their health in general continues to be better than that of their counterparts. The participants had a lower risk of stroke, had fewer medical emergency room visits and needed less inpatient care. Now Kivipelto is running World Wide FINGERS, a global network of studies investigating the same interventions in different countries and populations.It’s not clear whether these interventions prevent disease onset or simply delay it.Similarly encouraging data have come from the Systematic Multi-Domain Alzheimer Risk Reduction Trial (SMARRT), a two-year randomized, controlled study. Researchers tested the effect of treating modifiable risk factors such as uncontrolled hypertension, social isolation and physical inactivity with more than 170 septuagenarians and octogenarians at high risk for dementia. Participants chose a few interventions to prioritize out of eight options, such as improved physical fitness or social connection. After two years, no matter which intervention people opted for, those who received individualized treatments had reduced risk factors for dementia and a 74 percent greater increase in cognition compared with their counterparts in the control group.It’s not clear whether these interventions prevent disease onset or simply delay it. At a certain point, prevention and treatment become almost the same thing: if people can postpone the onset of symptoms until they’re 85 or 90 years old, Kivipelto says, “they might die of something else.” A report from a commission on dementia from the Lancet Group—which comprises experts who make recommendations on health policy and practice—suggests that addressing a range of these lifestyle-based risk factors could help reduce the global incidence of Alzheimer’s and dementia by 45 percent population-wide. For people with a genetic predisposition to dementia, introducing diet, exercise, and other modifications before symptoms appear might be particularly important for fending off illness.The idea that diet and exercise could curb a disease that currently affects more than 55 million people globally is an exciting prospect. But scientists say the field is simply too young for anyone to make bold assertions that lifestyle interventions could act as treatments or cures. “We don’t have mature information,” says Howard Feldman, a neurologist at the University of California, San Diego.One big caveat is that studies such as SMARRT and FINGER were conducted with people who had mild cognitive decline, not full-blown dementia. “There are people who are really exaggerating some of these claims,” says Kristine Yaffe, a neurologist at the University of California, San Francisco, and the lead author on the SMARRT study. “There’s very little evidence that these [interventions] work when people have the disease.”Also, the list of possible risk factors gets longer as more data emerge. When Kivipelto started FINGER, she didn’t look at elements such as poor sleep and stress. But more evidence suggests that these factors could increase risk for Alzheimer’s. Meanwhile interventions that had shown initial promise, such as the MIND diet—a diet geared toward brain health that combines elements of Mediterranean and hypertension-focused diets—weren’t backed by further research.Answering questions about lifestyle changes—what works, what doesn’t and why—is particularly challenging because these interventions are not as easy to quantify as medications are. When researchers test pharmaceuticals, they’re often investigating how a molecule interacts with a specific receptor. “We’re gonna look at making sure that we’ve got target engagement, that we’ve got the right amount of medicine for the target and that we’re getting the right effects,” Feldman says. Nonmedical interventions don’t work in that way. Take exercise: There’s no particular receptor to examine. Instead exercise might lead to better blood flow in the brain. It might affect cerebral metabolism. It could affect insulin levels or increase oxygen flow. All these factors have been linked to the development of Alzheimer’s in some way.Then there’s the matter of dosage: What is the right amount of exercise? How much should people exert themselves and for how long? And how can researchers assess compliance? When researchers test pills, they can easily dispense medication and count how many pills are left at the end of a trial. It’s much harder to know whether someone in a lifestyle study has done the assigned exercises or whether all participants worked out at the same intensity.Another big unknown is when these interventions should begin. Some research suggests that to reduce risk factors, middle age might be the most impactful time. Kivipelto says that it’s never too late to start but that the most effective interventions may vary with age. Stress and sleep might be bigger risk factors in middle age, whereas social isolation might become more important as people grow older. “You should have a kind of check wherever you are in your life,” she says.Perhaps the biggest limitation, however, is that scientists can’t measure all the biological and environmental systems at play, nor can they follow enough people for a long enough period to understand which systems are most important. One theory suggests that health interventions—such as diet, exercise and social stimulation—work because they boost cognitive reserve, or the ability of a person’s brain to resist dementia. People with more cognitive reserve might not show symptoms even if they have the same pathology as someone else who is symptomatic. Researchers think being active, eating right and socializing might help build up that cognitive-reserve buffer. But they can’t measure it. There is no known biomarker for cognitive reserve and no way to measure its effects over time. “It’s an evolving concept,” Kivipelto says.Even while scientists work on more high-quality studies of lifestyle changes for Alzheimer’s—with large, diverse patient populations, control groups, and careful measurements for the intensity of the intervention—numerous commercial companies claim to offer scientifically backed cures. These products, including the approach Juli and her husband are trying, are often based on research in predatory journals, which charge authors high fees to publish papers that look scientific but have none of the oversight of peer-reviewed publications. Others lack rigorous trials and rely only on case reports that don’t describe study methods and can’t be replicated. Still others haven’t been tested in large groups or in humans at all. For example, small studies have suggested ketosis could help improve cognition, but no large-scale clinical trials have tested the hypothesis. Similarly, creatine supplements have shown promise in mice but have not been tested extensively in humans. No large, high-quality clinical trials have shown that supplements can improve human cognition or brain health, but companies selling these products now represent an industry valued at more than $6 billion globally.Some people spend their life savings to follow a protocol that requires them to remediate mold in their homes, even though the evidence linking mold and dementia is debated. Other families report that sticking to a restrictive diet ultimately feels cruel when a parent or spouse has few pleasures left. Neurologist Joanna Hellmuth, then at the University of California, San Francisco, wrote an article in 2020 in the Lancet Neurology about pseudoscience and dementia, warning that fraudulent solutions can be financially and emotionally harmful for families. “Hope is important in the face of incurable diseases and intuitive interventions can be compelling,” she wrote. “However, unsupported interventions are not medically, ethically, or financially benign, particularly when other parties might stand to gain.”Even under the best of circumstances, changes to diet and exercise cannot ward off Alzheimer’s for everyone. Yaffe has seen patients who play bridge, go running and practice über-healthy lifestyles only to be astonished to learn they also have Alzheimer’s. “There’s something called bad luck, and there’s something called genetics,” she says. Scientists measure the impact of lifestyle modifications in population-wide estimates that don’t translate to individual risk. Diet, exercise, hearing aids, and other interventions might reduce the global incidence of dementia by 45 percent, but that doesn’t mean they will reduce your specific risk by the same amount. Yaffe estimates that roughly half of a person’s Alzheimer’s risk is based on genetics, and half probably depends on their activity level, diet and luck. But the biggest risk factor is age.Even as Juli is gently prodding her husband to eat more broccoli, she’s also preparing for his inevitable decline. The couple is in the process of moving from their two-story home in a Dallas suburb to a single-story house they are having built in a nearby gated community. Her husband will trade in his car for a golf cart, and Juli will work almost entirely from home to make sure he stays safe. She knows they are incredibly lucky to be able to afford to build their new home from the ground up. She’s already designed it with a shower and doors wide enough to accommodate a wheelchair.Juli acknowledges that it’s impossible to know whether the changes to their health routines are working. There’s no control group, no way to assess how her husband’s disease might have progressed if they’d stuck to only medications. Right now they can afford the supplements ($150 per month), extra visits to doctors ($900 per hour twice a year), blood draws ($500 every six months), and memberships to their doctor’s practice and to a platform that promotes the protocol they are following ($3,000 per year).For Juli, the costs are justified by the change she sees in her husband. Their daily regimen gives him a sense of agency, which has alleviated some of the anxiety and depression that plagued him after his diagnosis. “It’s given him work to do—and hope,” she says. “If that’s all we take away from it, it’s worth it.”

Early studies suggest that lifestyle changes such as diet, exercise and social engagement may help slow or prevent Alzheimer’s symptoms—but the evidence is inconsistent, and many doctors remain cautious

This article is part of “Innovations In: Alzheimer's Disease” an editorially independent special report that was produced with financial support from Eisai.

When Juli comes home after work, her husband doesn’t regale her with stories about his photography business the way he once did. Instead he proudly shows her a pill container emptied of the 20 supplements and medications he takes every day. Rather than griping about traffic, he tells her about his walk. When they go out to a favorite Mexican restaurant, he might opt for a side salad instead of tortilla chips with his quesadilla. “He’s actually consuming green food, which is new,” says Juli, who asked to be identified by only her first name to protect her husband’s privacy.

Over the past year Juli’s husband has agreed to change his daily habits in hopes of halting the steady progression of Alzheimer’s disease, which he was diagnosed with in December 2023 at age 62. Juli and her husband are both self-employed, and their insurance plans didn’t cover the positron-emission tomography scans for disease tracking that a neurologist prescribed, which would have cost thousands of dollars. So they decided to spend that money on a doctor who promises that diet and lifestyle changes can treat Alzheimer’s. He recommended a keto diet, along with light cardio exercise and strength training. He also prescribed a bevy of supplements, such as creatine, which Juli’s husband takes alongside the memantine and donepezil prescribed by his neurologist. Juli doesn’t expect the diet and daily walks to cure her husband, but she hopes the healthy lifestyle will help manage and even improve his condition. It feels like common sense. “You stop eating fried food, you move your butt, and you feel better,” she says.


On supporting science journalism

If you're enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.


Increasingly, evidence suggests that addressing health problems such as vision and hearing loss, stress, poor diet, diabetes, obesity, high cholesterol and high blood pressure can help slow or even prevent Alzheimer’s symptoms. It’s a tantalizingly simple solution to a complicated condition that has proved difficult to treat. For families like Juli’s that have been left with a grim diagnosis and few options, lifestyle changes bring a much needed sense of hope and agency. But researchers worry about overpromising on the efficacy of these changes, especially for people already experiencing dementia symptoms. Evidence around the importance of different diets, exercises and activities—when to start them and which to prioritize—is mixed, and only in a few high-quality studies have researchers examined large, diverse groups of people. It’s a promising but nascent field of research, one that scientists worry gives patients dangerous and heartbreaking hope for a cure that doesn’t exist.

“There are a lot of claims,” says Miia Kivipelto, a dementia researcher at the Karolinska Institute in Sweden. She worries about expensive but unproven regimens that promise to reverse cognitive decline, restore and protect the brain, or significantly improve cognition for people with early-stage Alzheimer’s or other dementias. “Of course, people want to have hope,” she says. But she cautions against making promises that can’t be upheld. “It’s risk reduction,” she says. “That’s maybe what we can promise.”

Kivipelto led the Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability (FINGER), a trial that enrolled more than 1,200 residents of Finland between the ages of 60 and 77. Results were published in 2017. They showed that after two years, participants who were given nutritional advice, exercise regimens and brain-training games had improved their executive function, processing speeds and complex memory by about 83, 150 and 40 percent, respectively, compared with those who didn’t take those measures. Kivipelto has continued to follow that initial FINGER cohort and found that several years after the initial trial, their health in general continues to be better than that of their counterparts. The participants had a lower risk of stroke, had fewer medical emergency room visits and needed less inpatient care. Now Kivipelto is running World Wide FINGERS, a global network of studies investigating the same interventions in different countries and populations.

It’s not clear whether these interventions prevent disease onset or simply delay it.

Similarly encouraging data have come from the Systematic Multi-Domain Alzheimer Risk Reduction Trial (SMARRT), a two-year randomized, controlled study. Researchers tested the effect of treating modifiable risk factors such as uncontrolled hypertension, social isolation and physical inactivity with more than 170 septuagenarians and octogenarians at high risk for dementia. Participants chose a few interventions to prioritize out of eight options, such as improved physical fitness or social connection. After two years, no matter which intervention people opted for, those who received individualized treatments had reduced risk factors for dementia and a 74 percent greater increase in cognition compared with their counterparts in the control group.

It’s not clear whether these interventions prevent disease onset or simply delay it. At a certain point, prevention and treatment become almost the same thing: if people can postpone the onset of symptoms until they’re 85 or 90 years old, Kivipelto says, “they might die of something else.” A report from a commission on dementia from the Lancet Group—which comprises experts who make recommendations on health policy and practice—suggests that addressing a range of these lifestyle-based risk factors could help reduce the global incidence of Alzheimer’s and dementia by 45 percent population-wide. For people with a genetic predisposition to dementia, introducing diet, exercise, and other modifications before symptoms appear might be particularly important for fending off illness.

The idea that diet and exercise could curb a disease that currently affects more than 55 million people globally is an exciting prospect. But scientists say the field is simply too young for anyone to make bold assertions that lifestyle interventions could act as treatments or cures. “We don’t have mature information,” says Howard Feldman, a neurologist at the University of California, San Diego.

One big caveat is that studies such as SMARRT and FINGER were conducted with people who had mild cognitive decline, not full-blown dementia. “There are people who are really exaggerating some of these claims,” says Kristine Yaffe, a neurologist at the University of California, San Francisco, and the lead author on the SMARRT study. “There’s very little evidence that these [interventions] work when people have the disease.”

Also, the list of possible risk factors gets longer as more data emerge. When Kivipelto started FINGER, she didn’t look at elements such as poor sleep and stress. But more evidence suggests that these factors could increase risk for Alzheimer’s. Meanwhile interventions that had shown initial promise, such as the MIND diet—a diet geared toward brain health that combines elements of Mediterranean and hypertension-focused diets—weren’t backed by further research.

Answering questions about lifestyle changes—what works, what doesn’t and why—is particularly challenging because these interventions are not as easy to quantify as medications are. When researchers test pharmaceuticals, they’re often investigating how a molecule interacts with a specific receptor. “We’re gonna look at making sure that we’ve got target engagement, that we’ve got the right amount of medicine for the target and that we’re getting the right effects,” Feldman says. Nonmedical interventions don’t work in that way. Take exercise: There’s no particular receptor to examine. Instead exercise might lead to better blood flow in the brain. It might affect cerebral metabolism. It could affect insulin levels or increase oxygen flow. All these factors have been linked to the development of Alzheimer’s in some way.

Then there’s the matter of dosage: What is the right amount of exercise? How much should people exert themselves and for how long? And how can researchers assess compliance? When researchers test pills, they can easily dispense medication and count how many pills are left at the end of a trial. It’s much harder to know whether someone in a lifestyle study has done the assigned exercises or whether all participants worked out at the same intensity.

Another big unknown is when these interventions should begin. Some research suggests that to reduce risk factors, middle age might be the most impactful time. Kivipelto says that it’s never too late to start but that the most effective interventions may vary with age. Stress and sleep might be bigger risk factors in middle age, whereas social isolation might become more important as people grow older. “You should have a kind of check wherever you are in your life,” she says.

Perhaps the biggest limitation, however, is that scientists can’t measure all the biological and environmental systems at play, nor can they follow enough people for a long enough period to understand which systems are most important. One theory suggests that health interventions—such as diet, exercise and social stimulation—work because they boost cognitive reserve, or the ability of a person’s brain to resist dementia. People with more cognitive reserve might not show symptoms even if they have the same pathology as someone else who is symptomatic. Researchers think being active, eating right and socializing might help build up that cognitive-reserve buffer. But they can’t measure it. There is no known biomarker for cognitive reserve and no way to measure its effects over time. “It’s an evolving concept,” Kivipelto says.

Even while scientists work on more high-quality studies of lifestyle changes for Alzheimer’s—with large, diverse patient populations, control groups, and careful measurements for the intensity of the intervention—numerous commercial companies claim to offer scientifically backed cures. These products, including the approach Juli and her husband are trying, are often based on research in predatory journals, which charge authors high fees to publish papers that look scientific but have none of the oversight of peer-reviewed publications. Others lack rigorous trials and rely only on case reports that don’t describe study methods and can’t be replicated. Still others haven’t been tested in large groups or in humans at all. For example, small studies have suggested ketosis could help improve cognition, but no large-scale clinical trials have tested the hypothesis. Similarly, creatine supplements have shown promise in mice but have not been tested extensively in humans. No large, high-quality clinical trials have shown that supplements can improve human cognition or brain health, but companies selling these products now represent an industry valued at more than $6 billion globally.

Some people spend their life savings to follow a protocol that requires them to remediate mold in their homes, even though the evidence linking mold and dementia is debated. Other families report that sticking to a restrictive diet ultimately feels cruel when a parent or spouse has few pleasures left. Neurologist Joanna Hellmuth, then at the University of California, San Francisco, wrote an article in 2020 in the Lancet Neurology about pseudoscience and dementia, warning that fraudulent solutions can be financially and emotionally harmful for families. “Hope is important in the face of incurable diseases and intuitive interventions can be compelling,” she wrote. “However, unsupported interventions are not medically, ethically, or financially benign, particularly when other parties might stand to gain.”

Even under the best of circumstances, changes to diet and exercise cannot ward off Alzheimer’s for everyone. Yaffe has seen patients who play bridge, go running and practice über-healthy lifestyles only to be astonished to learn they also have Alzheimer’s. “There’s something called bad luck, and there’s something called genetics,” she says. Scientists measure the impact of lifestyle modifications in population-wide estimates that don’t translate to individual risk. Diet, exercise, hearing aids, and other interventions might reduce the global incidence of dementia by 45 percent, but that doesn’t mean they will reduce your specific risk by the same amount. Yaffe estimates that roughly half of a person’s Alzheimer’s risk is based on genetics, and half probably depends on their activity level, diet and luck. But the biggest risk factor is age.

Even as Juli is gently prodding her husband to eat more broccoli, she’s also preparing for his inevitable decline. The couple is in the process of moving from their two-story home in a Dallas suburb to a single-story house they are having built in a nearby gated community. Her husband will trade in his car for a golf cart, and Juli will work almost entirely from home to make sure he stays safe. She knows they are incredibly lucky to be able to afford to build their new home from the ground up. She’s already designed it with a shower and doors wide enough to accommodate a wheelchair.

Juli acknowledges that it’s impossible to know whether the changes to their health routines are working. There’s no control group, no way to assess how her husband’s disease might have progressed if they’d stuck to only medications. Right now they can afford the supplements ($150 per month), extra visits to doctors ($900 per hour twice a year), blood draws ($500 every six months), and memberships to their doctor’s practice and to a platform that promotes the protocol they are following ($3,000 per year).

For Juli, the costs are justified by the change she sees in her husband. Their daily regimen gives him a sense of agency, which has alleviated some of the anxiety and depression that plagued him after his diagnosis. “It’s given him work to do—and hope,” she says. “If that’s all we take away from it, it’s worth it.”

Read the full story here.
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OpenAI’s Secrets are Revealed in Empire of AI

On our 2025 Best Nonfiction of the Year list, Karen Hao’s investigation of artificial intelligence reveals how the AI future is still in our hands

Technology reporter Karen Hao started reporting on artificial intelligence in 2018, before ChatGPT was introduced, and is one of the few journalists to gain access to the inner world of the chatbot’s creator, OpenAI. In her book Empire of AI, Hao outlines the rise of the controversial company.In her research, Hao spoke to OpenAI leaders, scientists and entry-level workers around the globe who are shaping the development of AI. She explores its potential for scientific discovery and its impacts on the environment, as well as the divisive quest to create a machine that can rival human smarts through artificial general intelligence (AGI).Scientific American spoke with Hao about her deep reporting on AI, Sam Altman’s potential place in AI’s future and the ways the technology might continue to change the world.On supporting science journalismIf you're enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.[An edited transcript of the interview follows.]How realistic is the goal of artificial general intelligence (AGI)?There is no scientific consensus around what intelligence is, so AI and AGI are inherently unmoored concepts. This is helpful for deflating the hype of Silicon Valley when they say AGI is around the corner, and it’s also helpful in recognizing that the lack of predetermination around what AI is and what it should do leaves plenty of room for everyone.You argue that we should be thinking about AI in terms of empires and colonialism. Can you explain why?I call companies like OpenAI empires both because of the sheer magnitude at which they are operating and the controlling influence they’ve developed—also the tactics for how they’ve accumulated an enormous amount of economic and political power. They amass that power through the dispossession of the majority of the rest of the world.There’s also this huge ideological component to the current AI industry. This quest for an artificial general intelligence is a faith-based idea. It's not a scientific idea. It is this quasi-religious notion that if we continue down a particular path of AI development, somehow a kind of AI god is going to emerge that will solve all of humanity's problems. Colonialism is the fusion of capitalism and ideology, so there’s just a multitude of parallels between the empires of old and the empires of AI.There’s also a parallel in how they both cause environmental destruction. Which environmental impacts of AI are most concerning?There are just so many intersecting crises that the AI industry’s path of development is exacerbating. One, of course, is the energy crisis. Sam Altman announced he wants to see 250 gigawatts of data-center capacity laid by 2033 just for his company. New York City [uses] on average 5.5 gigawatts [per day]. Altman has estimated that this would cost around $10 trillion —where is he going to get that money? Who knows.But if that were to come to pass, the primary energy sources would be fossil fuels. Business Insider had an investigation earlier this year that found that utilities are “torpedo[ing]” their renewable-energy goals in order to service the data-center demand. So we are seeing natural gas plants and coal plants having their lives extended. That’s not just pumping emissions into the atmosphere; it’s also pumping air pollution into communities.So the question is: How long are we going to deal with the actual harms and hold out for the speculative possibility that maybe, at the end of the road, it’s all going to be fine? There was a survey earlier this year that found that [roughly] 75 percent of long-standing AI researchers who are not in the pocket of industry do not think we are on the path to an artificial general intelligence. We should not be using a tiny possibility on the far-off horizon that is not even scientifically backed to justify an extraordinary and irreversible set of damages that are occurring right now.Do you think Sam Altman has lied about OpenAI’s abilities, or has he just fallen for his own marketing?It’s a great question. The thing that’s complex about OpenAI, that surprised me the most when I was reporting, is that there are quasi-religious movements that have developed around ideas like “AGI could solve all of humanity’s problems” or “AGI could kill everyone.” It is really hard to figure out whether Altman himself is a believer or whether he has just found it to be politically savvy to leverage these beliefs.You did a lot of reporting on the workers helping to make this AI revolution happen. What did you find?I traveled to Kenya to meet with workers that OpenAI had contracted, as well as workers being contracted by the rest of the AI industry. What OpenAI wanted them to do was to help build a content moderation filter for the company’s GPT models. At the time they were trying to expand their commercialization efforts, and they realized that if you put text-generation models that can generate anything into the hands of millions of people, you’re going to come up with a problem because it could end up spewing racist, toxic hate speech at users, and it would become a huge PR crisis.For the workers, that meant they had to wade through some of the worst content on the Internet, as well as content where OpenAI was prompting its own AI models to imagine the worst content on the Internet to provide a more diverse and comprehensive set of examples to these workers. These workers suffered the same kinds of psychological traumas that content moderators of the social media era suffered.I also spoke with the workers that were on a different part of the human labor supply chain in reinforcement learning from human feedback. This is a thing that many companies have adopted where tens of thousands of workers have to teach the model what is a good answer when a user chats with the chatbot.One woman I spoke to, Winnie, worked for this platform called Remotasks, which is the backend for Scale AI, one of the primary contractors of reinforcement learning from human feedback. The content that she was working with was not necessarily traumatic in and of itself, but the conditions under which she was working were deeply exploitative: she never knew who she was working for, and she also never knew when the tasks would arrive. When I spoke to her, she had already been waiting months for a task to arrive, and when those tasks arrived, she would work for 22 hours straight in a day to just try and earn as much money as possible to ultimately feed her kids.This is the lifeblood of the AI industry, and yet these workers see absolutely none of the economic value that they’re generating for these companies.Some people worry AI could surpass human intelligence and take over the world. Is this a risk you fear?I don’t believe that AI will ultimately develop some kind of agency of its own, and I don’t think that it’s worth engaging in a project that is attempting to develop agentic systems that take agency away from people.What I see as a much more hopeful vision of an AI future is returning back to developing AI models and AI systems that support, rather than supplant, humans. And one of the things that I’m really bullish about is specialized AI models for solving particular challenges that we need to overcome as a society.One of the examples that I often give is of DeepMind’s AlphaFold, which is also a specialized deep-learning tool that was trained on a relatively modest number of computer chips to accurately predict the protein-folding structures from a sequence of amino acids. [Its developers] won the Nobel Prize [in] Chemistry last year. These are the types of AI systems that I think we should be putting our energy, time and talent into building.Are there other books on this subject you read while writing this book or have enjoyed recently that you can recommend to me?I’d recommend Rebecca Solnit’s Hope in the Dark, which I read after my book published. It may not seem directly related, but it very much is. Solnit makes the case for human agency—she urges people to remember that we co-create the future through our individual and collective action. That is also the greatest message I want people to take away from my book. Empires of AI are not inevitable—and the alternative path forward is in our hands.

Costa Rica’s Nayara Resorts Plans Eco-Friendly Beach Hotel in Manuel Antonio

Nayara Resorts, known for its high-end hotels and focus on green practices, has revealed plans for a new property in Manuel Antonio. The beach resort aims to open in mid- to late 2027 and will create about 300 direct jobs. For those familiar with the area, the site sits where the Barba Roja restaurant once […] The post Costa Rica’s Nayara Resorts Plans Eco-Friendly Beach Hotel in Manuel Antonio appeared first on The Tico Times | Costa Rica News | Travel | Real Estate.

Nayara Resorts, known for its high-end hotels and focus on green practices, has revealed plans for a new property in Manuel Antonio. The beach resort aims to open in mid- to late 2027 and will create about 300 direct jobs. For those familiar with the area, the site sits where the Barba Roja restaurant once stood. Nayara bought the land and has woven environmental standards into every step of design and planning. Blake May, the project director, noted that the company holds all required permits and has worked with authorities to meet rules on protected zones and coastal setbacks. Construction will blend with the surroundings, keeping trees, palms, and bamboo in the layout. Rooms will use natural airflow to cut down on air conditioning. Bars will have plant-covered roofs to lower emissions and clean the air. The resort will also run its own system to turn wastewater into reusable water for gardens. Before any building starts, Nayara hired a soil expert to protect the ground during demolition. Trees on the property get special attention too. The team is studying species to decide which stay in place and which move elsewhere for safety. This fits Nayara’s track record, like at their Tented Camp in La Fortuna, where they turned old pasture into forest by planting over 40,000 native trees and plants. Beyond the environment, Nayara commits to local people. They plan to share updates on progress, hire from the area for building and running the hotel, and buy from nearby businesses. Demolition of the old restaurant is in progress, with full construction set to begin early next year. This move grows Nayara’s footprint in Costa Rica, where they already run three spots in La Fortuna: Gardens, Springs, and Tented Camp. The new hotel marks their first push into the Pacific coast, drawing on their model of luxury tied to nature. Locals in the area, see promise in the jobs and tourism boost, as Manuel Antonio draws visitors for its parks and beaches. Nayara’s approach could set an example for other developments in the area. The post Costa Rica’s Nayara Resorts Plans Eco-Friendly Beach Hotel in Manuel Antonio appeared first on The Tico Times | Costa Rica News | Travel | Real Estate.

In Colorado Town Built on Coal, Some Families Are Moving On, Even as Trump Tries to Boost Industry

The Cooper family has worked in the coal industry in Colorado for generations

CRAIG, Colo. (AP) — The Cooper family knows how to work heavy machinery. The kids could run a hay baler by their early teens, and two of the three ran monster-sized drills at the coal mines along with their dad.But learning to maneuver the shiny red drill they use to tap into underground heat feels different. It's a critical part of the new family business, High Altitude Geothermal, which installs geothermal heat pumps that use the Earth’s constant temperature to heat and cool buildings. At stake is not just their livelihood but a century-long family legacy of producing energy in Moffat County.Like many families here, the Coopers have worked in coal for generations — and in oil before that. That's ending for Matt Cooper and his son Matthew as one of three coal mines in the area closes in a statewide shift to cleaner energy. “People have to start looking beyond coal," said Matt Cooper. "And that can be a multitude of things. Our economy has been so focused on coal and coal-fired power plants. And we need the diversity.” Many countries and about half of U.S. states are moving away from coal, citing environmental impacts and high costs. Burning coal emits carbon dioxide that traps heat in the atmosphere, warming the planet.That's created uncertainty in places like Craig. As some families like the Coopers plan for the next stage of their careers, others hold out hope Trump will save their plants, mines and high-paying jobs. Matt and Matthew Cooper work at the Colowyo Mine near Meeker, though active mining has ended and site cleanup begins in January.The mine employs about 130 workers and supplies Craig Generating Station, a 1,400-megawatt coal-fired plant. Tri-State Generation and Transmission Association is planning to close Craig's Unit 1 by year's end for economic reasons and to meet legal requirements for reducing emissions. The other two units will close in 2028.Xcel Energy owns coal-fired Hayden Station, about 30 minutes away. It said it doesn't plan to change retirement dates for Hayden, though it's extending another coal unit in Pueblo in part due to increased demand for electricity.The Craig and Hayden plants together employ about 200 people.Craig residents have always been entrepreneurial and that spirit will get them through this transition, said Kirstie McPherson, board president for the Craig Chamber of Commerce. Still, she said, just about everybody here is connected to coal.“You have a whole community who has always been told you are an energy town, you’re a coal town," she said. “When that starts going away, beyond just the individuals that are having the identity crisis, you have an entire culture, an entire community that is also having that same crisis.”Coal has been central to Colorado’s economy since before statehood, but it's generally the most expensive energy on today's grid, said Democratic Gov. Jared Polis.“We are not going to let this administration drag us backwards into an overreliance on expensive fossil fuels,” Polis said in a statement. Nationwide, coal power was 28% more expensive in 2024 than it was in 2021, costing consumers $6.2 billion more, according to a June analysis from Energy Innovation. The nonpartisan think tank cited significant increases to run aging plants as well as inflation.Colorado’s six remaining coal-fired power plants are scheduled to close or convert to natural gas, which emits about half the carbon dioxide as coal, by 2031. The state is rapidly adding solar and wind that's cheaper and cleaner than legacy coal plants. Renewable energy provides more than 40% of Colorado’s power now and will pass 70% by the end of the decade, according to statewide utility plans.Nationwide, wind and solar growth has remained strong, producing more electricity than coal in 2025, as of the latest data in October, according to energy think tank Ember.But some states want to increase or at least maintain coal production. That includes top coal state Wyoming, where the Wyoming Energy Authority said Trump is breathing welcome new life into its coal and mining industry.The Coopers have gone all-in on geothermal. “Maybe we’ll never go back to coal," Matt Cooper said. "We haven’t (gone) back to oil and gas, so we might just be geothermal people for quite some time, maybe generations, and then eventually something else will come along.”While the Coopers were learning to use their drill in October, Wade Gerber was in downtown Craig distilling grain neutral spirits — used to make gin and vodka — on a day off from the Craig Station power plant. Gerber stepped over his corgis, Ali and Boss, and onto a stepladder to peer into a massive stainless steel pot where he was heating wheat and barley.Gerber's spent three decades in coal. When closure plans were announced four years ago, he, his wife Tenniel and their friend McPherson brainstormed business ideas.“With my background in plumbing and electrical from the plant it’s like, oh yeah, I can handle that part of it,” Gerber said about distilling. “This is the easy part.”He used Tri-State's education subsidies for classes in distilling, while other co-workers learned to fix vehicles or repair guns to find new careers. While some plan to leave town, Gerber is opening Bad Alibi Distillery. McPherson and Tenniel Gerber are opening a cocktail bar next door.Everyone in town hopes Trump will step in to extend the plant's life, Gerber said. Meanwhile, they're trying to define a new future for Craig in a nerve-wracking time.“For me, my products can go elsewhere. I don’t necessarily have to sell it in Craig, there’s that avenue. For someone relying on Craig, it's even scarier,” he said. Questioning the coal rollback Tammy Villard owns a gift shop, Moffat Mercantile, with her husband. After the coal closures were announced, they opened a commercial print shop too, seeing it as a practical choice for when so many high-paying jobs go away. Villard, who spent a decade at Colowyo as administrative staff, said she doesn't understand how the state can throw the switch to turn off coal and still have reliable electricity. She wants the state to slow down. Villard describes herself as a moderate Republican. She said political swings at the federal level — from the green energy push in the last administration to doubling down on fossil fuels in this one — aren't helpful.“The pendulum has to come back to the middle," she said, “and we are so far out to either side that I don’t know how we get back to that middle.”The Associated Press’ climate and environmental coverage receives financial support from multiple private foundations. AP is solely responsible for all content. Find AP’s standards for working with philanthropies, a list of supporters and funded coverage areas at AP.org.Copyright 2025 The Associated Press. All rights reserved. This material may not be published, broadcast, rewritten or redistributed.Photos You Should See – Nov. 2025

1803 Fund unveils renderings of $70 million investment for Portland’s Black community

Initial site work, including permitting, is expected to take roughly two years, with construction scheduled to take another two years after that.

The 1803 Fund, an organization working to advance Portland’s Black community, unveiled new renderings Tuesday for a combined ten acres it purchased on the banks of the Willamette River near the Moda Center and in the lower Albina neighborhood.The organization, formed in 2023 with a $400 million pledge from Nike co-founder Phil Knight and wife Penny Knight, said last month it was spending $70 million on several Eastside properties. It said the redevelopment of those sites would have a tenfold economic impact via the hundreds of local jobs it expects to generate. The total projected outlay for the redevelopment remains unclear.Project leaders say they expect initial site work for what they’re calling Rebuild Albina, including permitting, to take roughly two years, with construction scheduled to take another two years after that.At a Tuesday press conference, organization leaders detailed plans for two sites: a set of grain silos on three acres formerly owned by the Louis Dreyfus Co. and now called Albina Riverside; and a seven-acre property in the lower Albina neighborhood south of the Fremont Bridge and west of Interstate 5, in a district once known as The Low End.“We intend to give that name back to the community,” Rukaiyah Adams, chief executive of the 1803 Fund, said Tuesday of The Low End district, as a carousel of renderings flashed on a wide screen behind her.The group has said it wants to see those seven acres become a neighborhood gateway that connects the Black community to downtown. The Low End is slated to become a mixed-use neighborhood with housing and public spaces with art, businesses, culture and community initiatives, according to a factsheet provided by the 1803 Fund, while plans for Albina Riverside are still in the works. Still, the Albina Riverside renderings show a reuse of the grain silos, a basketball court and what appear to be community-access steps down to the waterfront.Properties in The Low End require environmental cleanup, which project officials say they are coordinating with the Oregon Department of Environmental Quality. It’s not clear at this point what environmental remediation the Albina Riverside site may need, officials said.On Tuesday, project leaders said $30 million went toward properties in The Low End, while they spent $5 million on Albina Riverside. Another $35 million in Albina-area property investments are forthcoming, according to the factsheet.Mayor Keith Wilson and City Council member Loretta Smith took turns at the lectern heaping praise on Adams for her leadership of the fund.Wilson said he was committed to supporting the 1803 Fund’s “transformational projects” as the redevelopment of Albina bolsters Portland’s broader renaissance. “I keep wanting to cry every time I look at you, Rukaiyah,” the mayor said. “It’s personal for me, and I know it is for you, as well.”Smith told attendees that whenever she travels to another city, there’s a district called The Low End where members of the Black community live and gather.“It had a stigma to it, and it does have a stigma to it,” Smith said. “Now you’re taking that stigma away and saying, come on down to Albina to The Low End. It’s a cool thing to do. So thank you very much for giving us back that history and that culture.”Retaking the stage, Adams said part of what prompted the purchase of the grain silo was stories she heard years ago from former state Sen. Avel Gordly – the first Black woman sworn into the Oregon Senate – of Black men who used to work and died in the silos.Gordly implored Adams to take more of a leadership role in helping to clean up the Willamette, Adams said. “The connection of Black folks who migrated here from watersheds in the Jim Crow South to that Willamette River watershed is deep and spiritual,” Adams said. “My family left the Red River watershed in Louisiana to come to the Willamette River watershed here. “Our stories are often told as the movement between cities, but we are a people deeply connected to the water,” she said. “We wade in the water.”--Matthew Kish contributed to this article.

Colorado mandates ambitious emissions cuts for its gas utilities

Colorado just set a major new climate goal for the companies that supply homes and businesses with fossil gas. By 2035, investor-owned gas utilities must cut carbon pollution by 41% from 2015 levels, the Colorado Public Utilities Commission decided in a 2–1 vote in mid-November. The target — which builds on goals…

Colorado just set a major new climate goal for the companies that supply homes and businesses with fossil gas. By 2035, investor-owned gas utilities must cut carbon pollution by 41% from 2015 levels, the Colorado Public Utilities Commission decided in a 2–1 vote in mid-November. The target — which builds on goals already set for 2025 and 2030 — is far more consistent with the state’s aim to decarbonize by 2050 than the other proposals considered. Commissioners rejected the tepid 22% to 30% cut that utilities asked for and the 31% target that state agencies recommended. Climate advocates hailed the decision as a victory for managing a transition away from burning fossil gas in Colorado buildings. “It’s a really huge deal,” said Jim Dennison, staff attorney at the Sierra Club, one of more than 20 environmental groups that advocated for an ambitious target. ​“It’s one of the strongest commitments to tangible progress that’s been made anywhere in the country.” In 2021, Colorado passed a first-in-the-nation law requiring gas utilities to find ways to deliver heat sans the emissions. That could entail swapping gas for alternative fuels, like methane from manure or hydrogen made with renewable power. But last year the utilities commission found that the most cost-effective approaches are weatherizing buildings and outfitting them with all-electric, ultraefficient appliances such as heat pumps. These double-duty devices keep homes toasty in winter and cool in summer. The clean-heat law pushes utilities to cut emissions by 4% from 2015 levels by 2025 and then 22% by 2030. But Colorado leaves exact targets for future years up to the Public Utilities Commission. Last month’s decision on the 2035 standard marks the first time that regulators have taken up that task. Gas is still a fixture in the Centennial State. About seven out of 10 Colorado households burn the fossil fuel as their primary source for heating, which accounts for about 31% of the state’s gas use. If gas utilities hit the new 2035 mandate, they’ll avoid an estimated 45.5 million metric tons of greenhouse gases over the next decade, according to an analysis by the Colorado Energy Office and the Colorado Department of Public Health and Environment. They’d also prevent the release of hundreds more tons of nitrogen oxides and ultrafine particulates that cause respiratory and cardiovascular problems, from asthma to heart attacks. State officials predicted this would mean 58 averted premature deaths between now and 2035, nearly $1 billion in economic benefits, and $5.1 billion in avoided costs of climate change. “I think in the next five to 10 years, people will be thinking about burning fossil fuels in their home the way they now think about lead paint,” said former state Rep. Tracey Bernett, a Democrat who was the prime sponsor of the clean-heat law. Competing clean-heat targets Back in August, during proceedings to decide the 2035 target, gas utilities encouraged regulators to aim low. Citing concerns about market uptake of heat pumps and potential costs to customers, they asked for a goal as modest as 22% by 2035 — a target that wouldn’t require any progress at all in the five years after 2030. Climate advocates argued that such a weak goal would cause the state to fall short on its climate commitments. Nonprofits the Sierra Club, the Southwest Energy Efficiency Project, and the Western Resource Advocates submitted a technical analysis that determined the emissions reductions the gas utilities would need to hit to align with the state’s 2050 net-zero goal: 55% by 2035, 74% by 2040, 93% by 2045, and, finally, 100% by 2050. History suggests these reductions are feasible, advocates asserted.

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