You’re out of free articles.
Log in
To continue reading, log in to your account.
Create a Free Account
To unlock more free articles, please create a free account.
Sign In or Create an Account.
By continuing, you agree to the Terms of Service and acknowledge our Privacy Policy
Welcome to Heatmap
Thank you for registering with Heatmap. Climate change is one of the greatest challenges of our lives, a force reshaping our economy, our politics, and our culture. We hope to be your trusted, friendly, and insightful guide to that transformation. Please enjoy your free articles. You can check your profile here .
subscribe to get Unlimited access
Offer for a Heatmap News Unlimited Access subscription; please note that your subscription will renew automatically unless you cancel prior to renewal. Cancellation takes effect at the end of your current billing period. We will let you know in advance of any price changes. Taxes may apply. Offer terms are subject to change.
Subscribe to get unlimited Access
Hey, you are out of free articles but you are only a few clicks away from full access. Subscribe below and take advantage of our introductory offer.
subscribe to get Unlimited access
Offer for a Heatmap News Unlimited Access subscription; please note that your subscription will renew automatically unless you cancel prior to renewal. Cancellation takes effect at the end of your current billing period. We will let you know in advance of any price changes. Taxes may apply. Offer terms are subject to change.
Create Your Account
Please Enter Your Password
Forgot your password?
Please enter the email address you use for your account so we can send you a link to reset your password:
Do you want a light tailwind or a full-on hurricane?

“The only thing better for the climate than buying an EV over a gasoline-powered car is buying no car at all,” the climate scientist
Rob Jackson has written. But for many Americans, not having a car at all is the stuff of logistical and cultural nightmares. The average person living in the U.S. covers more than 1,000 miles per month in their vehicle, and nearly 45% of people don’t even have the option of opting for public transportation. Ditching your car? You might as well ask people to give up their cell phones.
But across the country, transportation advocates and e-bike warriors are looking for solutions to go, if not entirely car-less, then at least car-light. Heatmap has put together a comprehensive guide to help you make a decision that best fits your lifestyle, whether that’s becoming a superpedestrian, a committed e-bike user, or just trying to replace a couple of short-haul drives a week.
Doug Gordon is the cohost of “The War on Cars,” a podcast about the fight against car culture. He is also a writer, TV producer, and safe streets advocate, and he advises nonprofits and mobility companies on communications strategies to promote better streets and public infrastructure through his Brooklyn Spoke Media consulting business.
Alexa Sledge is the director of communications at Transportation Alternatives, a nonprofit organization that has worked to promote non-polluting, safe, and quiet travel in New York City since 1973.
Bryan Dean is the sales manager at The eBike Store in Portland, Oregon, which opened in 2008 as the city’s first e-bike-only retailer. He’s spent over six years helping customers pick out their perfect bikes and is also the creator of the #eBikeAnywhere hashtag.
Kevin Lau is a product specialist at REI with more than 20 years of experience. He is based out of Marlton, New Jersey.
Only 8% of U.S. households currently get by without owning a car, and less than 1% of Americans commute to work by bike. The U.S. is so driving-centric that we’re home to one-fifth of all the cars on the planet despite having less than 5% of the global population. Eleven states have more registered vehicles than people.
But just because driving has always been your default doesn’t mean it makes the most sense for the kind of travel you do — even if you live somewhere without great public transportation. Over half of all trips Americans make in a car are for a distance of less than three miles — perfect to convert into a bike ride.
“I think of mobility like a Swiss army knife: You have to use the right tool for the job,” Gordon told me. “If I just need to pick up a carton of milk, does it make sense to do that in a 6,000-pound metal box on wheels that is powered by dinosaur juice? Not so much.”
On average, commuting by bike in the U.S. saves an estimated $2,500 per year, and it has been found to have massive benefits for one’s mental health, cardiovascular health, and even productivity at work. Yes, even e-bikes!
“If you go to places like Copenhagen or Amsterdam — places where there are huge numbers of cyclists — and you poll those people, concern for the environment barely cracks the top five reasons why they cycle,” Gordon said. “The reasons why people cycle in Denmark and the Netherlands are because it’s safe and convenient, and it’s often the fastest and cheapest way to get where they’re going.”
Transportation is the most significant contributor to climate change in the United States, with nearly 60% of the sector’s greenhouse gas emissions coming from cars alone (another 23% comes from trucks). Replacing a quarter of your total driving with walking, biking, or e-biking could save 1.3 tons of greenhouse gas emissions per year, according to our friends at WattTime — about the same as forgoing burning 1,433 pounds of coal or three barrels of oil. If every American drove even a mere 10% less per year, it’d be like taking 28 coal-fired power plants offline.
You can still make a significant impact without ditching your car, in other words: You simply have to drive less. And the upsides are enormous. More Americans die of car pollution than in car accidents every year. Additionally, commuting by bike or by foot makes us healthier and happier.
It also helps us realize what our community priorities should be. “Individual action is not always what we need to focus on,” Gordon said. “We need to focus on institutional change. But my philosophy is that lots of individual action actually adds up to the political will to get the institutional change you need.”
A survey of studies from five countries (including the U.S.) found that the main barriers to cycling were low perceived safety, bad weather, lack of cycling infrastructure (including “shower facilities” at one’s destination), and distance and perceived effort.
Safety is a valid concern. Riding a bike is about 500 times more likely to be fatal than riding a bus, according to a 2007 study; even with the success of programs like New York’s Vision Zero, collisions with cars remain a real danger for people on bikes. The car-related pollution inhaled while cycling can also shorten a cyclist’s life by an estimated one to 40 days. But the benefits of cycling on average far outweigh the risks: Riding a bike adds an estimated three to 14 months to your life, even when the possibilities of collisions and air pollution are considered. The health benefits are so significant that a separate study by Swedish researchers found that cyclists had a 47% lower risk of early death and a 10% lower risk of hospitalization compared to car and train commuters.
What about concerns about shower availability and the “distance and perceived effort” of riding a bike? That’s where the advantages of an e-bike’s pedal assist come into play. “E-bikes are great at blasting through any concerns you have about sweat,” Gordon told me. Even in hot weather or on difficult terrain, pedal assist can keep you looking fresh when you arrive at the office.
The first step to driving less is thinking about when and where you can replace specific trips with walking, cycling, or public transportation instead. Lau told me his general rule of thumb is that if a trip is less than a mile and he can safely walk (i.e. if there are sidewalks or safe paths), then he’ll walk. “If it’s more than that, I’ll take the bike if I have a place to lock it or can bring it into my workplace or store,” he said. For trips where he might need some extra assistance — that are farther, longer, hillier, or will require carrying “more cargo without working as hard,” he’ll opt for an e-bike instead.
You can do a lot of this reconnaissance from your couch. Apple Maps and Google Maps can take a lot of the guesswork out of finding the best bike paths to and from your house and the other places you frequent, including informing you ahead of time if the route will require riding on major or minor roads or ones with protected bike lanes. Google and Apple Maps can also give you real-time information about public transportation options in your area (as well as allow you to plan for trips when service might be reduced, like late nights or weekends), and many transit systems now have their own apps to make tracking delays or alternative service simpler.
It’s funny how you don’t realize where the long, slow inclines are in your neighborhood until you’re huffing up them on a bike. Google Maps and Apple Maps can show you what elevation to expect on a walking or cycling route. If you live in a hillier area, an e-bike might be better than a traditional bike since it can take some of the ouch out of the ups.
“Something really, really important that people don’t always think about is gear,” Sledge told me. “It doesn’t necessarily have to be expensive, but if you can only ride your bike when it’s 80 degrees and sunny, that’s not the best scenario.”
If you live somewhere where it gets hot, rainy, snowy, windy, or the weather can change unexpectedly, think ahead of time about the sort of gear you’d need to make cycling or walking more comfortable. (We have a checklist of ideas below.)
California, Colorado, Connecticut, Hawaii, Massachusetts, New York, Oklahoma, and Vermont all have statewide tax credits or rebates to encourage e-bike adoption.
Live somewhere that isn’t on that list? Here is a super handy tracker from the Transportation Research and Education Center at Portland State University of more than 100 counties, cities, and municipalities that offer e-bike incentive programs. Also, look for e-bike lending libraries that might be in your area.
If you’re having trouble learning about the programs available to you, head into a brick-and-mortar e-bike shop in your area or connect with your local transportation advocacy group — they’ll know what programs you can take advantage of and be happy to point you in the right direction.
Do you know what bike enthusiasts love more than anything? Creating new bike enthusiasts. If you’re still feeling intimidated by the idea of getting on a bike — or even if you’re not — “find a friend who’s already doing it,” Gordon suggested. Bike people are “an evangelical bunch, and if you tell a friend who you know is into biking or bike commutes regularly that ‘Hey, I’m thinking of doing it,’ I can guarantee that person will be more than happy to hold your hand and help you through your first ride.”
There are dozens of emissions-free or emissions-light transportation options, from using your own two feet to digging the old beater bicycle out of your garage to going full Steve Wozniak with a Segway. The most important thing is to something you’ll actually use.
That said — “What’s really going to be the best option for most Americans is an e-bike,” Sledge told me. “That’s a true car replacement when so often a [traditional] bike can’t be a true, true, true car replacement.” E-bikes are simply more practical and comfortable for longer rides or daily commutes, and if you need to haul things like groceries or children, they can’t be beaten.
I’ve looked at all my options and don’t think I can drive any less than I already do. What can I do instead?
There’s no way around it: E-bikes are pricy. “An e-bike is going to be a big purchase — nowhere near as much as a car, but still, it’s a major purchase,” Sledge said. Even with incentive programs (more on that below), you’re likely to spend more than $1,000 out of pocket.
It is tempting to look for a bargain. But Dean stressed that manufacturers and bulk retailers are “sacrificing a lot” in terms of quality and service to make a profit at lower price points. As a rule, “If you’re spending less than $1,000 on any bike, it’s landfill,” he said. “And that waste is toxic — odds are, it isn’t going to be recycled properly.”
Gordon suggested that if you’re concerned about how often you’ll use an e-bike, it makes sense to get “a cheap regular bike” initially. “Then you can figure out if this is something you want to do in the long term, and after a few weeks, or a month, or a year, you can go, ‘Okay, I’m ready for the $1,000, $2,000, $5,000 bicycle.’”
Perspective is important, too. Yes, e-bikes are expensive — if you compare them to regular bikes. “If you compare them to cars, they’re a bargain,” Gordon said. “E-bikes are a replacement tool; they’re not an upgrade from other bikes. So if you’re a family with two cars and are going down to one, getting a $2,500 or even $5,000 e-bike is a relative bargain.” Additionally, many retailers — including The eBike Store in Portland, Oregon, where Dean works — offer installment plans to help make the purchase more manageable.
Conversion kits are a popular way to convert an analog bike you already own into an e-bike by attaching a motor to the front hub, rear hub, or mid-drive. Many of these kits can be found cheaply on websites like Amazon, though The Washington Post warns that it is still a “very Wild West market” and to only buy batteries from reputable e-bike battery brands (low-quality batteries are more likely to start fires). While converting to an e-bike might be a good option for you if you want to dip a toe in the e-bike water, you’ll still need to spend several hundred dollars to get a kit that gives you the same oomph as an actual e-bike. That said, whatever option gets you on a bike is the best one, and if you’re converter-kit curious, here’s a good guide for learning where to start.
“Buying a bike at a brick-and-mortar store from competent, kind people who love their job — customers are going to have a fantastic experience,” Dean told me. “They’re going to get a great taste for the bike, which means they’ll be riding it a lot. We’re not in the business of selling bikes that sit and rot in someone’s garage.”
It is especially important to go to a store with e-bike specialists on staff (rather than a bulk retailer like Costco — or worse, anything online) because the mechanics will have checked the bike over and adjusted the safety points so it’s ready to go. “You’re going to get educated and get a strong appreciation of the beautiful tool that you are buying, and learn how to operate it and make it last,” Dean added.
Most importantly, though, ensure you take the bike for a test ride before handing over your credit card. Any retailer worth its salt will offer this as an option; the best retailers will take you on a guided test ride, where they’ll teach you how to use the e-bike you’re trying out. But the bottom line is, “Don’t buy a bike that you haven’t ridden,” Dean said. “Ride the bike before you buy it; that’s in all-caps with smiley faces and exclamation points. Don't buy the bike if you can’t ride it first.”
“Buy the bike that’s going to put the biggest, dumbest smile on your face.”
Dean said he points riders looking to log miles to the Specialized Como. “When you’re commuting long miles, you want something comfortable, something that’s reliable, something that has a strong enough motor that will get you where you’re going and a big-enough battery that you’re not going to sweat it,” he said. The Specialized Como is also an excellent choice for people who want to “show up to work not sweaty” but maybe get a little bit more of a workout on the way home.
If you prefer commuting on a traditional bike, Lau suggested REI’s ADV 1.1, a road touring bike, or the CTY 1.1 bike, a less-expensive hybrid built for logging longer distances and enduring the daily wear-and-tear of a commute. His e-bike pick for commuters is the CTY e2.2, a popular, well-reviewed, and accessible commuter bike specifically marketed to “replace car trips.”
Dean loves to recommend Tern bikes to people who want to make trips with their kids. “They’ve been doing this for a long time, they have tons of great accessories, and they use Bosch power systems,” he said — all points in the bike’s favor. That customizability and reliability make it a good fit for families who want to be able to tailor the bike to their needs and price point while also not having to worry about it breaking down in the middle of a toddler’s meltdown.
But there is one other primary reason why Dean points parents to Tern. “All of their bikes are rider first, cargo behind” — versus bucket bikes that put the cargo in front of the rider. While the latter design is also popular, it also means that if you’re trying to squeak out into traffic, you’re nosing your most precious cargo ahead of you, into potential harm’s way.
Lau offered three options for e-bikes that won’t make you miss the trunk of your car, starting with the Cannondale Cargowagen, which can lug up to 440 pounds — that is a lot of Chili & Lime Flavored Rolled Corn Tortilla Chips. Its range isn’t quite as good as some other bikes on the market — the battery is 545 watt-hours — so it’s probably a better fit for people who live in higher-density areas or near their preferred market. (You can always buy a second battery if you want a little more range.) The Cargowagen is also a class 3 bike, meaning you won’t have to worry about the ice cream melting before you can get home.
Like Dean, Lau loves to recommend Tern bikes for handling heavy loads, especially the Tern GSD S00, which conveniently folds up so it can even be stored in an apartment or transported in an elevator while still being compatible with Tern’s line of cargo-carrying products — but at almost $6,000 before add-ons, it’ll likely be out of many first-time e-bikers’ budgets. Tern’s Vektron S10 is a less expensive option and still has the power to handle hilly roads with six Trader Joe’s bags in tow. (Note that both Terns are class 1 bikes, meaning the pedal assist tops out at 20 miles per hour.)
“Lightweight e-bikes are out there,” Dean said, and can be had — for the right amount of money. “They’re usually going to start around $3,500 to $4,000 and then go up from there,” he told me, pointing to Specialized as one of his favorite lightweight brands.
Keep in mind that you may not need a lightweight e-bike. “No one has ever come in and said, ‘I want a heavy bike,’” Dean pointed out. Electric motors are, by necessity, heavy, so getting a lighter bike can mean sacrificing half the motor and battery. There are workarounds: “If you have stairs to go up, almost all of these bikes have a walk assist mode,” which gently turns the tires so you’re not fighting gravity on your own, Dean told me. Likewise, if you’re trying to load your bike onto a car rack, “you don’t have to Hulk it up there; you can be a little smarter about your efforts by picking up the front wheel and putting it in the rack behind your car. Then pick up the back wheel.” If you’re really struggling with your bike, you can always pop off the battery — one of the heavier components — and carry it separately.
The best new commuter bike you can get away with is the CTY 1.1, the analog bike Lau recommended above, but for an e-bike option, he points customers to the Co-op CTY e2.1, an easy, accessible, no-frills class 1 bike that won’t run you more than $2,000. It might be a little light on features for a serious urban commuter, though.
Dean told me that the Gazelle Medeo and some of the bikes from Electra Country will have price points that could be more acceptable to customers on a budget. Gazelle uses the reliable Bosch power system, and the Medeo is “really good” and comes in “multiple versions.” (I found one for less than $2,000). Electra Country is a subsidiary of Trek and is a “one-size-fits-all, beach cruiser-looking bike” that comes in super fun colors.
Congratulations! You’re the proud owner of a bike or an e-bike (or skateboard or e-scooter or a really good pair of walking shoes). What happens now?
While the benefits of riding a bike (or any other form of active transportation) still outweigh the risks, cars are getting bigger, their blindspots are getting larger, and pedestrian and cyclist deaths nationwide are at a 40-year high. Even electric vehicles might be a small part of the problem since they’re so much heavier than regular cars — and that much more dangerous if you get hit.
I asked Sledge how newly carless commuters could become better pedestrians, and she quickly corrected me. “There is no such thing as being a good pedestrian,” she said. “So often, in the United States, when we have groups of people that are consistently harmed by other groups of people, we’re like, ‘How can the victims be better?’ And the real answer is, ‘How can we create systems and designs that protect those people?’”
We’ll get into that. But the bottom line is: be safe when you’re out on the road. Learn how to navigate intersections safely, and don’t take unnecessary risks. Especially if you’re on an e-bike, “You’re traveling faster than most cars are expecting you to,” Dean said. “To remember that, imagine you are not only invisible, but they’re all trying to kill you.”
“Riding a bike is a really good entry for a lot of people into larger political conversations about climate, the design of their cities or towns, and a host of other issues,” Gordon told me. It might only be a short amount of time before you start to wonder why there aren’t more protected bike lanes in your town or city, or why mass transit isn’t reaching your neighborhood or destination, or why lousy road design is making your commute more dangerous than it should be.
There’s some good news, though: There has never been a better time to become a transit advocate. “It could be as small as your block, or your neighborhood, or your city, but there are tons of groups all over the country that focus on working to make them safer and better for the people in them,” Sledge said.
One of the best places to start is by making your voice and your values heard. As Sledge reminded me, car companies already have — and continue to spend money and time lobbying policies that are better for drivers (and their bottom lines) than others on the road. But where to begin? “First, I would look for any kind of organization in your community, your neighborhood, or your city that focuses on safe streets or fighting climate change, and see if you can get involved with them,” Sledge said. “And if you don’t have that kind of organization, start to go to your city council meetings, making your voice heard with your local representatives — those kinds of things really make a difference.”
Another great resource is Transportation for America’s Transit Advocate Guide, which takes you step-by-step through building a movement in your community. Transportation Alternatives also hosts occasional activist trainings to help you learn how to organize successful campaigns in your neighborhood.
Maybe you bought an e-bike or a monthly metro pass … but you’ve been unable to quit your car the way you thought you would. That’s okay! This is not an all-or-nothing activity. “Don’t feel guilty if you’re still driving,” Gordon stressed. Remember that “you’re operating within a system that is built for you to drive, so starting small is really good.” Every fit and start of progress helps.
Remember also that better, low- and zero-emissions-friendly infrastructure and a pedestrian-first culture aren’t going to be built overnight. Even the most hard-core among us still need to use cars occasionally. Just “reimagining how we’re going to truly allocate our public resources — our public dollars, our public services — to serve everyone, and radically rethinking how to do that, is so important,” Sledge said.
I will leave you with one last instruction for ditching your car. When you discover the bike that lets you “follow your joy, follow your bliss,” and puts a “smile on your face” — as Dean likes to say — don’t keep it to yourself.
Someone else in your community is beginning to think about ditching their car, too. It’s your turn now. Go forth. Become someone else’s enthusiastic bike geek.
Log in
To continue reading, log in to your account.
Create a Free Account
To unlock more free articles, please create a free account.
Can AI help emergency managers make faster decisions when every second counts?
Meteorologists had nothing polite to say about Tropical Storm Bertha. The “weak, disorganized, and lopsided” system made initial landfall in Louisiana last week as a “hot, sheared mess,” one that forecasters doubted would reach Texas with much oomph at all. Still, the Galveston County Consolidated Drainage District — the local flood mitigation and drainage management entity for the state’s most flood-prone county — had stood at the ready, posting updates on the storm’s progress to its Facebook feed in the lead-up.
There had been action behind the scenes, too. Since this spring, the county has relied on a new “AI-powered flood warning solution” pilot program to help local administrators identify the gaps in their understanding of the county’s flood risk and monitor rising water levels in real time. In a crisis, a chatbot could even advise them on when to issue an evacuation order.
“Imagine you’re an operator and you have to tell people to leave their homes because of floods coming in,” Todd Barr, the CEO of Axonis Decision Intelligence, which has partnered with the smart water-level sensor company Simplicity Integration in Texas’ Galveston County, told me. Axonis provides AI-assisted decision-making tools to clients in a number of time-sensitive industries, and in every case, “You want a paper trail of the data you used to make the decision — the reasoning and the model you used — and our platform does all of that,” Barr went on.
Issuing evacuation notices is a famously thorny business, and one that has resulted in high-profile and high-casualty failures, including in the Paradise, California, and Maui wildfires. Particularly noteworthy were the 2025 Kerr County floods that killed more than 100 people in Texas’ Hill Country after local officials took 90 minutes to send phone alerts once they became aware of the rising river.
In many cases, particularly in more rural counties, the teams making the evacuation decisions are small and lack sufficient training not only on when to make such a call, but even on how to word it. “The people who are put in the position of issuing the messages are doing 20 other things at the same time,” Jeannette Sutton, a researcher at the University at Albany’s Emergency and Risk Communication Message Testing Lab, told me when I reported on evacuation notices after the Los Angeles fires.
As for Galveston, “100%” of the buildings on the densely populated island are at flood risk, with modeling suggesting a worst-case-scenario hurricane could produce 26 feet of storm surge. Much of the city’s stormwater infrastructure additionally predates modern climate-change-intensified rainfall probabilities, with the district in the midst of a $54 million drainage project aimed at mitigating future flooding by building a pump station and enlarging sewer lines.
As part of the region’s ongoing resiliency work, the Galveston County Consolidated Drainage District installed seven of Simplicity’s water-level sensors —the county’s first — at locations on the mainland. (There are no sensors currently on Galveston Island proper.) Simplicity’s Axonis-powered system, SI-Ai, also pulls in data from NOAA, the U.S. Geological Survey, and Houston’s Harris County to present residents of the entire region with a live flood-risk dashboard, complete with intuitive green-yellow-red indicators to evaluate their neighborhood hazard level in real time. Operators also have their own proprietary dashboard where they can monitor sensors and are prompted to ask questions to interpret readings and open “investigations” if something appears amiss.

“If I’m the municipality, I can say, ‘Okay, here’s what the forecast is looking like and what is potentially going to happen,” Alison Reese, the COO and co-founder of Simplicity, explained to me. “Then I could ask a question like, ‘Hey, what other locations in this watershed are at high risk for flash flooding?’”
That’s where Axonis, the artificial intelligence company, comes in. “Today you would have to be like, ‘Alright! Get the weather report, quick! What’s happening? What are the sensors saying? Okay Bill, now what’s the upstream sensor saying?’” Barr said, acting out the frantic scenario of trying to source data from multiple streams at once. “All of that is what we’re automating.” (Galveston’s Office of Emergency Management is “not the POC for the flood sensor operations,” a representative told me; the drainage district oversees the Axonis-Simplicity partnership, and did not return a request for an interview. The mayor of League City, a city 35-minutes north of Galveston that is also managed by the district, has publicly criticized the SI-Ai program as a separate sensor network that duplicates the work of the Harris County Flood Control District.)
Working from the assumption that emergency managers have to parse reams of data in short periods of time — flash floods can rise as much as 10 feet in an hour — Axonis provides what is essentially a chatbot for authorities to query potential decisions ranging from road closures to evacuation notices, based on feedback from the sensors. It stops short, however, of having a dialogue box that pops up to tell operators, EVACUATE THIS NEIGHBORHOOD NOW.
When Barr demoed the program to me, he had the tool configured to create a credit risk review memo for a would-be banking client. (Axonis also has customers in the banking and defense sectors.) The dashboard essentially functioned the same as it would for Galveston County, though, and his investigation returned the kind of simplified, emoji-studded one-sheet that users of large language model-powered AI interfaces would immediately recognize. In this case, the tool identified a “🔴Risk Alert CANDIDATE” — Barr said that would be a particular sensor, in the case of Galveston — and followed it with a summary and bullet-pointed sections breaking down “⚠️Credit Risk Indicators” and “💧Liquidity Position.” (In a screenshot of an example flood report for Simplicity, shared with me, those sections were replaced by “📍Site Location” and “💧Water Level — Last 72 Hours.” I wondered what else was possible: “🌊Historic hydraulic risk”? “💀Vulnerable Populations”? )

The system then takes operators through a four-step decision-making model based on the OODA Loop, a common workflow in military contexts that involves justifying actions through evidence-based observations. “We always keep a human in the loop on these things, at least today in 2026 — though who knows in two or three years,” Barr said. He clarified in a later conversation with me, though, that “Axonis and [AI] tools should never tell you to evacuate now. It should tell you the information you need to make that decision.”
That was a point Barr stressed numerous times during our conversation: That Axonis’ chatbot is intended as a brainstorming tool or sounding board, and one that keeps a careful paper trail, “cryptographically sealing” any eventual decisions for review and attestation later. I likened it to a police body camera, and Barr didn’t dispute the similarities. “It’s an accountability tool,” he told me.
Of course, that means the burden of decision-making still falls on potentially fallible humans. I worried in particular that by sharing the responsibility with AI, human operators might get lazy or fail to properly question a decision the program might be leading them toward, particularly in an instance of hallucinated data. To the latter point, Barr told me that this is part of what Axonis is designed to address. “You can’t just take the sensor data and throw it into Claude and be like, ‘Alright, go make a decision for me.’ You need to set guard rails,” he said.
As to the former point, Barr told me the chat includes a disclaimer reminding its users that AI can make mistakes, and that the company trains its customers on how LLM technology works. “At the end of the day, it’s a tool, not a decider,” he said, although he allowed that it might be used to automatically trigger warning lights, sirens, or barriers, such as closing a flooded roadway.
I also posed the concern about complacency to Ali Mostafavi, a professor who supervises the UrbanResilience.AL Lab at Texas A&M, which researches, among other things, how artificial intelligence might be utilized in emergency contexts. Mostafavi agreed that there is always a risk in cognitive outsourcing, but that there is a “counter-argument that is also valid — that without these technologies, we have seen what can happen. We had the catastrophic floods last year in Kerr County, and if a similar technology had existed back then, an automated system could have identified the flash flood, and many young children would be alive today.”
Still, Barr told me he isn’t aware of Axonis advising in an actual evacuation order yet. While it is operational, the predictive model remains untested against its highest-stakes use case: the extremes of a climate-changed world, where formerly unthinkable outcomes may be one storm away.
“The more we can stress-test these technologies in real operational settings and use that feedback loop to improve the technologies, the better,” Mostafavi said. “But that’s easier said than done, because to have a technology implemented in an operational setting it should already be stress-tested, right?”
Bertha, though, was not that reckoning; the gusty squalls blew through Galveston last week without even disturbing the dinner reservations at the marina. But although it was already back to 90 and sunny by Monday morning on the Texas Gulf, the drainage in Galveston County, as in many places around the country, remains outdated and easily overwhelmed. One day, inevitably, the water will come. Hopefully when it does, someone or something will be watching.
The large renewables developer changes tack “in response to federal energy objectives.”
Trump’s solar freeze is now so tough that at least one renewable energy developer has asked his administration to turn their permitting application into a data center and gas-fired power plant instead.
Renew Development HoldCo – an LLC created by Clearway Energy Group – wrote the Bureau of Land Management in April asking if they could amend their 2021 application to build the Amber solar project, a 500-megawatt solar project in the Nevada desert that would require building on federal land. Their requested change? “[T]o formally remove the proposed solar facility and replace it with the development of a proposed data center and natural gas facility,” according to a copy of the letter I obtained.
“This amendment is the result of a shift in our internal development priorities and an updated assessment of project timing, in order to better align with the goals of our Administration,” reads the letter, which is dated April 3 and signed by Clearway’s chief development officer John Woody. “The data center concept is in exploratory early stages and as such has a longer and more flexible development horizon, and we believe its schedule will better align with the Bureau’s current workload and staffing plans.”
Now, this swap is somewhat shocking but shouldn’t exactly be a surprise. Companies with federal energy leases are struggling to get their renewable projects permitted by a hostile Trump administration. We’ve already seen some offshore wind developers ditch their leases in favor of payouts and commitments to build more fossil infrastructure. Clearway Energy Group is owned by Global Infrastructure Partners and TotalEnergies, the latter of which struck such a deal in March.
But this does appear to represent an aberration for Clearway, one of the nation’s largest operators of renewable energy projects and whose marketing materials primarily focus on “clean energy.” Nearly all of the company’s portfolio is carbon-free power or energy storage generation sans a handful of “flexible generation” energy projects in California, according to an online map of their project pipeline. The company did not disclose in the documents I reviewed if the gas plant itself would power the data center, provide power to the wider grid, or both.
Candidly, I’ve been watching like a hawk to see if Trump’s chokehold on solar and wind permits would lead to more gas infrastructure and data centers on federal property instead. And companies are getting data center permits when they ask to swap out their solar farm for AI infrastructure. On Friday, I reported that a joint venture involving renewables developer Arevon and energy trader Bill Perkins got permission from BLM to switch an environmental permit tied to a solar farm for one allowing a new data center. Environmentalists plan to legally challenge BLM’s determination as they say it’s a test case for the future of federal land policy.
It’s unclear if Clearway would be the one to build and construct this hypothetical data center and power plant. I for one can’t find any evidence of Clearway developing data centers before. My best guess is that if they do move forward with this, it would look like the joint venture I covered on Friday, where Arevon distanced itself from the actual day-to-day operations of the development and a new firm specializing in data centers came in. But that’s just a hunch and there’s a saying about assumptions.
Nevertheless, Clearway is clearly handling the permitting side. Attached to the Clearway letter was an application also sent to BLM for constructing utility and telecommunications facilities on federal lands, a document technically known as an SF299. The application states Clearway considered using solar energy for the data center as well as using private land, but their alternative designs weren’t selected because they had “higher environmental and stakeholder conflicts.”
Also, in a section of the document requesting Clearway provide a “statement of need for the project,” the developer said it was submitting this proposal “in response to federal energy objectives” and specifically cited Trump’s Day 1 executive order which the company said “encourage[d] development of reliable energy projects on federal lands.”
I reached out to Clearway asking for more information on the letter and application. In response, the company claimed the solar project wasn’t being killed – it simply was moved to private land. They also declined to comment on the data center and gas project. Instead, I was provided a statement attributable to an unnamed spokesperson that “while we do not comment on any individual application while it moves through federal approval processes, we are pleased to be advancing more than 4 GW of solar and battery resources in Nevada on private and public lands and expect those projects to deliver tremendous economic benefits to the communities where they’re built.”
“Clearway values its strong working partnership with the BLM, its Southern Nevada office, and also with state and local interests in Nevada. Across all of these relationships, we continuously assess how best to develop and deliver infrastructure that meets needs and aligns with local and national policies and goals.”
Current conditions: Hurricane Genevieve formed into the first major storm of the season, strengthening to Category 4 off Mexico’s Pacific Coast on Sunday but steering clear of any land for now • Hurricane Fausto, meanwhile, is weakening as it heads toward Hawaii • China evacuated hundreds of thousands of people as Typhoon Noul made landfall.

Wildfires in France and Spain forced roughly 300,000 people to evacuate their homes in what the French Interior Minister Laurent Nuñez called an “unprecedented” blaze. In Spain, the central western province of Avila suffered what the broadcaster France24 described as its “worst blaze in recent history” as Prime Minister Pedro Sanchez directly linked the disaster to climate change. By Sunday evening, in France, flames had come within nine miles of the southwestern city of Bordeaux in the heart of the nation's storied winelands as President Emmanuel Macron vowed to “rebuild.” Others saw the disaster as a sign of overdue lifestyle and infrastructure changes in the face of a warming planet. In Le Monde, the newspaper of record, the philosopher Cynthia Fleury and the Socialist mayor of the town of Saint-Médard-en-Jalles, Stéphane Delpeyrat-Vincen, argued: “What is burning is not just forests, but a way of inhabiting the land that is no longer possible.” The fires come weeks after a series of historic heat waves in Europe, including the hottest June on record, which made tinderboxes of parched woodlands.
President Donald Trump last week announced a landmark deal with Saudi Arabia to help build the kingdom’s first nuclear power station, besting the Russians and the Chinese in a race to tap into one of the world’s most coveted new export markets for atomic power technology. While the White House has yet to release all the details on the geopolitically meteoric agreement with Riyadh, sources with knowledge of the deal have confirmed to me what’s been reported elsewhere — that the deal will almost certainly include new large-scale Westinghouse AP1000s. Over the weekend, The New York Times identified another element to the partnership: Trump’s family and personal friends may benefit. The newspaper pointed to ties between a firm owned by Secretary of Commerce Howard Lutnick’s sons and Westinghouse; links between Eric Trump and Donald Trump Jr.’s investments into quantum computing and former Texas Governor Rick Perry’s Fermi America project to build AP1000s in Texas; and suggested that TAE Technologies, the fusion company merging with the corporate parent of Trump’s Truth Social platform, could see potential benefits from the Saudi deal. “There is no evidence at this point that Mr. Trump’s friends or family helped orchestrate the Saudi nuclear deal,” reporters Eric Lipton and Kate Kelly wrote. “Yet a number of the president’s allies and relatives, including members of his cabinet, stand to benefit if his big bet on nuclear power pays off. Certain investors with ties to these deals are positioned to profit, even if the delivery of large new loads of nuclear-powered electricity remains years away.”
The Trump administration is, in fact, making a real attempt at building new AP1000s at home. As my colleague Robinson Meyer wrote last month, a major Department of Energy deal would help utilities buy the parts needed to build more Westinghouse reactors.
Chip giant Nvidia is considering providing a $250 billion backstop to fund OpenAI’s data center project in southern Ohio, The Wall Street Journal reported on Sunday. The deal would guarantee up to half of the capital needed to lease SoftBank’s 10-gigawatt data center to supply computing power to the ChatGPT maker.
GE Vernova’s backlog of orders for gas turbines, meanwhile, now stretches to 2031 and accounts for a cumulative 116 gigawatts of power-producing capacity. In its latest earnings call, covered in Utility Dive at the end of last week, the company posted double-digit revenue and order growth in the division that supplies equipment for gas, hydro, nuclear, and grid facilities.
Sign up to receive Heatmap AM in your inbox every morning:
Back in February, I told you that Japan was stepping up its efforts to extract rare earths from seabed minerals. On Friday, Tokyo confirmed it had discovered that medium and heavy rare earth elements accounted for about 54% of the rare earths mined from mud recovered from a remote Pacific island, Mining.com reported. The finds come after the government-backed vessel Chikyu sucked nearly 50 metric tons of mud from Minamitori Island, an uninhabited atoll located closer to Wake Island than Tokyo. Heavy rare earths, such as dysprosium, terbium, and yttrium — and medium rare earths such as samarium, europium, and gadolinium — are trickier to process. China controls the market for both categories by a wider margin than for light rare earths. That makes Japan’s discovery so exciting. Separating metals out of the mud could be an easier process than from other ores, potentially supplying the democratic world with a new source of non-Chinese minerals.
When the Biden administration tried putting rules in place for producing clean hydrogen, as my colleague Emily Pontecorvo explained nicely at the time, the regulations posed a problem for efforts to make fuel through nuclear-powered electrolysis. That’s because the incentives to ensure developers built new solar and wind rather than cannibalizing existing grid resources for hydrogen production made it impossible for nuclear reactors to qualify. Companies such as Constellation Energy, which had the nation’s leading experiment in nuclear-powered hydrogen production, protested. It all turned out to be for nought, since Trump ultimately wiped out the tax credits. As with so much nuclear technology that faces political tumult in America, South Korea is moving in to try its hand at hydrogen fuel production. Korea Hydro & Nuclear Power, the country’s state-owned nuclear giant, said it will launch a pilot program to produce hydrogen using heat and electricity from reactors, Hydrogen Insight reported last week.
India, meanwhile, is beefing up its plans for small modular reactors. Earlier this month, I reminded you about New Delhi’s plans to open its nuclear sector to foreign investments after years of icing out all but Russia’s state nuclear vendor. That isn’t to say India isn’t looking to continue building its own indigenously-designed units. On Friday, NucNet reported that the country plans to develop and operate at least five of its own SMR designs by 2033.
Last week, Heatmap editorial fellow Ameya Hadap broke news that Koloma, a startup seeking to spur natural production of hydrogen, had inked a deal to look for gas deposits across 817 square miles of the Philippines’ largest island, Luzon. It’s not the only subsurface search for clean energy. Last week, the country’s Economy and Development Council approved the Philippines’ first financing package to de-risk geothermal investments, Think Geo Energy reported.