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The hyperscaler is going big on human intelligence to help power its artificial intelligence.

Google is on an AI hiring spree — and not just for people who can design chips and build large language models. The tech giant wants people who can design energy systems, too.
Google has invested heavily of late in personnel for its electricity and infrastructure-related teams. Among its key hires is Tyler Norris, a former Duke University researcher and one of the most prominent proponents of electricity demand flexibility for data centers, who started in November as “head of market innovation” on the advanced energy team. The company also hired Doug Lewin, an energy consultant and one of the most respected voices in Texas energy policy, to lead “energy strategy and market design work in Texas,” according to a note he wrote on LinkedIn. Nathan Iyer, who worked on energy policy issues at RMI, has been a contractor for Google Clean Energy for about a year. (The company also announced Monday that it’s shelling out $4.5 billion to acquire clean energy developer Intersect.)
“To me, it’s unsurprising. I love the work of all the people they’ve been hiring,” Peter Freed, a former Meta energy executive and the founder of Near Horizon Group, told me. “Google has always been willing to do bleeding edge stuff — that’s one of the cool things about Google.”
Google declined to comment on its staffing moves, but other figures who have extensive energy experience argued that working at a big energy buyer like Google is a necessary step to becoming a well-rounded energy pro.
“I think that evangelists, technologists, compliance officers, and visionaries all have to be one and the same person, or a small gathering of a few people who can have and share all of those roles simultaneously,” Arushi Sharma Frank, an energy industry consultant and investor, told me of Google’s recent hiring push. She also told me that Spencer Cummings, the deputy chief digital officer at the Federal Energy Regulatory Commission, will soon join Google’s public service team, posting about the hire on LinkedIn. (Cummings himself did not respond to a request for comment.)
The spate of hiring suggests that Google sees its data center buildout and its longstanding clean energy goals as intertwined, and is throwing all the talent it can at the problem in an attempt to avoid unnecessary greenhouse gas emissions.
Google has been developing clean energy resources for almost 20 years, and has long been one of the most aggressive and innovative tech giants in creating new financial and legal structures to help support them.
After first matching its annual energy usage with renewable output in 2017, the company has since upped its goal, aiming to match its hour-by-hour energy use in the areas where its operations are actually located. This means making investments beyond wind and solar into more capital intensive and complex power generation, projects such as geothermal or even advanced nuclear.
At the same time, big tech companies are already facing political blowback from their buildouts of multi-billion-dollar, gigawatt-scale data centers for artificial intelligence at a time of rising electricity prices. Google has also been a leader in attempting to head off those issues, including by contracting with utilities to commit to paying the transmission costs over the long term so that they don’t get spread to the rest of a utility’s customers. Another way might be to have data centers work more intermittently, at times when the grid is least stressed, and thus not increase peak demand — i.e. the method Norris has proposed.
Google’s recent hiring indicates that these are strategies it will continue to refine as its data center buildout moves forward. Norris wrote on X that he’ll “be focused on identifying and advancing innovations to better enable electricity markets to accommodate AI-driven demand and clean energy technologies.” Lewin, meanwhile, said that his remit will be “creating and implementing strategies to integrate data centers into the grid in ways that lower costs for all energy consumers while strengthening the grid.”
That Google is after energy talent in Texas should be no surprise — the company is planning to invest some $40 billion in Texas alone through 2027, Google chief executive Sundar Pichai wrote on LinkedIn.
“In general, all of the tech companies are so flat out trying to deliver any megawatt of data center capacity they possibly can,” Freed said.
In its most recent quarter alone, Google’s parent company Alphabet spent $24 billion on capital expenditures, the “vast majority” of which was “technical infrastructure” split between servers, data centers, and networking equipment, Anat Ashkenazi, Alphabet’s chief financial officer, said in the company’s third quarter earnings call in October. Ashkenazi said that full-year capital expenditures would be between $91 billion and $95 billion this year — and that 2026 would see a “significant increase.”
That spending “will continue to put pressure” on profits, Ashkenazi said, and specifically called “related data center operation costs, such as energy” a factor in that.
The data center buildout also puts more pressure on Google’ sustainability goals. “While we remain committed to our climate moonshots, it’s become clear that achieving them is now more complex and challenging across every level,” the company said in its 2025 environmental report. The issue, Google said, was a mismatch between accelerating demand for energy and available supply of the clean stuff.
The “rapid evolution of AI” — an evolution that is being actively spurred on by Google — “may drive non-linear growth in energy demand, which makes our future energy needs and emissions trajectories more difficult to predict,” the company said in the report. As for clean energy, “a key challenge is the slower-than-needed deployment of carbon-free energy technologies at scale, and getting there by 2030 will be very difficult.”
It’s not lost on people — okay, not lost on me — that many of these Google hires are some of the most prominent voices in energy and electricity policy today, with largely independent platforms now being absorbed into a $3.7 trillion company. But while this might be a loss for the media industry as the roster of experts available for us to consult gets absorbed into the Googleplex, it’s likely a good thing for energy policy development overall, Sharma Frank said.
“I think that we are under-indexing in this country largely on how important it actually is for strong public voices to go inside impact-creation companies," she told me, adding — “and then for those companies to eventually release those people back out into the wild so that they can drive impact in new ways.”
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A chat with CleanCapital founder Jon Powers.
This week’s conversation is with Jon Powers, founder of the investment firm CleanCapital. I reached out to Powers because I wanted to get a better understanding of how renewable energy investments were shifting one year into the Trump administration. What followed was a candid, detailed look inside the thinking of how the big money in cleantech actually views Trump’s war on renewable energy permitting.
The following conversation was lightly edited for clarity.
Alright, so let’s start off with a big question: How do investors in clean energy view Trump’s permitting freeze?
So, let’s take a step back. Look at the trend over the last decade. The industry’s boomed, manufacturing jobs are happening, the labor force has grown, investments are coming.
We [Clean Capital] are backed by infrastructure life insurance money. It’s money that wasn’t in this market 10 years ago. It’s there because these are long-term infrastructure assets. They see the opportunity. What are they looking for? Certainty. If somebody takes your life insurance money, and they invest it, they want to know it’s going to be there in 20 years in case they need to pay it out. These are really great assets – they’re paying for electricity, the panels hold up, etcetera.
With investors, the more you can manage that risk, the more capital there is out there and the better cost of capital there is for the project. If I was taking high cost private equity money to fund a project, you have to pay for the equipment and the cost of the financing. The more you can bring down the cost of financing – which has happened over the last decade – the cheaper the power can be on the back-end. You can use cheaper money to build.
Once you get that type of capital, you need certainty. That certainty had developed. The election of President Trump threw that into a little bit of disarray. We’re seeing that being implemented today, and they’re doing everything they can to throw wrenches into the growth of what we’ve been doing. They passed the bill affecting the tax credits, and the work they’re doing on permitting to slow roll projects, all of that uncertainty is damaging the projects and more importantly costs everyone down the road by raising the cost of electricity, in turn making projects more expensive in the first place. It’s not a nice recipe for people buying electricity.
But in September, I went to the RE+ conference in California – I thought that was going to be a funeral march but it wasn’t. People were saying, Now we have to shift and adjust. This is a huge industry. How do we get those adjustments and move forward?
Investors looked at it the same way. Yes, how will things like permitting affect the timeline of getting to build? But the fundamentals of supply and demand haven’t changed and in fact are working more in favor of us than before, so we’re figuring out where to invest on that potential. Also, yes federal is key, but state permitting is crucial. When you’re talking about distributed generation going out of a facility next to a data center, or a Wal-Mart, or an Amazon warehouse, that demand very much still exists and projects are being built in that middle market today.
What you’re seeing is a recalibration of risk among investors to understand where we put our money today. And we’re seeing some international money pulling back, and it all comes back to that concept of certainty.
To what extent does the international money moving out of the U.S. have to do with what Trump has done to offshore wind? Is that trade policy? Help us understand why that is happening.
I think it’s not trade policy, per se. Maybe that’s happening on the technology side. But what I’m talking about is money going into infrastructure and assets – for a couple of years, we were one of the hottest places to invest.
Think about a European pension fund who is taking money from a country in Europe and wanting to invest it somewhere they’ll get their money back. That type of capital has definitely been re-evaluating where they’ll put their money, and parallel, some of the larger utility players are starting to re-evaluate or even back out of projects because they’re concerned about questions around large-scale utility solar development, specifically.
Taking a step back to something else you said about federal permitting not being as crucial as state permitting–
That’s about the size of the project. Huge utility projects may still need federal approvals for transmission.
Okay. But when it comes to the trendline on community relations and social conflict, are we seeing renewable energy permitting risk increase in the U.S.? Decrease? Stay the same?
That has less to do with the administration but more of a well-structured fossil fuel campaign. Anti-climate, very dark money. I am not an expert on where the money comes from, but folks have tried to map that out. Now you’re even seeing local communities pass stuff like no energy storage [ordinances].
What’s interesting is that in those communities, we as an industry are not really present providing facts to counter this. That’s very frustrating for folks. We’re seeing these pass and honestly asking, Who was there?
Is the federal permitting freeze impacting investment too?
Definitely.
It’s not like you put money into a project all at once, right? It happens in these chunks. Let’s say there’s 10 steps for investing in a project. A little bit of money at step one, more money at step two, and it gradually gets more until you build the project. The middle area – permitting, getting approval from utilities – is really critical to the investments. So you’re seeing a little bit of a pause in when and how we make investments, because we sometimes don’t know if we’ll make it to, say, step six.
I actually think we’ll see the most impact from this in data center costs.
Can you explain that a bit more for me?
Look at northern Virginia for a second. There wasn’t a lot of new electricity added to that market but you all of the sudden upped demand for electricity by 20 percent. We’re literally seeing today all these utilities putting in rate hikes for consumers because it is literally a supply-demand question. If you can’t build new supply, it's going to be consumers paying for it, and even if you could build a new natural gas plant – at minimum that will happen four-to-six years from now. So over the next four years, we’ll see costs go up.
We’re building projects today that we invested in two years ago. That policy landscape we invested in two years ago hasn’t changed from what we invested into. But the policy landscape then changed dramatically.
If you wipe out half of what was coming in, there’s nothing backfilling that.
Plus more on the week’s biggest renewables fights.
Shelby County, Indiana – A large data center was rejected late Wednesday southeast of Indianapolis, as the takedown of a major Google campus last year continues to reverberate in the area.
Dane County, Wisconsin – Heading northwest, the QTS data center in DeForest we’ve been tracking is broiling into a major conflict, after activists uncovered controversial emails between the village’s president and the company.
White Pine County, Nevada – The Trump administration is finally moving a little bit of renewable energy infrastructure through the permitting process. Or at least, that’s what it looks like.
Mineral County, Nevada – Meanwhile, the BLM actually did approve a solar project on federal lands while we were gone: the Libra energy facility in southwest Nevada.
Hancock County, Ohio – Ohio’s legal system appears friendly for solar development right now, as another utility-scale project’s permits were upheld by the state Supreme Court.
The offshore wind industry is using the law to fight back against the Trump administration.
It’s time for a big renewable energy legal update because Trump’s war on renewable energy projects will soon be decided in the courts.
A flurry of lawsuits were filed around the holidays after the Interior Department issued stop work orders against every offshore wind project under construction, citing a classified military analysis. By my count, at least three developers filed individual suits against these actions: Dominion Energy over the Coastal Virginia offshore wind project, Equinor over Empire Wind in New York, and Orsted over Revolution Wind (for the second time).
Each of these cases are moving on separate tracks before different district courts and the urgency is plain. I expect rulings in a matter of days, as developers have said in legal filings that further delays could jeopardize the completion of these projects due to vessel availability and narrow timelines for meeting power contracts with their respective state customers. In the most dire case, Equinor stated in its initial filing against the government that if the stop work order is implemented as written, it would “likely” result in the project being canceled. Revolution Wind faces similar risks, as I’ve previously detailed for Heatmap.
Meanwhile, around the same time these cases were filed, a separate lawsuit was dropped on the Interior Department from a group of regional renewable energy power associations, including Interwest Energy Alliance, which represents solar developers operating in the American Southwest – ground zero for Trump’s freeze on solar permits.
This lawsuit challenges Interior Secretary Doug Burgum’s secretarial orders requiring his approval for renewable energy decisions, the Army Corps of Engineers’ quiet pause on wetlands approvals, and the Fish and Wildlife Services’ ban on permitting eagle takes, as well as its refusal to let developers know if they require species consultations under the Endangered Species Act. The case argues that the administration is implementing federal land law “contrary to Congress’ intent” by “unlawfully picking winners and losers among energy sources,” and that these moves violate the Administrative Procedures Act.
I expect crucial action in this case imminently, too. On Thursday, these associations filed a motion declaring their intent to seek a preliminary injunction against the administration while the case is adjudicated because, as the filing states, the actions against the renewables sector are “currently costing the wind and solar industry billions of dollars.”
Now, a victory here wouldn’t be complete, since a favorable ruling would likely be appealed and the Trump administration has been reluctant to act on rulings they disagree with. Nevertheless, it would still be a big win for renewables companies frozen by federal bureaucracy and ammo in any future legal or regulatory action around permit activity.
So far, Trump’s war on solar and wind has not really been tested by the courts, sans one positive ruling against his anti-wind Day One executive order. It’s easy in a vacuum to see these challenges and think, Wow, the industry is really fighting back! Maybe they can prevail? However I want to remind my readers that simply having the power of the federal government grants one the capacity to delay commercial construction activity under federal purview, no matter the legality. These matters can become whack-a-mole quite quickly.
Dominion Energy’s Coastal Virginia offshore wind project is one such example. Intrepid readers of The Fight may remember I was first to report the Trump administration might try to mess around with the permits previously issued for construction through litigation brought by anti-renewables activists, arguing the government did not adequately analyse potential impacts to endangered whales. Well, it appears we’re getting closer to an answer: In a Dec. 18 filing submitted in that lawsuit, Justice Department attorneys said they have been “advised” that the Interior Department is now considering whether to revoke permits for the project.
Dominion did not respond to a request for comment about this filing, but it is worth noting that the DOJ’s filing concedes Dominion is aware of this threat and “does not concede the propriety” of any review or revocation of the permits.
I don’t believe this alone would kill Coastal Virginia given the project is so far along in construction. But I expect a death by a thousand cuts strategy from the Trump team against renewable energy projects writ large, regardless of who wins these cases.