The world can't keep on with what it's doing and expect to reach its goals when it comes to climate change. Radical innovations are needed at this point, writes Scott Nyquist. Photo via Getty Images

Almost 3 years ago, McKinsey published a report arguing that limiting global temperature rises to 1.5 degrees Celsius above pre-industrial levels was “technically achievable,” but that the “math is daunting.” Indeed, when the 1.5°C figure was agreed to at the 2015 Paris climate conference, the assumption was that emissions would peak before 2025, and then fall 43 percent by 2030.

Given that 2022 saw the highest emissions ever—36.8 gigatons—the math is now more daunting still: cuts would need to be greater, and faster, than envisioned in Paris. Perhaps that is why the Intergovernmental Panel on Climate Change (IPCC) noted March 20 (with “high confidence”) that it was “likely that warming will exceed 1.5°C during the 21st century.”

I agree with that gloomy assessment. Given the rate of progress so far, 1.5°C looks all but impossible. That puts me in the company of people like Bill Gates; the Economist; the Australian Academy of Science, and apparently many IPCC scientists. McKinsey has estimated that even if all countries deliver on their net zero commitments, temperatures will likely be 1.7°C higher in 2100.

In October, the UN Environment Program argued that there was “no credible pathway to 1.5°C in place” and called for “an urgent system-wide transformation” to change the trajectory. Among the changes it considers necessary: carbon taxes, land use reform, dietary changes in which individuals “consume food for environmental sustainability and carbon reduction,” investment of $4 trillion to $6 trillion a year; applying current technology to all new buildings; no new fossil fuel infrastructure. And so on.

Let’s assume that the UNEP is right. What are the chances of all this happening in the next few years? Or, indeed, any of it? President Obama’s former science adviser, Daniel Schrag, put it this way: “ Who believes that we can halve global emissions by 2030?... It’s so far from reality that it’s kind of absurd.”

Having a goal is useful, concentrating minds and organizing effort. And I think that has been the case with 1.5°C, or recent commitments to get to net zero. Targets create a sense of urgency that has led to real progress on decarbonization.

The 2020 McKinsey report set out how to get on the 1.5°C pathway, and was careful to note that this was not a description of probability or reality but “a picture of a world that could be.” Three years later, that “world that could be” looks even more remote.

Consider the United States, the world’s second-largest emitter. In 2021, 79 percent of primary energy demand (see chart) was met by fossil fuels, about the same as a decade before. Globally, the figures are similar, with renewables accounting for just 12.5 percent of consumption and low-emissions nuclear another 4 percent. Those numbers would have to basically reverse in the next decade or so to get on track. I don’t see how that can happen.

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Credit: Energy Information Administration

But even if 1.5°C is improbable in the short term, that doesn’t mean that missing the target won’t have consequences. And it certainly doesn’t mean giving up on addressing climate change. And in fact, there are some positive trends. Many companies are developing comprehensive plans for achieving net-zero emissions and are making those plans part of their long-term strategy. Moreover, while global emissions grew 0.9 percent in 2022, that was much less than GDP growth (3.2 percent). It’s worth noting, too, that much of the increase came from switching from gas to coal in response to the Russian invasion of Ukraine; that is the kind of supply shock that can be reversed. The point is that growth and emissions no longer move in lockstep; rather the opposite. That is critical because poorer countries are never going to take serious climate action if they believe it threatens their future prosperity.

Another implication is that limiting emissions means addressing the use of fossil fuels. As noted, even with the substantial rise in the use of renewables, coal, gas, and oil are still the core of the global energy system. They cannot be wished away. Perhaps it is time to think differently—that is, making fossil fuels more emissions efficient, by using carbon capture or other technologies; cutting methane emissions; and electrifying oil and gas operations. This is not popular among many climate advocates, who would prefer to see fossil fuels “stay in the ground.” That just isn’t happening. The much likelier scenario is that they are gradually displaced. McKinsey projects peak oil demand later this decade, for example, and for gas, maybe sometime in the late 2030s. Even after the peak, though, oil and gas will still be important for decades.

Second, in the longer term, it may be possible to get back onto 1.5°C if, in addition to reducing emissions, we actually remove them from the atmosphere, in the form of “negative emissions,” such as direct air capture and bioenergy with carbon capture and storage in power and heavy industry. The IPCC itself assumed negative emissions would play a major role in reaching the 1.5°C target; in fact, because of cost and deployment problems, it’s been tiny.

Finally, as I have argued before, it’s hard to see how we limit warming even to 2°C without more nuclear power, which can provide low-emissions energy 24/7, and is the largest single source of such power right now.

None of these things is particularly popular; none get the publicity of things like a cool new electric truck or an offshore wind farm (of which two are operating now in the United States, generating enough power for about 20,000 homes; another 40 are in development). And we cannot assume fast development of offshore wind. NIMBY concerns have already derailed some high-profile projects, and are also emerging in regard to land-based wind farms.

Carbon capture, negative emissions, and nuclear will have to face NIMBY, too. But they all have the potential to move the needle on emissions. Think of the potential if fast-growing India and China, for example, were to develop an assembly line of small nuclear reactors. Of course, the economics have to make sense—something that is true for all climate-change technologies.

And as the UN points out, there needs to be progress on other issues, such as food, buildings, and finance. I don’t think we can assume that such progress will happen on a massive scale in the next few years; the actual record since Paris demonstrates the opposite. That is troubling: the IPCC notes that the risks of abrupt and damaging impacts, such as flooding and crop yields, rise “with every increment of global warming.” But it is the reality.

There is one way to get us to 1.5°C, although not in the Paris timeframe: a radical acceleration of innovation. The approaches being scaled now, such as wind, solar, and batteries, are the same ideas that were being discussed 30 years ago. We are benefiting from long-term, incremental improvements, not disruptive innovation. To move the ball down the field quickly, though, we need to complete a Hail Mary pass.

It’s a long shot. But we’re entering an era of accelerated innovation, driven by advanced computing, artificial intelligence, and machine learning that could narrow the odds. For example, could carbon nanotubes displace demand for high-emissions steel? Might it be possible to store carbon deep in the ocean? Could geo-engineering bend the curve?

I believe that, on the whole, the world is serious about climate change. I am certain that the energy transition is happening. But I don’t think we are anywhere near to being on track to hit the 1.5°C target. And I don’t see how doing more of the same will get us there.

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Scott Nyquist is a senior advisor at McKinsey & Company and vice chairman, Houston Energy Transition Initiative of the Greater Houston Partnership. The views expressed herein are Nyquist's own and not those of McKinsey & Company or of the Greater Houston Partnership. This article originally ran on LinkedIn.

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Fervo secures $421M in financing for Cape Station construction

fresh funding

Houston geothermal unicorn Fervo Energy has closed $421 million in non-recourse debt financing for the first phase of its flagship Cape Station project in Beaver County, Utah.

Fervo believes Cape Station can meet the needs of surging power demand from data centers, domestic manufacturing and an energy market aiming to use clean and reliable power. According to the company, Cape Station will begin delivering its first power to the grid this year and is expected to reach approximately 100 megwatts of operating capacity by early 2027. Fervo added that it plans to scale to 500 megawatts.

The $421 million financing package includes a $309 million construction-to-term loan, a $61 million tax credit bridge loan, and a $51 million letter of credit facility. The facilities will fund the remaining construction costs for the first phase of Cape Station, and will also support the project’s counterparty credit support requirements.

Coordinating lead arrangers include Barclays, BBVA, HSBC, MUFG, RBC and Société Générale, with additional participation from Bank of America, J.P. Morgan and Sumitomo Mitsui Trust Bank, Limited, New York Branch.

“As demand for firm, clean, affordable power accelerates, EGS (Enhanced Geothermal Systems) is set to become a core energy asset class for infrastructure lenders,” Sean Pollock, managing director, project Finance at RBC Capital Markets, said in a news release. “Fervo is pioneering this step change with Cape Station, a vital contribution to American energy security that RBC is proud to support.”

The oversubscribed financing marks Cape Station’s shift from early-stage and bridge funding to a long-term, non-recourse capital structure, according to the news release.

“Non-recourse financing has historically been considered out of reach for first-of-a-kind projects,” David Ulrey, CFO of Fervo Energy, said in a news release. “Cape Station disrupts that narrative. With proven oil and gas technology paired with AI-enabled drilling and exploration, robust commercial offtake, operational consistency, and an unrelenting focus on health and safety, we have shown that EGS is a highly bankable asset class.”

Fervo continues to be one of the top-funded startups in the Houston area. The company has raised about $1.5 billion prior to the latest $421 million. It also closed a $462 million Series E in December.

According to Axios Pro, Fervo filed for an IPO that would value the company between $2 billion and $3 billion in January.

HETI members to take the stage at CERAWeek 2026 in Houston

The View from HETI

CERAWeek returns to Houston March 23–27, convening global industry leaders to explore the trends shaping the future of energy.

The Greater Houston Partnership’s Houston Energy Transition Initiative (HETI) members will play a key role in this year’s program, contributing to discussions spanning digital innovation, power systems, decarbonization and workforce. Below are the sessions featuring HETI members throughout the week:

AI in Energy: Managing the Transformation
Monday, March 23 | 9:30-10:00 a.m.
Speakers: Hector Rocha, Accenture; Rebecca Hofmann, Blockchain For Energy; Paul Markwell, S&P Global

Scaling Innovation: Building the Ecosystem for the Next Energy Breakthroughs
Monday, March 23 | 10:30-11:10 a.m.
Speakers: Graham Gordon, Accenture; Carolyn Seto, S&P Global; Bernie Bulkin, Global Energy Infrastructure Plc; Georgina Campbell Flatter, Greentown Labs
Examines how partnerships across capital, policy and infrastructure can accelerate commercialization and scaling of breakthrough energy technologies.

Oil Strategies for a World in Transition
Monday, March 23 | 11:15-11:55 a.m.
Speakers: Olivier Le Peuch, SLB; Anders Opedal, Equinor; Vicki Hollub, Occidental; Atul Arya, S&P Global
Discusses how producers are adapting portfolio strategies to balance resilience, demand outlooks and transition pressures.

Gas: Growing Markets and New Players
Monday, March 23 | 12:00-12:40 p.m.
Speakers: Liz Westcott, Woodside Energy; Toby Rice, EQT Corporation; Shankari Srinivasan, S&P Global; Ryosuke Tsugaru, JERA CO., INC.

Advances in Exploration Technologies for Oil & Gas and Mining
Monday, March 23 | 1:30-2:10 p.m.
Speakers: Amy Callahan, Accenture; Hussein Shel, Amazon Web Services; Oscar Abbink, S&P Global
Highlights sensing, imaging and AI tools improving discovery efficiency and sustainability in exploration.

AI in Action: From Pilot to Profit
Monday, March 23 | 1:30-2:00 p.m.
Speakers: Shridevi Bale, Accenture; Paul Gruenwald, S&P Global
Shares lessons from scaling AI deployments beyond pilots into measurable operational value.

Power Networks: Collaborating to Meet Demand
Monday, March 23 | 2:15-2:55 p.m.
Speakers: Lawrence Coben, NRG Energy; Jim Murphy, Invenergy; Eduard Sala de Vedruna, S&P Global
Examines grid readiness and collaboration models needed to manage surging electricity demand.

New Phase of Gas: From Regional Security to Global Market Integration
Monday, March 23 | 3:00-3:40 p.m.
Speakers: Cederic Cremers, Shell; Balaji Krishnamurthy, Chevron; Kevin Gallagher, Santos; Mansoor Al Hamed, Mubadala Energy; Dave Ernsberger, S&P Global
Discusses LNG’s evolving role in global integration, energy security and future pricing structures.

Transforming Upstream: Pathways to Scaling New Technologies
Monday, March 23 | 7:00-8:30 p.m.
Speakers: Rami El Debs, Accenture; Trey Lowe, Devon Energy; Bader Al-Attar, Kuwait Petroleum Corporation
Explores adoption of advanced digital and automation technologies in upstream operations.

Leadership Dialogue
Tuesday, March 24 | 9:00-9:20 a.m.
Speakers: Wael Sawan, Shell; Daniel Yergin, S&P Global

One Grid, One ASEAN: Building a Shared Clean Energy Future
Tuesday, March 24 | 10:30-11:10 a.m.
Speakers: Akihiro Ondo, Mitsubishi Power; Gauri Jauhar, S&P Global

Harmonizing Carbon Accounting: Charting a Path Forward
Tuesday, March 24 | 10:40-11:20 a.m.
Speakers: Edward Stones, Dow; Sasha Mackler, ExxonMobil; Musaab Al-Mulla, Saudi Aramco; Kevin Birn, S&P Global
Examines efforts to standardize emissions accounting to improve comparability and market transparency.

Global Exploration Revival: Lessons and New Strategies
Tuesday, March 24 | 11:30-12:10 p.m.
Speakers: John Ardill, ExxonMobil; Dan Pratt, S&P Global; Guido Brusco, Eni

How Will AI Change the Game for Energy Profitability?
Tuesday, March 24 | 12:20-1:00 p.m.
Speakers: Rakesh Jaggi, SLB; Jim Masso, Honeywell; Atul Arya, S&P Global; Darryl Willis, Microsoft; Renata Baruzzi, Petrobras
Examines how AI and cloud technologies could reshape cost structures and performance across energy systems.

Balancing Act: Price, Reliability and the Global Call on U.S. Energy
Tuesday, March 24 | 2:35-3:15 p.m.
Speakers: Stéphane Michel, TotalEnergies; Eleonor Kramarz, S&P Global; Matt Schatzman, NextDecade; Brian Falik, Mercuria Energy America
Explores tensions between domestic supply reliability and global export opportunities.

The Future of Upstream: Matching Capital Discipline with Opportunity
Tuesday, March 24 | 2:35-3:15 p.m.
Speakers: Richard Jackson, Occidental; Philippe Mathieu, Equinor; Niloufar Molavi, PwC; Bob Fryklund, S&P Global

Transforming the Energy Industry: How Will Technology Change Business Models?
Tuesday, March 24 | 2:35- 3:15 p.m.
Speakers: Ryder Booth, Chevron; Peter Terwiesch, ABB; Atul Arya, S&P Global
Examines digital transformation and new partnership models reshaping energy value chains.

Sustainable Solutions: Partnership, Technology and Innovative Paths
Tuesday, March 24 | 3:25-4:05 p.m.
Speakers: Barry Engle, ExxonMobil; Luis Cabra, Repsol; Leanne Todd, S&P Global; Roeland Baan, Topsoe
Highlights collaborative approaches to deploying scalable decarbonization solutions.

The Future of Refining: Resilience, Innovation and Low-Carbon Pathways
Tuesday, March 24 | 3:25-4:05 p.m.
Speakers: Amber Russell, bp; Kurt Barrow, S&P Global; Martijn van Koten, OMV; Atsuhiko Hirano, Idemitsu; Magnus Heimburg, VAROPreem
Explores how refining and supply chains are adapting to policy, demand and emissions pressures.

Reinventing Business Strategies: Thriving in the New Energy Economy
Tuesday, March 24 | 4:15-4:55 p.m.
Speakers: Muqsit Ashraf, Accenture; Philippe Frangules, S&P Global; Sushil Purohit, Gentari Sdn Bhd
Discusses evolving strategies integrating new technologies and markets.

Creating AI-Ready Organizations
Tuesday, March 24 | 4:20-5:05 p.m.
Speakers: David Rabley, Accenture; Gwenaelle Avice-Huet, Schneider Electric; Dave Ernsberger, S&P Global; Rob Schapiro, Microsoft; Geoffrey Parker, Arthur L. Irving Institute for Energy and Society at Dartmouth
Focuses on workforce, leadership and infrastructure required for effective AI adoption.

Meeting Power Demand for Data Centers
Wednesday, March 25 | 10:30-11:20 a.m.
Speakers: Karim Amin, Siemens Energy; Ed Baine, Dominion Energy; Douglas Giuffre, S&P Global; Ingmar Ritzenhofen, RWE Supply & Trading and RWE Clean Energy; Amanda Peterson Corio, Google; Jim Shield, Invenergy
Discusses strategies for aligning infrastructure, policy and markets to meet data-center load growth.

Where Agentic AI Is Now and What Comes Next
Wednesday, March 25 | 10:30-11:00 a.m.
Speakers: Tathagata Basu, Honeywell; Ben Wilson, Amazon Web Services, Bhavesh Dayalji, S&P Global

People Power: Strategic Human Capital in a New Energy Era
Wednesday, March 25 | 10:40-11:20 a.m.
Speakers: Jessica Van Singel, Accenture
Examines workforce strategy alignment with innovation and competitiveness goals.

Global Energy Pathways in the Age of Abundance
Wednesday, March 25 | 11:45-12:35 p.m.
Speakers: Gareth Ramsay, bp; Atul Arya, S&P Global; Olu Verheijen, Office of the President of the Federal Public of Nigeria

Agentic AI: Embracing Autonomy
Thursday, March 26 | 10:00-10:30 a.m.
Speakers: Trygve Randen, SLB; Uwa Airhiavbere, Microsoft; Eric Hanselman, S&P Global
Examines governance and reliability considerations as autonomous AI systems expand in energy.

The Changing Mix of U.S. Power Generation: Gas, Renewables, Coal, Nuclear and Beyond
Thursday, March 26 | 10:30-11:20 a.m.
Speakers: Bill Newsom, Mitsubishi Power; Douglas Giuffre, S&P Global; John-Paul Jones, Urenco Enrichment Company; Leslie Duke, Burns & McDonnell; Mike DeBock, NextEra Energy Resources
Explores how policy and technology shifts are reshaping generation portfolios.

Large Load Growth: Reshaping the Future of Power
Thursday, March 26 | 11:10-11:50 a.m.
Speakers: Robert Gaudette, NRG Energy; Petter Skantze, NextEra Energy Resources; Douglas Giuffre, S&P Global; Peter Lake, National Energy Dominance Council
Discusses planning and market responses to large-scale electricity demand.

Interconnecting America: The Grid’s Last Mile
Thursday, March 26 | 12:00-12:40 p.m.
Speakers: Tim Holt, Siemens Energy; Philippe Frangules, S&P Global; David Brast, TC Energy; David Rosner, Federal Energy Regulatory Commission

AI: Driving Performance in the Power Sector
Thursday, March 26 | 3:05-3:45 p.m.
Speakers: Dak Liyanearachchi, NRG Energy; Hanna Grene, Microsoft; Douglas Giuffre, S&P Global
Explores AI use cases improving grid management and forecasting.

Digital Twins: The AI Enabler for Multiple Sectors
Thursday, March 26 | 4:30-5:10 p.m.
Speakers: Sacha Abinader, Accenture; Oscar Abbink, S&P Global
Examines digital twins enabling predictive maintenance and AI training environments.

View the full CERAWeek agenda.

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This article originally appeared on the Greater Houston Partnership's Houston Energy Transition Initiative blog. HETI exists to support Houston's future as an energy leader. For more information about the Houston Energy Transition Initiative, EnergyCapitalHTX's presenting sponsor, visit htxenergytransition.org.

Houston data center capacity could more than double by 2028, CBRE report says

data analysis

The Houston market could more than double its data center capacity by the end of 2028, a new report indicates.

The report, published by commercial real estate services provider CBRE, says greater demand for data center capacity in the Houston area is being fueled by energy companies, along with large-scale cloud services and AI-driven tenants.

In the second half of 2025, the Houston market had 154 megawatts of data center capacity, which was on par with capacity in the second half of 2024. Another 28.5 megawatts of capacity was under construction during that period.

“Multiple providers are advancing new builds and redevelopments, including significant power upgrades to recently purchased buildings, underscoring long-term confidence even as the market works through elevated vacancy and uneven absorption,” CBRE says of Houston’s data center presence.

One project alone promises to significantly boost the Houston market’s data center capacity. Data center developer Serverfarm plans to use part of a $3 billion credit facility to build a 250-acre, AI-ready data center campus near Houston with a potential capacity of more than 500 megawatts. The Houston campus and two other Serverfarm projects are already leased to unidentified tenants, according to CoStar.

A 60-megawatt, AI-ready Serverfarm data center is under construction in Houston. The $137 million, 438,000-square-foot project, located near the former headquarters of computer manufacturer Compaq, is supposed to be completed in the third quarter of 2027.

Data Center Map identifies 59 data centers in the Houston area managed by 36 operators, including DataBank, Data Foundry, Digital Realty, IBM, Logix Fiber Networks, Lumen and TRG Datacenters. That compares with more than 180 data centers in Dallas-Fort Worth, more than 50 in the San Antonio area and 40 in the Austin area.

Texas is home to more than 400 data centers, according to Data Center Map.

In November, Google said it’s investing $40 billion to build AI data centers in West Texas and the Texas Panhandle.

“This is a Texas-sized investment in the future of our great state,” Gov. Greg Abbott said when Google’s commitment was announced. “Texas is the epicenter of AI development, where companies can pair innovation with expanding energy. Google's $40 billion investment makes Texas Google's largest investment in any state in the country and supports energy efficiency and workforce development in our state.”