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Houston expert: When it comes to the future of energy and climate, think 'all of the above'

There's no silver bullet for clean energy. We need an all-hands-on-deck approach, writes Scott Nyquist. Photo via Getty Images

People in the energy industry don’t have the Oscars. For us, the big event of the year is CERAWeek — a conference stuffed with CEOs, top policymakers, and environmental and energy wonks held annually in March.

CERAWeek 2022, with the theme“Pace of Change: Energy, Climate, and Innovation," meant the return of in-person activations, panels, and networking. Walking and talking between sessions and around the coffee table, it occurred to me that the unofficial theme of the event was “Maybe now we can find middle ground on energy.” This idea came up time and time again, from all kinds of people.

As with too many other issues, the discussion of the future of US energy has become polarized. On one end of the spectrum are those who want everything renewable and/or electrified by ….. last week, whatever the cost. Their mantra for fossil fuels: “Keep them in the ground.”

On the other end, are those who dismiss climate change, saying we can always adapt and that it doesn’t much matter, anyway. Just keep digging and drilling and mining as we have always done. And in the middle are the great majority of Americans who are not passionate either way, but want to be responsible consumers, and also to be able to visit grandma without breaking the bank.

I believe that the transition toward an energy system that is cleaner and less reliant on fossil fuels is realand will ultimately bring substantial benefits. At the same time, I believe that energy security and economics also matter. At a time when inflation was already running high, paying an average of $4.25 a gallon at the pump is piling pain on tens of millions of US households. Ultimately, over decades, the use of electric vehicles will reduce the need for oil and that lower-emissions sources, including renewables, will provide a larger share of the power supply, which today depends largely on gas and coal. But that moment is not now, or next week. Indeed, fossil fuels continue to account for almost 80 percent of US primary energy consumption, and a similar figure globally.

Here is one way to think about the interplay between the energy transition and energy security: “We need an energy strategy for the future—an all-of-the-above strategy for the 21st century that develops every source of American-made energy.” No, that isn’t some apologist for Big Oil; it was President Obama. In 2014, the Obama White House also noted the role of US domestic oil and gas production in enhancing economic resilience and reducing vulnerability to oil shocks. In short, the White House argued, US oil and gas production can bring real benefits for the country. I think that is still true.

Does that mean throwing in the towel on the energy transition and climate change? Absolutely not. There are a variety of ways to pursue the goal of reducing emissions and eventually getting to net-zero emissions. I’ve touched on many of them in previous posts—including reducing methane emissions,pricing carbon, hydrogen, renewables, electric vehicles, urban planning, carbon capture, and negative emissions technologies. In other words, an “all of the above strategy” makes sense in this regard, too.

I don’t know how, or if, a middle ground can be captured. But from what I heard at CERAWeek last year, from people of otherwise widely divergent views, there just may be momentum to get there. A middle-ground consensus rests on three premises. First, we need fossil fuels for energy security and reliability now and until the time when technologies are in place to secure the energy transition. Second, at the same time, we need to be investing in the energy transition because climate change is real and matters. And third, for sustained and systematic progress, government and industry need to work together.

Or, in a phrase, “all of the above.”

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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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A View From HETI

Merab Momen, founder of AI CTO Services. Courtesy Photo

Artificial intelligence is now everywhere. It is mentioned in every startup pitch deck, and every corporate roadmap claims to use it. However, many early-stage businesses struggle with the simple question, “What does AI actually mean for my business?”

In a recent podcast episode of EnergyTech Startups, Merab Momen, founder of AI CTO Services and a long time AI practitioner, explains why most founders misunderstand AI, how startups can practically apply it and why Houston is quietly becoming a serious hub for AI-driven innovation.

Filling the AI Leadership Gap

Merab’s career has spanned decades of technology transitions. He worked on neutral networks in the 1990s, constructed computer vision systems long before they were common, and helped install AI solutions inside huge industrial companies. However, he noticed a huge problem when generative AI started to explode into the mainstream-The requirement of a real partner by the founders for AI integration but inability to rely on a full-time CTO and project-based consultants.

“I really needed something which is much more engaging where I can give that partner-level advice to the founders,” he said. By giving firms on-demand access to high-level AI knowledge and expertise, his methodology enables them to analyse tools, steer clear of cost blunders and eventually transition to a permanent technology leader when the time is right.

AI is Older than Most People Think

Despite its recent rise in popularity, AI is nothing new. AI actually began in the 1950s. Merab in his conversation explained how he worked on his first AI project back in the year 1996 that worked perfectly, but the processing power wasn’t just there to make it practical. He continued how he utilized the swarm intelligence models to optimize supply chains, now referred to as MLPOs and data engineering.

From Language Models to Physical World

Much of the public conversation about AI revolves around chatbots and text generation. But Merab sees far greater potential in AI’s interaction with the physical world, especially in industrial settings. He emphasized edge computing and vision language models (VLMs) as significant advances in manufacturing and energy. This physical shift is opening doors for new opportunities for robotics, automated inspections, and industrial safety applications. Merab added that Houston is uniquely positioned for this transition.

Why Houston has an AI Advantage

Silicon Valley may dominate the AI headlines, but Merab believes Houston’s advantage lies beneath the surface. The city doesn’t lag in AI utilization; it just operates in industries where results show differently.

Machine learning isn’t new to Houston’s core industries. Energy companies, manufacturers, logistics providers, and healthcare systems have been using advanced analytics for decades. The difference lies in them innovating in industrial sectors rather than consumer technology.

What’s Next

With the AI CTO Services growing, Merab is working with startups across industries to deploy AI in practical, business-first ways.

He is more interested in assisting founders in finding answers to critical issues than following new trends.

For Houston’s energy and climate tech community, it needs to transform AI enthusiasm into real-world impact.

Listen to the full conversation with Mehrab Momin on the Energy Tech Startups Podcast to learn more.

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Energy Tech Startups Podcast is hosted by Jason Ethier and Nada Ahmed. It delves into Houston's pivotal role in the energy transition, spotlighting entrepreneurs and industry leaders shaping a low-carbon future.


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