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Catalyst with Shayle Kann
Catalyst with Shayle Kann
Author: Latitude Media
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Investor Shayle Kann is asking big questions about how to decarbonize the planet: How cheap can clean energy get? Will artificial intelligence speed up climate solutions? Where is the smart money going into climate technologies? Every week on Catalyst, Shayle explains the world of climate tech with prominent experts, investors, researchers, and executives. Produced by Latitude Media.
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As demand for data center power skyrockets, available options to provide that power have dwindled. And cohesive frameworks for finding sustainable generation remain few and far between.
In this episode, Shayle speaks with Jake Elder, senior vice president of research and innovation at Energy Impact Partners. The two colleagues dig into the four main generation solutions — on grid, off grid, on edge, and off planet – and consider the viability of each in the years to come.
Shayle and Jake explore topics like:
A ten year forecast: Jake’s prediction for how the global "compute pie" will get split up between these four pathways
Jake’s skepticism around whether a shift towards on-device compute can scale effectively
The worsening bottleneck facing on-grid connection
Building “shock absorbers” into the infrastructure of off-grid data centers that enable them to maintain “five nines[a][b][c]” of reliability
The feasibility of making orbital data centers affordable
The logistics behind creating radiators “the size of a small town” to dissipate heat from orbital data centers
Resources:
Catalyst: PJM and ERCOT are navigating a capacity rollercoaster
Catalyst: Will inference move to the edge?
Catalyst: Who benefits from the AI power bottleneck?
Open Circuit: Are investors losing faith in the AI infrastructure frenzy?
Open Circuit: The White House AI power pledge: Political theater or policy?
Latitude Media: The data center boom is a diesel generator boom
Latitude Media: How Hitachi became a speed-to-power company
Credits: Hosted by Shayle Kann. Produced and edited by Max Savage Levenson, Anne Bailey, and Sean Marquand. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com.
Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.
Can a grid operator tell the difference between a virtual power plant and a traditional one?
That’s the idea behind the Huels Test, a framework developed by EnergyHub to answer a simple but consequential question: when does a distributed fleet of customer devices become reliable enough to function like a power plant?
Passing the test means more than just aggregating thermostats or batteries. It means delivering predictable, repeatable performance that utility planners and operators trust enough to rely on during system peaks. And it’s no longer theoretical.
During a series of brutal winter cold snaps across the Southeast this year, Duke Energy leaned on tens of thousands of connected devices — smart thermostats, batteries, and water heaters — to help manage record-breaking winter peaks. Together, they formed a virtual power plant that the utility could dispatch when the grid was tight.
In this Frontier Forum, Stephen Lacey talks with Stacy Phillips, Managing Director of Customer Load Management at Duke Energy, and Seth Frader-Thompson, president and co-founder of EnergyHub, about the spectrum of virtual power plants.
They discuss how VPPs are evolving from traditional demand-response programs into operational grid resources, and what still needs to change before utilities treat them exactly like conventional power plants.
This conversation was recorded live as part of Latitude Media’s Frontier Forum with EnergyHub. Watch the full video here.
EnergyHub works with more than 160 utilities across North America to build and scale virtual power plants using its Edge DERMS platform. Read EnergyHub's white paper outlining the VPP maturity model and discover what VPPs can do for your grid.
Despite its ability to deliver ample carbon-free energy, the potential of geothermal and EGS is limited by the number of drilling sites close enough to the earth’s surface.
But a few pioneering companies have landed on a potential solution: dig way deeper.
In this episode, Shayle speaks with Carlos Araque, the founder of Quaise Energy. The company has developed millimeter-wave drills to vaporize rock, allowing them to dig up to twelve miles underground in search of water around 800 degrees Fahrenheit. That super hot and "supercritical" water packs a huge punch: ten times more energy density than traditional geothermal.
Shayle and Carlos explore a range of topics, including:
Why 800 degree water is the “ideal” temperature for deep geothermal
How "activating" permeability in deep rock differs from traditional fracking
The state of Quaise’s Oregon project pilot, including their goal of a commercial-grade flow test by the end of 2026
How the LCOE of super hot geothermal compares to traditional baseload energy sources
Resources
Catalyst: How geothermal gets built
Open Circuit: Is this geothermal’s breakout moment?
Latitude Media: Armed with $115 million, geothermal startup Zanskar gets ready to build
Green Blueprint: Sage Geosystems’ bet on geothermal energy storage
Latitude Media: Fervo’s Tim Latimer is ‘bullish’ on DOE funding for geothermal
Credits: Hosted by Shayle Kann. Produced and edited by Max Savage Levenson. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com.
Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.
They’re at it again. Two years after they last teamed up for a Volts/Catalyst crossover episode, David Roberts joins Shayle for another far-ranging conversation exploring the future of energy. Their prompt was simple: Each host brought three critical questions they want to see answered in the next decade.
From “data center fever” to closed-loop critical mineral economics, Shayle and David take the opportunity to dive deep into a myriad of second-order effects of the clean energy transition.
In the hour-long conversation, the two hosts cover topics including:
The coming explosion of self-driving cars, and whether it will fuel urban sprawl
The feasibility of "electrifying everything” and whether a proliferation of “micro-DERs” in home devices will create create a more efficient grid or a software-fueled dystopia
The future of off-grid data centers
Whether the pros of geoengineering and solar radiation modification, or SRM, outweigh the potential moral hazards
Resources:
Catalyst: The Volts crossover episode
Catalyst: The plug-in DER case for small businesses
Catalyst: AMA: Geoengineering, nuclear, power prices, and more
Open Circuit: Tesla’s fork in the road
Latitude Media: The growing free-market push to let data centers go off grid
Credits: Hosted by Shayle Kann. Produced and edited by Max Savage Levenson. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com.
Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.
For decades, the physical equipment underpinning the electric grid has remained largely unchanged: passive, "dumb" devices installed as far back as the 1970s that lack much real-time control. But today, in the face of skyrocketing energy demand, a new class of technologies has emerged.
In this episode, Drew Baglino, the founder and CEO of Heron Power, returns to the show to discuss his company’s new generation of solid-state transformers, or SSTs. After a 17-year career at Tesla — where he led energy and powertrain development — Drew is now focused on replacing the grid’s aging infrastructure with these advanced power electronics.
Shayle and Drew take a deep dive into the history of the power transistor, and then explore how the SST has the potential to transform the grid into a highly optimized and intelligent machine. They cover topics like:
The evolution of power electronics
Why we still haven’t fixed the transformer shortage
How Heron Power’s SSTs remove legacy transformers and switches to create a substantial uplift for project developers
The potential to remove 70% of traditional electrical equipment at data centers by distributing power directly to the rack
Why Drew thinks SSTs offer a "pathway toward affordability"
Resources
Catalyst: Drew Baglino on Tesla’s master plan
Latitude Media: Inside Heron Power’s plan to transform the grid
Catalyst: Understanding the electric transformer shortage
Open Circuit: The grid resilience dilemma
Latitude Media: These Autogrid alums want to change how data centers use power
Credits: Hosted by Shayle Kann. Produced and edited by Max Savage Levenson. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com.
Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.
Last year, the PJM capacity crunch became a focal point for an entire industry struggling to navigate the explosive growth of hyperscaler data centers. Yet even in the first two months of 2026, capacity prices have continued to skyrocket, and the economics of energy generation have only become more tenuous.
In this episode, Shayle Kann talks to Paul Segal, the CEO of LS Power. A major player in the space, LS Power owns a diverse portfolio of generation, storage, and transmission assets across the U.S.
Shayle and Paul dive into the volatility currently defining the two most talked-about power markets in the country: PJM and ERCOT. They cover topics like:
How PJM flipped nearly overnight from a state of "stasis" to a capacity shortage
The federal government's emergency order to make large data centers "pay their way"
Why 10 gigawatts of expected load failed to show up during the recent Texas winter storm
Why Paul sees ERCOT as a “cyclical” market that is currently difficult for new gas generation, despite massive load growth
Paul’s strategy for ensuring sufficient “bridge” generation before new large-scale projects come online
Resources
Catalyst: PJM and the capacity crunch
Latitude Media: PJM’s $178 billion fork in the road
Catalyst: The potential for flexible data centers
Credits: Hosted by Shayle Kann. Produced and edited by Max Savage Levenson. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com.
Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.
Spurred by a suite of executive orders and investments from the federal government, new nuclear reactors are coming soon. Or the announcements are at least.
The advanced nuclear sector has found itself in the spotlight as companies race to acquire licenses and permits aimed at achieving "criticality.” But what do these milestones signify? And is hitting the deadlines even feasible?
In this episode, Shayle talks to Katy Huff, former assistant secretary for nuclear energy at the Department of Energy and current associate professor at the University of Illinois. They unpack the wave of new nuclear announcements, the realities of navigating an arcane regulatory gauntlet, and what Katy considers a realistic timeline for new nuclear deployment.
Shayle and Katy cover topics like:
The NRC’s “murky” pre-application process
The differences between various licensing pathways
Why Katy views the DOE’s goal to have three reactors reach criticality by July 4th as “an extremely aggressive milestone”
Upcoming revised guidance on nuclear radiation dose rates
The challenges facing the DOE amidst a staff shortage
Katy’s assessment of a feasible timeline for getting new reactors operational
Why Katy doesn’t think microreactors are economically scalable…yet
Catalyst: The US nuclear groundswell
Open Circuit: Inside Meta’s massive nuclear push
Latitude Media: The self-inflicted hurdles facing Trump’s nuclear orders
Latitude Media: The Department of Energy’s 2026 playbook
Credits: Hosted by Shayle Kann. Produced and edited by Max Savage Levenson. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com.
Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.
Distributed batteries are having a big moment. On one hand, companies like Base Power and Tesla have leaned into large residential batteries that export power back to the grid, but need permits and inspections to operate. At the same time, however, a new category has emerged: small, "plug-in" batteries that don’t require an electrician or complex installation, let alone a permit.
In this episode, Shayle talks to James McGinniss, co-founder and CEO of David Energy (yes, the biblical reference is intentional). David Energy is deploying these nimble, permissionless systems today for both residential customers and small businesses, and James argues that this approach could usher in a new era of massive scale and affordability for distributed energy resources.
Shayle and James cover topics like:
Why James prefers the term "plug-in" over "permissionless," and what falls into this bucket, from balcony solar to battery-enabled appliances
The murky regulatory landscape around micro-DERs
How plug-in systems can effectively drive soft costs (permitting, labor, customer acquisition) down to nearly zero
How high energy prices in Germany drove the adoption of 4 million plug-in systems in just a few years
The appeal for small businesses: how shaving just a few kilowatts of peak demand can generate significant savings for commercial customers in markets like New York
Future form factors, including batteries integrated directly into cooktops, heat pumps, and other household appliances
Resources
Catalyst: How Base Power plans to use its fresh $1B
Catalyst: The new wave of DERs
Catalyst: Is now the time for DERs to scale?
Latitude Media: Can VPPs unlock grid capacity for data centers?
Latitude Media: How do we turn small-scale, distributed energy into a multi-trillion dollar sector?
Credits: Hosted by Shayle Kann. Produced and edited by Max Savage Levenson. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com.
Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.
We are back for Part 2 of Shayle’s double header conversation with the veteran energy analyst Nat Bullard, dissecting his annual presentation on the state of decarbonization.
If you missed it, we recommend you go back and listen to Part 1, which was released last week.
In this episode, Shayle and Nat shift their focus from data centers to exploring other intriguing trends found in the data that Nat assembled—from the surprising resilience of clean energy stocks to the rising costs of solar installations in the US.
Shayle and Nat dig into more topics including:
Why the S&P Global Clean Energy Transition Index outperformed the S&P 500 and Nasdaq last year
The steep drop in U.S. energy startup investment—from $8 billion in 2022 to just over $2 billion in 2025—and why Shayle thinks 2026 will see a massive rebound
The impacts of an enormous oversupply of oil
China’s skyrocketing share of global vehicle production
The remarkable pace of residential battery storage adoption in Australia
Resources
Nat Bullard’s full 2026 presentation
Catalyst: 2026 trends: Gas turbines, Texas’ load queue, and China electrifies
Catalyst: 2025 trends: aerosols, oil demand, and carbon removal
Catalyst: More 2025 trends: DeepSeek, plug-in hybrids, and curtailment
Latitude: The year resiliency investment began to go mainstream Credits: Hosted by Shayle Kann. Produced and edited by Max Savage Levenson. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com.
Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.
In 2024, Tom Burton described the clean energy transition as entering its “third inning” — a phase defined by execution and scale. A year later, the game looks very different.
In this episode, produced in partnership with Mintz, Stephen Lacey sits down with Burton to revisit that framework and assess the state of play for U.S. energy infrastructure heading into 2026.
Burton, who chairs Mintz’s sustainable energy and infrastructure practice, brings nearly 3 decades of experience advising developers, investors, and operators across clean energy and digital infrastructure.
They begin with the immediate market picture: a surge of renewable projects racing to put steel in the ground under existing tax rules, followed by a thinning pipeline. Burton explains why 2027 and 2028 could mark a slowdown in new deployments, even as demand continues to rise.
From there, the conversation turns to politics. Federal hostility toward clean energy, shifting tax credit structures, foreign sourcing rules, and the weaponization of permitting have introduced new layers of risk. Deals are harder to close, financing is more complex, and even strong projects are feeling the strain.
Burton unpacks what this environment means for developers, including who’s most exposed to the current shakeout, what separates resilient companies from struggling ones, and why permitting uncertainty may now be a bigger threat than tax policy itself.
The episode also explores one of the defining forces reshaping the energy sector: the rapid expansion of digital infrastructure. Burton explains how power availability, interconnection, and long-term grid planning are now central to dealmaking.
The energy transition hasn’t stopped, says Burton. But it has entered a rain delay — and the companies that adapt during the pause will be the ones still standing when play resumes.
These conversations were recorded at the Mintz Energy Transition Summit. Mintz has been at the frontlines of the energy and sustainability revolution since the start. For finance, policy, and market insights from the Mintz team, sign up for their newsletter.
It’s a new year, which means the veteran energy analyst Nat Bullard has dropped another annual, data-rich presentation on the state of energy and decarbonization.
And per what has become tradition, Nat is back on Catalyst – for the fourth time – to discuss some of Shayle’s favorite slides, cherry-picked from the 200-page deck.
In part one of their two-part conversation, they cover topics like:
The significance of China’s rapid electrification
Why the proportion of GDP spent on electricity has remained flat while oil has proven volatile
The massive backlog and rising capital costs for gas turbines
How current tech CapEx compares to past large-scale endeavors like the Manhattan Project and broadband build-out
The extraordinary explosion of large load interconnection requests in Texas
The divergence in load forecasting between grid operators and transmission providers
Global drivers of electricity demand growth beyond data centers
Resources
Nat Bullard's 2026 presentation deck
Catalyst: 2025 trends: aerosols, oil demand, and carbon removal
Catalyst: 2024 trends: batteries, transferable tax credits, and the cost of capital
Credits: Hosted by Shayle Kann. Produced and edited by Max Savage Levenson. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com. Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.
For “deep tech” or industrial tech investors, a captivating idea on paper doesn’t always translate into a sustainable or viable business. Even a remarkable technological breakthrough isn’t guaranteed to survive the long sales cycles of the industrial world.
So which companies are worth the investment?
Ian Rountree, founder and partner at the venture firm Cantos, wrote a bare-bones thesis on X that offers guidance on this question. In it, Rountree lays out a stark list of the companies he invests in—and the ones he passes on.
In this episode, Shayle and Ian unpack his post and explore how it applies to the current landscape of hardware and industrial startups. They cover topics like:
Why selling technology to large incumbents like automakers or utilities can be a death sentence for startups
The pitfalls of "commercializing science"
Why capital risk to sell an end-product can be better business than licensing technology
Why "weird" companies—"N of 1" startups—can generate huge amounts of talent and capital
Why selling commodities (like electrons or minerals) can actually be a safer bet than entering a new market
Real-world examples of full-stack success in the mining industry, including Earth AI and KoBold Metals
Latitude: Earth AI’s play in the hunt for critical minerals
Catalyst: Calibrating hype with Akshat Rathi
Catalyst: Climate tech startups need strong techno-economic analysis
Open Circuit: Pain, resilience, and bargain hunting for climate tech investors
Credits: Hosted by Shayle Kann. Produced and edited by Max Savage Levenson. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com.
Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.
Weather forecasting drives billions of economic decisions — from grid operations to evacuation planning. Better forecasting could improve supply chain planning, disaster warnings, and renewable integration. The industry has decades of satellite observations and ground measurements, making it ripe for AI-driven advancements.
And it’s already happening. But how exactly does AI get used in weather forecasting, and how does it actually lead to improvements?
In this episode, Shayle talks to Peter Battaglia, senior director of research at Google DeepMind’s sustainability program, which launched a new AI-powered weather forecasting model in November 2025. They cover topics like:
Why precipitation is so much harder to predict than temperature
How the weather industry works, with governments creating global models and private companies refining them for specific use cases
What AI models can see that traditional supercomputer simulations can’t
Novel sources of data like cell phones, door bells, and social media
Resources:
Latitude Media: Where are we on using AI to predict the weather?
Latitude Media: Could AI-fueled weather forecasts boost renewable energy production?
Catalyst: Specialized AI brains for physical industry
Credits: Hosted by Shayle Kann. Produced and edited by Daniel Woldorff. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com.
Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.
Demand for turbines is growing fast, but so are lead times — causing serious headaches for developers and even cancellations. In Texas, one of six cancelled projects cited “equipment procurement constraints” as the reasons for its withdrawal.
Lead times are stretching to four years and sometimes more. Costs are climbing. So what’s behind the bottleneck?
In this episode, Shayle talks to Anthony Brough, founder and CEO of Dora Partners, a consulting firm focused on the turbine market. Shayle and Anthony cover topics like:
Why previous boom-bust cycles in turbine manufacturing have left the industry skittish — and why Anthony says leaders are approaching this new peak with “guarded optimism”
The competing demands on the turbine supply chain, including from power, oil and gas, and aerospace industries
How lead times have ballooned to four years and, in some cases, even longer
Factors affecting the market beyond load growth, like renewables, storage, affordable gas, and coal retirements
How investment in tech innovation has raised turbine efficiency
How the industry is preparing for hydrogen — if hydrogen scales up
Resources:
Latitude Media: Engie’s pulled project highlights the worsening economics of gas
Latitude Media: High costs, delays prompt withdrawal of five more Texas gas plants
Power Magazine: Gas Power's Boom Sparks a Turbine Supply Crunch
Marketplace: Will we have enough natural gas turbines to power AI data centers?
CTVC: 🌎 Gas turbine gridlock #236
Credits: Hosted by Shayle Kann. Produced and edited by Daniel Woldorff. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.
Catalyst is brought to you by Bloom Energy. AI data centers can’t wait years for grid power—and with Bloom Energy’s fuel cells, they don’t have to. Bloom Energy delivers affordable, always-on, ultra-reliable onsite power, built for chipmakers, hyperscalers, and data center leaders looking to power their operations at AI speed. Learn more by visiting BloomEnergy.com.
Catalyst is supported by Third Way. Third Way’s new PACE study surveyed over 200 clean energy professionals to pinpoint the non-cost barriers delaying clean energy deployment today and offers practical solutions to help get projects over the finish line. Read Third Way's full report, and learn more about their PACE initiative, at www.thirdway.org/pace.
Today virtually all AI compute takes place in centralized data centers, driving the demand for massive power infrastructure.
But as workloads shift from training to inference, and AI applications become more latency-sensitive (autonomous vehicles, anyone?), there‘s another pathway: migrating a portion of inference from centralized computing to the edge. Instead of a gigawatt-scale data center in a remote location, we might see a fleet of smaller data centers clustered around an urban core. Some inference might even shift to our devices.
So how likely is a shift like this, and what would need to happen for it to substantially reshape AI power?
In this episode, Shayle talks to Dr. Ben Lee, a professor of electrical engineering and computer science at the University of Pennsylvania, as well as a visiting researcher at Google. Shayle and Ben cover topics like:
The three main categories of compute: hyperscale, edge, and on-device
Why training is unlikely to move from hyperscale
The low latency demands of new applications like autonomous vehicles
How generative AI is training us to tolerate longer latencies
Why distributed inference doesn‘t face the same technical challenges as distributed training
Why consumer devices may limit model capability
Resources:
ACM SIGMETRICS Performance Evaluation Review: A Case Study of Environmental Footprints for Generative AI Inference: Cloud versus Edge
Internet of Things and Cyber-Physical Systems: Edge AI: A survey
Credits: Hosted by Shayle Kann. Produced and edited by Daniel Woldorff. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.
Catalyst is brought to you by Bloom Energy. AI data centers can’t wait years for grid power—and with Bloom Energy’s fuel cells, they don’t have to. Bloom Energy delivers affordable, always-on, ultra-reliable onsite power, built for chipmakers, hyperscalers, and data center leaders looking to power their operations at AI speed. Learn more by visiting BloomEnergy.com.
Catalyst is supported by Third Way. Third Way’s new PACE study surveyed over 200 clean energy professionals to pinpoint the non-cost barriers delaying clean energy deployment today and offers practical solutions to help get projects over the finish line. Read Third Way's full report, and learn more about their PACE initiative, at www.thirdway.org/pace.
Big construction projects in the U.S. are notoriously unpredictable, often finishing over budget and behind schedule. Part of the problem is the inherent complexity of these kinds of projects, like data centers and first-of-a-kind plants. But there’s another problem: the companies that actually build these projects — called EPC firms for engineering, procurement, and construction — often lack strong incentives to control costs or deliver on time.
That’s the thesis behind Unlimited Industries, a new startup focused on using AI to develop multiple project designs upfront and reduce project risks. So what would it take to actually cut costs and shorten construction timelines?
In this episode, Shayle talks to Alex Modon, co-founder and CEO of Unlimited Industries. The company recently announced a $12 million fundraise as it emerged from stealth. Shayle and Alex cover topics like:
How EPC incentives and contract structures drive cost overruns
Why bespoke projects prevent learning and standardization
The role software and AI can play in design and risk reduction EPC
Managing risks – including geopolitics, contractor reliability, and supply chains
Resources:
Catalyst: FOAK tales
The Green Blueprint: Shortening the nuclear development cycle from decades to years
Catalyst: The cost of nuclear
Credits: Hosted by Shayle Kann. Produced and edited by Daniel Woldorff. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.
Catalyst is brought to you by Bloom Energy. AI data centers can’t wait years for grid power—and with Bloom Energy’s fuel cells, they don’t have to. Bloom Energy delivers affordable, always-on, ultra-reliable onsite power, built for chipmakers, hyperscalers, and data center leaders looking to power their operations at AI speed. Learn more by visiting BloomEnergy.com.
The bottleneck holding back AI is a scarcity of power, or so goes the story. That may be true — and plenty of reporting backs it up — but different actors in the space face varying incentives to play up or play down that narrative.
So what incentives are at play, and how do they shape each player's story?
In this episode, Shayle talks to Shanu Mathew, senior vice president and portfolio manager-analyst for U.S, sustainable equity at Lazard. Last month on X, he posted a breakdown of the actors — including hyperscalers, chip makers, utilities, and others – and how the different incentives they face shape how they talk about energy and AI. They cover topics like:
Hyperscalers’ mixed incentives: the benefits of building their own capacity vs encouraging others to overbuild
Why equipment makers, chipmakers, and land developers benefit from talking up the bottleneck to boost demand for their services
How independent power producers and gas players benefit from high prices
How the power-bottleneck narrative has shifted over time
Resources:
Latitude Media: ERCOT’s large load queue has nearly quadrupled in a single year
Latitude Media: The power bottleneck is changing data center financing
Latitude Media: Early-stage data centers are driving up US power demand forecasts
Credits: Hosted by Shayle Kann. Produced and edited by Daniel Woldorff. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.
Catalyst is brought to you by Bloom Energy. AI data centers can’t wait years for grid power—and with Bloom Energy’s fuel cells, they don’t have to. Bloom Energy delivers affordable, always-on, ultra-reliable onsite power, built for chipmakers, hyperscalers, and data center leaders looking to power their operations at AI speed. Learn more by visiting BloomEnergy.com.
Catalyst is supported by Third Way. Third Way’s new PACE study surveyed over 200 clean energy professionals to pinpoint the non-cost barriers delaying clean energy deployment today and offers practical solutions to help get projects over the finish line. Read Third Way's full report, and learn more about their PACE initiative, at www.thirdway.org/pace.
After years of stalled transmission buildout, there are new signs of progress. Earlier this month, SPP approved $8.6 billion in transmission projects across 14 states. Major plans are emerging in MISO, PJM, and ERCOT. Despite the DOE canceling its loan guarantee, the Grain Belt Express is still moving forward. And regardless of court battles, so is the New England Clean Energy Connect.
Are these signs that the U.S. could start building transmission at scale again?
In this episode, Shayle talks to Rob Gramlich, founder and president of Grid Strategies. He and Shayle cover topics like:
Why Rob says the DOE’s efforts to fast-track large-load interconnection is a positive sign for transmission buildout
The recent buildout of 880 miles of transmission and why it may look better than it is
Why transmission hasn’t benefited from data center investment
Specific projects, including SPP’s transmission backbone and the Grain Belt Express
Rob’s outlook on buildout over the coming year
The uncertain future of permitting reform despite bipartisan support
Resources:
Catalyst: Unpacking DOE’s proposal to transform data center interconnection
Latitude Media: How the Grain Belt Express lost its LPO loan
E&E News: Data center growth cited in defense of MISO transmission plan
Fill out our short podcast listener survey for a chance to win a $100 Amazon gift card.
Credits: Hosted by Shayle Kann. Produced and edited by Daniel Woldorff. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.Catalyst is brought to you by Bloom Energy. AI data centers can’t wait years for grid power—and with Bloom Energy’s fuel cells, they don’t have to. Bloom Energy delivers affordable, always-on, ultra-reliable onsite power, built for chipmakers, hyperscalers, and data center leaders looking to power their operations at AI speed. Learn more by visiting BloomEnergy.com.
Across the country, people are asking the same question: why is it so hard to build in America?
From transmission lines to clean energy factories, projects are taking longer, costs are rising, and frustration is growing. But in New Mexico, two cabinet secretaries are trying to show that it doesn’t have to be this way.
Together, Economic Development Secretary Rob Black and Environment Secretary Jim Kenney are helping redefine how state agencies work with industry. Their model blends speed, access, and careful environmental oversight to help companies build more quickly without cutting corners.
Together, they’re using that model to attract billion-dollar fusion and geothermal projects, expand water and infrastructure investments, and deploy the state’s $65 billion sovereign wealth fund directly into advanced energy and deep-tech manufacturing.
In this episode, Stephen Lacey talks with Rob Black and Jim Kenney about how New Mexico is rewriting the rules of economic development, and what their partnership can teach the rest of America about how to make government work again.
This is a partner episode, produced in collaboration with the New Mexico Economic Development Department, which works to expand opportunity through innovation, infrastructure, and investment across the state.
A few years ago, industry and political leaders embraced hydrogen as a solution to a laundry list of hard-to-abate decarbonization challenges — steel production, ammonia production, and more. But hydrogen failed to come down in costs and policymakers pulled back support. Ultimately, the bubble burst.
So what does it take to drive down the costs of low-carbon hydrogen and rebuild momentum?
In this episode, Shayle talks to Raffi Garabedian, co-founder and CEO of Electric Hydrogen. (Shayle is on the board of Electric Hydrogen and Energy Impact Partners, where Shayle is a partner, invests in the company). Shayle and Raffi cover topics like:
Why the hype bubble burst: political pullback, high renewables costs driven by AI demand, and high CapEx
The real cost problem: Why engineering, procurement, and construction (EPC) costs have remained persistently high
Competing approaches: Why Electric Hydrogen chose supersized electrolyzers over modular units
The China question: Why hydrogen’s EPC costs will limit the impact of cheap Chinese electrolyzers
Real numbers: Realistic cost targets for fossil parity and Electric Hydrogen’s current pricing
Where hydrogen wins: Markets where Raffi says green hydrogen can achieve fossil parity by the early 2030s, including Brazilian fertilizer
Resources:
Latitude Media: is 45v guidance killing green hydrogen production?
The Green Blueprint: Electric Hydrogen’s bet on supersized electrolyzers
Latitude Media: Electric Hydrogen is building through the market downturn
Latitude Media: Hydrogen’s narrow pathway to positive climate impacts
Latitude Media: Why the Electric Hydrogen-Ambient merger is a sign of things to come
Fill out our short podcast listener survey for a chance to win a $100 Amazon gift card.
Credits: Hosted by Shayle Kann. Produced and edited by Daniel Woldorff. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.
Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com.
Catalyst is brought to you by Bloom Energy. AI data centers can’t wait years for grid power—and with Bloom Energy’s fuel cells, they don’t have to. Bloom Energy delivers affordable, always-on, ultra-reliable onsite power, built for chipmakers, hyperscalers, and data center leaders looking to power their operations at AI speed. Learn more by visiting BloomEnergy.com.
Catalyst is supported by Third Way. Third Way’s new PACE study surveyed over 200 clean energy professionals to pinpoint the non-cost barriers delaying clean energy deployment today and offers practical solutions to help get projects over the finish line. Read Third Way's full report, and learn more about their PACE initiative, at www.thirdway.org/pace.




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