The Calls

⏳ Open 📼 The record

Dated predictions and their status, on one timeline. Left of today: already assessed. Green held up, red didn't hold up, amber partly. Right: still open; when a dot's date hits, the ledger checks it again against the public record.

94open predictions
0due for another look
60+closed calls →
109days to next prediction date
Everyone Andy Lubershane (10)Shayle Kann (9)Sam Jaffe (6)Jesse Jenkins (6)Michael Dunne (4)Kurt Kelty (4)Jeff Waters (4)Varun Sivaram (3)Tim Hade (3)Richard Wang (3)Matthew Sachs (3)Julian Dumoulin-Smith (3)
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Next up (94)

109 days left 2026-12-31
Prediction Open · timeframe Dec 2026
Eliahu-Ontiveros: Gas turbine orders will peak this year
“We think gas turbine orders are going to pick this year.”
Jeremy Eliahu-Ontiveros Jul 9, 2026 ▶ 42:35 Inside the AI power wars
109 days left 2026-12-31
Prediction Open · timeframe Dec 2026
China is on track to export 12 million cars this year
“This year, they're on track to export twelve million cars. Twelve million.”
Michael Dunne Jun 11, 2026 ▶ 8:28 How China is reshaping the global auto market
109 days left 2026-12-31
Prediction Open · timeframe Dec 2026
Fulgham: Solar relative growth may slow in 2026 despite record absolute gains
“My gut feeling now is that maybe 2026 is the year where that relative growth rate will step down a little bit, and we'll see slower relative growth, even though we might still again get a record absolute increase.”
Nick Fulgham Jun 4, 2026 ▶ 7:30 Surprising trends in global electricity generation
109 days left 2026-12-31
Prediction Open · timeframe Dec 2026
Emerald and NVIDIA to deploy 100MW power-flexible AI factory in 2026
“I think later this year, as you know, Emerald and NVIDIA and some other partners, Digital BLT, Epri, Dominion, and PJM, we will put together the world's first, ah, A hundred megawatt commercial scale AI factory that is truly power flexible. It's custom designe…”
Varun Sivaram Apr 9, 2026 ▶ 42:49 The rise of flexible data centers
109 days left 2026-12-31
Prediction Open · timeframe Dec 2026
Araque: Quaise will achieve 25-30 MW EGS flow test by end of 2026
“For us in particular, the project in Oregon gets that flow test by the end of this year. By the end of twenty-twenty-six, Quaze has a commercial-grade Injector producer per EGS system producing 25 to 30 megawatt equivalent electric output from a flow test.”
Carlos Araque Mar 5, 2026 ▶ 33:31 Digging deep for super hot geothermal
109 days left 2026-12-31
Prediction Open · timeframe Dec 2026
Kann predicts US energy startup funding will boom and triple in 2026
“So I think we're going to see, this is going to be a return to a boom, this is my prediction right now, where, yeah, we were at two billion last year, down from eight billion in twenty-twenty-two. I don't know that we get back to eight, but like, Will it tripl…”
Shayle Kann Jan 22, 2026 ▶ 7:34 More 2026 trends: Solar costs, oil oversupply, and the startup slump
109 days left 2026-12-31
Prediction Open · timeframe Dec 2026
Bullard: Tech CapEx has likely not peaked and will rise next year
“This is probably not the peak. Like, most of the estimates based on what companies themselves are saying for their estimated CapEx have a higher number for next year, right?”
Nat Bullard Jan 15, 2026 ▶ 32:04 2026 trends: Gas turbines, Texas’ load queue and China electrifies
109 days left 2026-12-31
Prediction Open · timeframe Dec 2026
Redwood Materials expects to deploy gigawatt-hours of repurposed batteries by 2026
“We think we can refurbish and deploy Gigawatt hours. Low single digit gigawatt hours this year, next year.”
Colin Campbell Jul 24, 2025 ▶ 27:34 Repurposing EV batteries for grid storage
109 days left 2026-12-31
Prediction Open · timeframe Dec 2026
Dumoulin-Smith: Solar leasing volume will rise in 2026 despite market contraction
“20, 26 is going to be, again, I would call it extraordinarily dynamic in a market which you could argue the market itself is going to decline in absolute terms. And yet for the incumbent leasing companies, arguably their volumes on a discrete basis are going t…”
Julian Dumoulin-Smith Jul 10, 2025 ▶ 17:42 Tumult in residential solar
112 days left 2027-01-03
Prediction Open · timeframe Jan 2027
Tillis predicts Congress will fail to pass critical mineral legislation this year
“I just don't see it as a realistic, it's just a function of the capacity of the Congress in this Congress, and the fact that it's an election year. So, I just think if I were advising a client on it, other than doing the missionary work and getting people boug…”
Tom Tillis Aug 11, 2026 ▶ 16:46 Critical Capital: Senator Tillis' case for "all-of-the-above" energy
196 days left 2027-03-28
Prediction Open · timeframe Mar 2027
Lubbershane: Surging demand and supply constraints will increase wholesale electricity prices
“Basic economics, right? We're seeing demand rise really quickly. We're seeing constraints on supply. All else equal, I think that means we're going to see increases in wholesale electricity prices in general. I think if you had to make a bet one way or the oth…”
Andy Lubershane Mar 28, 2024 ▶ 39:05 The electricity gauntlet has arrived
222 days left 2027-04-23
Prediction Open · timeframe Apr 2027
LFP battery pricing could drop to $25 per kWh within years
“There's a decent likelihood we'll continue to see pricing go down. You know, I've heard some claims that you could see it go down as far as, you know, from 50 dollars down to even 25 dollars over the course of the next couple of years. I think it's realistic t…”
Jeff Waters Apr 23, 2025 ▶ 10:52 What’s next for the battery storage boom? [partner content]
222 days left 2027-04-23
Prediction Open · timeframe Apr 2027
Median utility-scale storage projects will hit 2 GWh in two years
“I would expect, if we were to even talk two years from now, I think two gigawatt hours would probably be the size of projects that will be more the median than even the maybe 800 megawatt hour that you have today.”
Jeff Waters Apr 23, 2025 ▶ 15:44 What’s next for the battery storage boom? [partner content]
222 days left 2027-04-23
Prediction Open · timeframe Apr 2027
Waters: LFP chemistry will remain dominant in battery storage as costs fall
“LFP will, I think, remain dominant in that timeframe, just because you're going to see the cost curves continue to drive down.”
Jeff Waters Apr 23, 2025 ▶ 15:57 What’s next for the battery storage boom? [partner content]
281 days left 2027-06-21
Prediction Open · timeframe Jun 2027
Linville: Global Fertilizer Prices to Stay Above Average Through Spring 2027
“And ultimately speaking, we could see some dips here and there, but I think the entire structure of this marketplace stays higher priced than average, probably through at least spring of 27.”
Josh Linville May 14, 2026 ▶ 24:15 Inside the global fertilizer crunch
474 days left 2027-12-31
Prediction Open · timeframe Dec 2027
Jaffe: US will reach nearly 300 GWh of battery manufacturing
“The U.S. Will, in the next few years, have close to 300 gigawatt hours.”
Sam Jaffe Dec 12, 2024 ▶ 32:42 What went wrong at Northvolt?
564 days left 2028-03-30
Prediction Open · timeframe Mar 2028
McAvoy: ERCOT battery storage prices will rebound within two years
“And so we see cyclically in another couple of years, the prices will start to come back in ERCOT and people will start to make money again.”
Sean McAvoy Mar 30, 2026 ▶ 9:16 Battery booms and the rise of flexibility [partner content]
701 days left 2028-08-14
Prediction Open · timeframe Aug 2028
Mossberg: Sodium-ion cell prices will drop ~$20/kWh over next 2–3 years
“We can see pretty clearly for the next two years, because we have quotes from both from raw material suppliers and from cell suppliers that take the, you know, like the price is falling by about 20 dollars per kilowatt hour over the next two, two-ish years, tw…”
Landon Mossberg Aug 14, 2025 ▶ 26:44 The case for sodium-ion
764 days left 2028-10-16
Prediction Open · timeframe Oct 2028
Kann: Transformer manufacturing capacity will expand and bring down lead times
“I do think we also will see a lot of new transformer manufacturing capacity come online in the next few years. It's, the lead times are gonna come down, and I think we'll see a wave of new technology.”
Shayle Kann Oct 16, 2025 ▶ 19:48 Calibrating hype with Akshat Rathi
797 days left 2028-11-18
Prediction Open · timeframe Nov 2028
Black: New Mexico's sovereign wealth fund will probably surpass Alaska within three years
“It's, it is the second largest in, in the U.S., only behind Alaska, and we think we'll probably surpass Alaska in the next three years or so.”
Rob Black Nov 18, 2025 ▶ 13:30 New Mexico proves America can still build [partner content]
840 days left 2028-12-31
Prediction Open · timeframe Dec 2028
Araque: Quaise will run first supercritical geothermal flow test by 2028
“From there in twenty-twenty-eight, so two years later, we'll do another version of that, that is not at three miles, but a little bit deeper and above the 400 degrees Celsius or so. We're basically walking up the temperatures of that site to unlock those outpu…”
Carlos Araque Mar 5, 2026 ▶ 33:57 Digging deep for super hot geothermal
840 days left 2028-12-31
Prediction Open · timeframe Dec 2028
Burton: Substantially fewer renewables will come online in 2027 and 2028
“And so it really will be in the out years, 27 and 28, where we're going to see substantially less renewables coming online. So, so there's definitely going to be a slowdown.”
Tom Burton Jan 20, 2026 ▶ 1:07 A ‘rain delay’ for the energy transition [partner content]
840 days left 2028-12-31
Prediction Open · timeframe Dec 2028
Grogan: First commercial seabed mineral recovery will occur around 2028
“I think probably around twenty-twenty-eight is, is a fair guess.”
Renee Grogan Jul 27, 2023 ▶ 48:12 Mining the deep sea
896 days left 2029-02-25
Prediction Open · timeframe Feb 2029
Kann predicts US electricity prices will rise over the next three years
“But I could tell you, I think over the next three years, you know, electricity prices are probably going up, not down.”
Shayle Kann Feb 25, 2026 ▶ 44:19 Volts crossover: Six big energy questions
982 days left 2029-05-22
Prediction Open · timeframe May 2029
Smit: Cook Islands seabed mining is 2 to 4 years from production
“We probably two to four years away from first production is, is where we are in the cooks.”
Hans Smit May 22, 2025 ▶ 22:49 What to make of Trump's deep-sea minerals push
1051 days left 2029-07-30
Prediction Open · timeframe Jul 2029
Hade: AI tooling will slash C&I battery transaction costs 90% in three years
“So my best guess is, you know, over the next three years, the transaction cost bucket will go from an average of about 200 dollars a kilowatt hour to maybe 20 dollars a kilowatt hour. I think there's going to be a 90% reduction in the cost in sort of transacti…”
Tim Hade Jul 30, 2026 ▶ 34:38 The commercial battery comeback
1134 days left 2029-10-21
Prediction Open · timeframe Oct 2029
Sridhar: Inference will account for 90% of AI power load within four years
“Three to four years from now, I predict that 90% of the load will be inference and 10% will be training, even though the 10% in training then will be significantly larger than the 90% training today.”
K.R. Sridhar Oct 21, 2025 ▶ 14:50 Frontier Forum: The new power map for AI infrastructure
1205 days left 2029-12-31
Prediction Open · timeframe Dec 2029
Nolan: General Matter will displace adversarial nuclear imports by 2030
“Building enough capacity there to satisfy HALU through the next decade, and then enough LEU capacity to displace adversarial imports into the US. And so that's the scale of it. That's where we're doing it. Timeline is, you know, Before end of decade.”
Scott Nolan Apr 2, 2026 ▶ 31:41 Building a domestic nuclear fuel supply chain
1205 days left 2029-12-31
Prediction Open · timeframe Dec 2029
Lovering: Handful of advanced nuclear projects will come online before 2030
“I think we'll probably see ground start to get broken in maybe the next five years, and probably, I would say, a handful of projects coming online before 2030.”
Jessica Lovering Nov 16, 2023 ▶ 39:12 The cost of nuclear
1206 days left 2030-01-01
Prediction Open · timeframe Jan 2030
Siegel: New large-scale gas power plants will not arrive before 2030
“Large scale gas is a 20, 30 plus new resource.”
Paul Siegel Feb 12, 2026 ▶ 19:12 PJM and ERCOT navigate a capacity rollercoaster
1273 days left 2030-03-09
Prediction Open · timeframe Mar 2030
Bartholomew: California will ban fossil heating equipment in seven years
“California's gonna be banning this stuff in seven years, so start the transition now when there's a lot of money and incentives going.”
Panama Bartholomew Mar 9, 2023 ▶ 27:49 The Carbon Copy: The great electrician shortage
1382 days left 2030-06-26
Prediction Open · timeframe Jun 2030
Kelty: Tri-chemistry EV battery market will persist over the next five years
“So we see a future over the next five years where you're going to have these three chemistries.”
Kurt Kelty Jun 26, 2025 ▶ 34:49 GM's big new battery tech push
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Pacific Fusion on track to achieve net facility gain by 2030
“And a number of companies are saying they'll do that in the next couple years. We're on track to do that by 2030.”
Carrie Von Munch May 21, 2026 ▶ 7:19 A blueprint for scalable fusion power
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Lubershain: The power grid cannot add hundreds of gigawatts this decade
“We can add a certain number of tens of gigawatts Through the remainder of the decade, but we're not adding hundreds of gigawatts, right? Like that just is not possible.”
Andy Lubershane Oct 23, 2025 ▶ 13:36 Five big questions about the future of energy
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Chinese sodium-ion prices will undercut LFP by 2030, Mossberg predicts
“From the quotes and what we're hearing from the suppliers, not just cells, but also materials, we see a really low-risk pathway to the crossover point on price with LFP coming somewhere between twenty-twenty-eight and twenty-thirty out of China.”
Landon Mossberg Aug 14, 2025 ▶ 12:15 The case for sodium-ion
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Kann: US data center capacity will more than double by 2030
“I was on the side of, we will see total capacity of data centers as measured in megawatts, or gigawatts, I guess, really double by twenty-thirty, and I was on the side that we will see it more than double.”
Shayle Kann Mar 6, 2025 ▶ 51:56 A skeptic’s take on AI electricity load growth
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
McGavis: Reclaimed gas will be the primary servicing source by 2030
“You know, by 2030, the source of refrigerant for service will have to come from reclaim and recovered refrigerant. That will have to be the primary source as these manufacturing quotas go down year over year.”
Ian McGavis Nov 7, 2024 ▶ 24:07 Fixing the refrigerant problem
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Loo: 80% of global fleet will still burn fossil fuels in 2030
“If you just look at the numbers and you look at how many vessels are on the water today which is 65,000, and how 80% of them are going to be still on fossil fuel by twenty-thirty, and probably about 30% in twenty-fifty, they need to decarbonize as well.”
Dr. Lynn Loo Jul 12, 2024 ▶ 38:19 Decarbonizing the high seas
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Kann: US solar installations will top 100 GW annually by 2030
“We'll do maybe 30 to 35 gigawatts of solar total this year, and according to the repeat project, we may hit almost 50 gigawatts by twenty-twenty-five or twenty-twenty-six. By the end of the decade, we'll be doing over a hundred gigawatts a year, potentially we…”
Shayle Kann Jun 22, 2023 ▶ 2:46 Building out a U.S. solar supply chain
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Sachs: US DER grid services will surpass 100 GW by 2030
“We believe that grid services will more than triple by 2030 to well north of a hundred gigawatts in, in North America, really the U.S.”
Matthew Sachs Jan 26, 2023 ▶ 39:06 The journey to monetizing DERs
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Sachs: EVs will provide up to 25% of grid services by 2030
“We expect by 2030 that EVs will make up somewhere between a fifth and a quarter to that contribution.”
Matthew Sachs Jan 26, 2023 ▶ 39:26 The journey to monetizing DERs
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Steele: 90% of Unelectrified People Will Live in Africa by 2030
“By 2030, 90% of people who don't have access to electricity will be living in Africa.”
Kate Steele Oct 27, 2022 ▶ 5:12 Climatetech for developing economies
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Mukhopadhyay: Fuel cell aircraft expected in market by 2028 to 2030
“For fuel cell aircraft, you could probably expect them 20, 28, 20 30.”
Jayant Mukhopadhyay Aug 18, 2022 ▶ 26:44 Booking your first zero-emissions flight
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Jenkins: IRA Will Cut U.S. Emissions by One Gigaton in 2030
“So our top line finding from the repeat project analysis of the bill is that it will cut annual U.S. Greenhouse gas emissions in 2030 by an additional one, roughly one billion metric tons below the current policy baseline. So an additional billion tons of emis…”
Jesse Jenkins Aug 5, 2022 ▶ 11:32 What the Inflation Reduction Act of 2022 would mean for climatetech
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Jenkins: IRA Will Drive $200B+ Investment Into Energy Communities by 2030
“Our estimates are that that provision and a few others sprinkled throughout the bill that will help drive investment into energy communities will support several hundred billion dollars, probably at least two hundred billion dollars of investment in energy com…”
Jesse Jenkins Aug 5, 2022 ▶ 20:57 What the Inflation Reduction Act of 2022 would mean for climatetech
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Jaffe: Lithium metal batteries will hit 150 GWh by 2030, mostly non-automotive
“I think that lithium metal batteries are gonna result, are gonna be about a 150 gigawatt hour market by the end of the decade, but they're gonna be in other things outside of cars, mostly. They'll just start to be appearing in cars at the end of the decade.”
Sam Jaffe Jul 21, 2022 ▶ 38:05 Seeking the holy grail of batteries
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Bataille: Green electricity will displace blue hydrogen for fertilizer past 2030
“Now, for ammonia, there may in the short run be an argument for using blue hydrogen to make, you know, to make ammonia for fertilizers, but in the long haul, like past 20, 30, really, You know, the cost of electrolyzers and the cost of solar, you would just ma…”
Dr. Chris Bataille Apr 7, 2022 ▶ 32:25 Carbon capture and storage is making a comeback
1570 days left 2030-12-31
Prediction Open · timeframe Dec 2030
Janous: Terrestrial data centers will remain the vast majority through 2030
“I just look at the pie of total data centers by 20 30 and pick your date in the future. I'm a big believer of terrestrial data centers are still going to be, like, the vast majority of the way we build data centers. Like, I just don't, I'm not sure how much it…”
Brian Janous Sep 3, 2026 ▶ 37:16 What comes after the data center backlash?
1626 days left 2031-02-25
Prediction Open · timeframe Feb 2031
Kann rejects Musk's claim that orbital data centers will be cheapest soon
“Because I think that orbital data, I mean, Elon says he thinks that they will be the cheapest way to get new compute in, like, three to five years. I do not think that is possible. Not in that time period.”
Shayle Kann Feb 25, 2026 ▶ 24:20 Volts crossover: Six big energy questions
1781 days left 2031-07-30
Prediction Open · timeframe Jul 2031
Hade: C&I battery storage will be fastest-growing storage sector by rate
“I think, you know, for reasons we'll talk about, there are some compelling reasons to believe that CNI over the next three to five years is going to be the fastest growing sector of the market. [1717] Shayle Kann: Ooh, that's an ambitious, well, I guess from a…”
Tim Hade Jul 30, 2026 ▶ 28:29 The commercial battery comeback
1781 days left 2031-07-30
Prediction Open · timeframe Jul 2031
Hade: C&I battery installation costs will halve to $100/kWh in five years
“And then on the installation cost side of things, it's a little bit more difficult to predict, but I think we're probably looking at like having that over the next five years. So going from 200 dollars a kilowatt hour to a hundred dollars a kilowatt hour.”
Tim Hade Jul 30, 2026 ▶ 34:57 The commercial battery comeback
1935 days left 2031-12-31
Prediction Open · timeframe Dec 2031
Jenkins: US hydrogen demand will explode after 2030, not before
“So that makes hydrogen you know, in our modeling, there's not a lot of demand for it in the 20, 20 to 20, 30 period, but after 2030, it explodes. It takes off for liquid fuels and for some industrial processes.”
Jesse Jenkins Aug 5, 2022 ▶ 48:32 What the Inflation Reduction Act of 2022 would mean for climatetech
2022 days left 2032-03-27
Prediction Open · timeframe Mar 2032
Norris: AI data centers could drive 44% of US electricity load growth
“Yeah, I think what really opened our eyes were some of these forecasts suggesting that AI specialized data centers are going to be likely the single largest driver of U.S. Electricity load growth for the next five to seven years, with some numbers suggesting a…”
Tyler Norris Mar 27, 2025 ▶ 4:43 The potential for flexible data centers
2138 days left 2032-07-21
Prediction Open · timeframe Jul 2032
Jaffe: Lithium prices will fall but remain elevated for a decade
“I do expect lithium pricing will decline. It's not going to stay in the stratosphere where it is now. And I think that it's going to Return. It, the, I think expensive lithium is going to be sticky. It's going to be with us for the next decade. In terms of whe…”
Sam Jaffe Jul 21, 2022 ▶ 28:13 Seeking the holy grail of batteries
2138 days left 2032-07-21
Prediction Open · timeframe Jul 2032
Jaffe: Graphite will continue to dominate EV anodes over the next decade
“On the anode side, it's going to be for this next decade, it's, we're still going to be living in a graphite dominated world with more and more silicon coming into the The anode, but it's still going to be mostly graphite”
Sam Jaffe Jul 21, 2022 ▶ 34:22 Seeking the holy grail of batteries
2153 days left 2032-08-05
Prediction Open · timeframe Aug 2032
Jenkins: IRA will redirect EV supply chain capital to North America
“What this bill is going to do is make sure a vast majority of that investment is going to go into the United States, North America, and other free trade agreement countries. And so I think we're going to see a big reorientation of the supply chain”
Jesse Jenkins Aug 5, 2022 ▶ 38:29 What the Inflation Reduction Act of 2022 would mean for climatetech
2153 days left 2032-08-05
Prediction Open · timeframe Aug 2032
Jenkins: IRA will drive roughly 29% US electricity demand growth over decade
“So electricity demand grows by about 29%, so just shy of 30% over the next decade in our modeling driven primarily by electrification of vehicles, and then the secondary effect from building electrification.”
Jesse Jenkins Aug 5, 2022 ▶ 55:00 What the Inflation Reduction Act of 2022 would mean for climatetech
2208 days left 2032-09-29
Prediction Open · timeframe Sep 2032
Jaffe: Over 600 GWh of battery manufacturing will onshore in North America
“We expect over 600 gigawatt hours worth of battery manufacturing to onshore in North America Over the next decade.”
Sam Jaffe Sep 29, 2022 ▶ 31:20 Is the Inflation Reduction Act a win for EVs and batteries?
2301 days left 2032-12-31
Prediction Open · timeframe Dec 2032
First advanced nuclear reactor will supply US grid power by 2032
“I'm pretty bad at making predictions, but I would be surprised if by 20 32 we haven't seen Real new advanced reactor electrons on the grid. There may not be many, and it'll probably be just one reactor but it'll shortly thereafter be followed by, you know, a s…”
Katie Huff Feb 5, 2026 ▶ 34:13 The path to market for new nuclear reactors
2301 days left 2032-12-31
Prediction Open · timeframe Dec 2032
Garabedian: Electric Hydrogen will beat fossil hydrogen costs by early 2030s
“Now, if you take our technology roadmap a little further out, and you think about scale and also improvements we have in our, coming in our technology, along with what we expect to see in terms of continued cost reduction in wind and solar, we think we can get…”
Rafi Garabedian Nov 13, 2025 ▶ 37:24 Driving down the cost of green hydrogen
2301 days left 2032-12-31
Prediction Open · timeframe Dec 2032
Garaman: Cyclic Materials aims to recycle 2% of global rare earths by 2032
“Cyclic materials plan is by 2030, 31, 32, we will be recycling around two percent of the world rare earth elements.”
Ahmad Ghahreman Apr 25, 2024 ▶ 37:49 Building a supply chain for rare earth elements
2327 days left 2033-01-26
Prediction Open · timeframe Jan 2033
Sachs: Classic behind-the-meter demand response will dominate DERs for 5-10 years
“I think if you looked forward five, 10 years, you might start to see that, that split start to break down, although kind of going back to what I said before, I think until we really work out this injection piece, that, that demand response, classic demand resp…”
Matthew Sachs Jan 26, 2023 ▶ 34:48 The journey to monetizing DERs
2495 days left 2033-07-13
Prediction Open · timeframe Jul 2033
Corbeau: LOHC and ammonia will lead hydrogen carrier cost race next decade
“I think right now it's a battle between LOHC and ammonia in terms of costs for the kind of next 10 years.”
Anne-Sophie Corbeau Jul 13, 2023 ▶ 34:06 The early days of transoceanic hydrogen transport
2509 days left 2033-07-27
Prediction Open · timeframe Jul 2033
Grogan: The ISA will pass deep sea exploitation regulations
“I think the ISA will pass its exploitation regulations. Whether they do that in July is, is a question that I can't answer. But I think there's, it will go ahead.”
Renee Grogan Jul 27, 2023 ▶ 45:55 Mining the deep sea
2523 days left 2033-08-10
Prediction Open · timeframe Aug 2033
Vijendran: Commercial space solar will take at least a decade with moonshot funding
“We're talking about a decade. Probably at the minimum, if there's a real push to make this happen, a moonshot like approach, putting a substantial amount of funding over that amount of time to do the R and D as well as the demos that you have to do along the w…”
Sanjay Vijendran Aug 10, 2023 ▶ 44:50 Beaming 24/7 solar… from space
2558 days left 2033-09-14
Prediction Open · timeframe Sep 2033
Visioni: Planet-altering geoengineering deployment is extremely unlikely in next decade
“Whatever happens, we're not doing, we're not going to change the planet in the next decade. There, we just, there's no upside. There's, it's extremely unlikely.”
Dan Visioni Sep 14, 2023 ▶ 41:15 Stopping geoengineering, by accident
2666 days left 2033-12-31
Prediction Open · timeframe Dec 2033
Elemental Power expects its first nuclear plant to operate by 2032
“26 to 28, we're doing a construction permit. You know, 29, we start construction, and by 32, 33, we're operating the plant.”
Chris Colbert May 9, 2025 ▶ 27:49 The U.S. nuclear groundswell
2666 days left 2033-12-31
Prediction Open · timeframe Dec 2033
Lubbershane: Utilities will demand gigawatts of multi-day storage by the early 2030s
“Utilities are starting to see that, yes, it's very difficult to get, you know, a gigawatt of multi-day storage today, but in a few years, and certainly by the early twenty-thirties, they're going to want gigawatts of multi-day storage as a compliment to their …”
Andy Lubershane Mar 28, 2024 ▶ 27:50 The electricity gauntlet has arrived
2681 days left 2034-01-15
Prediction Open · timeframe Jan 2034
Bullard: Texas will not build 226 GW of large load by 2033
“I don't think that Texas is actually going to be building 226 gigawatts of just large load in the coming, let's say, seven to eight years.”
Nat Bullard Jan 15, 2026 ▶ 35:08 2026 trends: Gas turbines, Texas’ load queue and China electrifies
2816 days left 2034-05-30
Prediction Open · timeframe May 2034
Lubbershane: High-performance lithium battery density will improve 50% within a decade
“I think it is reasonably safe to assume that we're going to get at least a 50% improvement in lithium ion battery density for high performance batteries in the next, let's say, five to 10 years.”
Andy Lubershane May 30, 2024 ▶ 10:37 Heavy duty decarbonization
2830 days left 2034-06-13
Prediction Open · timeframe Jun 2034
Janus: AEP will not connect 90 gigawatts in next decade
“There's no reason to believe that AEP is going to connect 90 gigawatts in the next 10 years.”
Brian Janous Jun 13, 2024 ▶ 13:35 Under the hood of data center power demand
3031 days left 2034-12-31
Prediction Open · timeframe Dec 2034
Lubershain: New nuclear power will not scale in US until 2035+
“I don't think we're gonna see, we might see a little bit, you know, in the 2030, early 20 thirties time frame, but I think for the most part we're talking 2035 and beyond when we, when we'd actually have new nuclear power at scale coming online.”
Andy Lubershane Jul 17, 2025 ▶ 29:03 Five big questions emerging from the OBBB
3032 days left 2035-01-01
Prediction Open · timeframe Jan 2035
Mukhopadhyay: Liquid hydrogen combustion aircraft will not arrive before 2035
“And so with that timeline, yes, 2035 is probably the earliest I would expect a liquid hydrogen combustion aircraft to show up.”
Jayant Mukhopadhyay Aug 18, 2022 ▶ 28:01 Booking your first zero-emissions flight
3212 days left 2035-06-30
Prediction Open · timeframe Jun 2035
Kugelmass: Advanced chemistry nuclear reactors will not deploy until mid-2030s
“The ones that are most realistic, even by their own admission, by the way, to be built in the next five to 10 years, are the ones that use the traditional proven reactor technology and don't introduce some sort of physics chemistry or material science innovati…”
Brett Kugelmass Feb 16, 2023 ▶ 13:21 Strong opinions on SMRs
3396 days left 2035-12-31
Prediction Open · timeframe Dec 2035
80% of AI inference compute will move to the edge by 2035
“So I would say that we could be getting 80% of our compute done locally and leaving 20% of the heavy lifting or the more esoteric, the more corner case compute for the data center cloud. That is, of course, excluding the training. The training will Continue to…”
Dr. Ben Lee Dec 18, 2025 ▶ 41:54 Will inference move to the edge?
3396 days left 2035-12-31
Prediction Open · timeframe Dec 2035
Waters: SMRs will not be a viable power source until the mid-2030s
“The challenge there is that between permitting and technology development that needs to happen, you're probably talking about, you know, mid 20 thirties before you see that become a real play.”
Jeff Waters Apr 23, 2025 ▶ 5:30 What’s next for the battery storage boom? [partner content]
3396 days left 2035-12-31
Prediction Open · timeframe Dec 2035
Larson expects gas plant capacity factors to plummet by the mid-2030s
“We see that going down into, like, the twenties. Because wind and solar are coming on at such huge volumes in their variables. So you're running these gas plants in a much different way by the mid-twenty-thirties.”
John Larson May 18, 2023 ▶ 44:29 Unpacking EPA’s newly proposed power emissions rule
3425 days left 2036-01-29
Prediction Open · timeframe Jan 2036
McGinnis: US will deploy tens of gigawatts of plug-in DERs by 2036
“Again, if you look to Germany, like, doing a gigawatt in a handful of years in what is a much smaller, you know, country than ours, it wouldn't shock me to see tens of gigawatts deployed in the next five to 10 years in the US where that's actually making a mea…”
James McGinnis Jan 29, 2026 ▶ 30:22 The rise of permissionless DERs
4062 days left 2037-10-27
Prediction Open · timeframe Oct 2037
Steele: Nigeria's Population Will Surpass the US in the Next 15 Years
“In the next 15 years, Nigeria's population is going to pass the U.S., So it'll be the third most populous country in the world.”
Kate Steele Oct 27, 2022 ▶ 46:21 Climatetech for developing economies
4857 days left 2039-12-31
Prediction Open · timeframe Dec 2039
Light water reactors deploy in early 2030s; non-light water in late 2030s
“The early thirties is the light water reactors, and the late thirties is when we'll see commercially more of the non-light water reactors coming to fore.”
Chris Colbert May 9, 2025 ▶ 13:26 The U.S. nuclear groundswell
7105 days left 2046-02-25
Prediction Open · timeframe Feb 2046
Roberts predicts recycled minerals will become cheaper than mined within 20 years
“I would just say that my, I guess my prediction would be that in 10 years, maybe or in 20, that just a unit of critical minerals drawn from recycling will be cheaper than a unit of Mind. I think. I think. Eventually. Like, I think it will end up being our prim…”
David Roberts Feb 25, 2026 ▶ 50:49 Volts crossover: Six big energy questions
8875 days left 2050-12-31
Prediction Open · timeframe Dec 2050
Grunwald: Global Food Production Needs 6 Quadrillion More Calories by 2050
“You know, we're probably at this point gonna need about six quadrillion more calories by twenty-fifty which is, you know, I like to say it's like a dozen Olive Garden breadsticks every day for every human being on Earth. That's extra. We're gonna have to grow.”
Mike Grunwald Jan 23, 2025 ▶ 5:14 The climate-ag grab bag
8875 days left 2050-12-31
Prediction Open · timeframe Dec 2050
Brooke: Global livestock emissions are projected to increase 46% by 2050
“And we're expecting animal protein consumption to increase about, by about 20% by mid-century, about twenty-fifty. And that's going to result in an increase in emissions from livestock production by about 46%.”
Charles Brooke Jan 26, 2024 ▶ 13:48 Solving the cow burp problem
8875 days left 2050-12-31
Prediction Open · timeframe Dec 2050
Friedmann: Maritime shipping will use a mix of methanol and ammonia by 2050
“But in twenty-fifty, I think we're going to end up with a blend of both, in part because we're starting already with methanol. People are making investments in methanol ships and methanol bunkering because they want to decarbonize rapidly by twenty-thirty. And…”
Julio Friedmann Jan 5, 2023 ▶ 30:05 Ammonia: the beer of decarbonization
8875 days left 2050-12-31
Prediction Open · timeframe Dec 2050
Heavy industry will represent a majority of global emissions by 2050
“These hard to abate sectors represent about a third of global emissions today. And they're the ones, you know, as all the listeners know, this is where the energy transition has not started. And so on current course in speed, this will be a majority of humanit…”
Varun Sivaram Dec 15, 2022 ▶ 19:49 Advance market commitments to decarbonize heavy industry
8875 days left 2050-12-31
Prediction Open · timeframe Dec 2050
Mukhopadhyay: Fleet turnover caps 2050 hydrogen aircraft penetration at 6% to 12%
“And so our projections suggest that even though hydrogen aircraft could service a third of passenger aviation, the actual market penetration is probably going to be more like six to 12% by 20 50. Because of that slow fleet turnover rate.”
Jayant Mukhopadhyay Aug 18, 2022 ▶ 28:40 Booking your first zero-emissions flight
8875 days left 2050-12-31
Prediction Open · timeframe Dec 2050
Rivest: Energy consumption from cooling will at least triple by 2050
“It depends upon how other sectors grow, but we know that cooling will at least triple in energy consumption between now and twenty-fifty.”
Jesse Rivest Mar 3, 2022 ▶ 7:02 Unlocking hyper-efficient cooling
8875 days left 2050-12-31
Prediction Open · timeframe Dec 2050
Rutherford: SAFs will lead aviation decarbonization through 2040 before hydrogen potentially emerges
“You know, 2030, SAFs, definitely. 2040, I would also say SAFs. 20 50, it may shift to hydrogen.”
Dan Rutherford Dec 2, 2021 ▶ 37:24 A bumpy ride toward decarbonizing aviation
9338 days left 2052-04-07
Prediction Open · timeframe Apr 2052
Bataille: Massive global oil and natural gas consumption will persist for decades
“Because, you know, we're at a hundred million barrels per day and a large consumption of natural gas. That's going to be with us for 30 years.”
Dr. Chris Bataille Apr 7, 2022 ▶ 29:57 Carbon capture and storage is making a comeback
9758 days left 2053-06-01
Prediction Open · timeframe Jun 2053
Copper demand over the next 30 years will equal all historical production
“The amount of copper that will be required in the next 30 year shale is roughly the amount of copper that humanity has produced all over history.”
Cristobal Undurraga Jun 1, 2023 ▶ 38:07 Keeping copper from limiting the energy transition
10121 days left 2054-05-30
Prediction Open · timeframe May 2054
Lubbershane: Electricity will remain more cost-effective than biofuels or hydrogen
“Even as the cost of clean electricity increases over the coming decade or two or three, I think electricity will still look cost effective as a fuel, like the primary, you know, the energy input relative to things like biofuels or clean hydrogen, perhaps some …”
Andy Lubershane May 30, 2024 ▶ 5:48 Heavy duty decarbonization
16180 days left 2070-12-31
Prediction Open · timeframe Dec 2070
Bataille: Carbon removal is an admission we will miss net-zero targets
“We're probably going to blow past the deadline by about two decades, which means, you know, CDR is basically an admission of failure. That we did not mitigate fast enough.”
Dr. Chris Bataille Apr 7, 2022 ▶ 33:37 Carbon capture and storage is making a comeback
16657 days left 2072-04-21
Prediction Open · timeframe Apr 2072
House: Reaching a fully circular battery economy will take 50 years
“We can achieve 90, 98, 99% recycling rates on these, on, on these batteries, and over time, we'll get to the point where we do not have to mine them which is really, really exciting. But that will take more than a generation, unfortunately. We need a lot more …”
Kurt House Apr 21, 2022 ▶ 46:05 The great rush for battery metals
16713 days left 2072-06-16
Prediction Open · timeframe Jun 2072
Visioni: Space mirrors for geoengineering unlikely in next 50 years
“It is very unlikely that in the next 2030, 50 years, we could scale up space industry in a way that would allow us to have large, gigantic, controllable space mirrors at L Two.”
Dan Visioni Jun 16, 2022 ▶ 25:35 Making sense of solar engineering

Closed calls (60+) the full record →

Prediction Held up
Grunwald: Feeding 2050 Population Needs Two Indias' Worth of New Land
“If, even if we continue to increase farm yields at the same rate they've increased throughout the Green Revolution we're gonna need another two India's worth of land, which essentially means, you know, gonna bye-bye Amazon and Congo rainforests, you know, very…”
Mike Grunwald Jan 23, 2025 ▶ 5:40 The climate-ag grab bag
Prediction Held up
Lubershain: Global AC demand will add another US power sector by 2050
“Depending on what forecast you look at in a sort of business as usual technology scenario, that means we're on track to add, roughly speaking, another whole U.S. Electricity sector worth of electricity demand globally for this new air conditioning demand by ar…”
Andy Lubershane Nov 10, 2022 ▶ 9:14 Unleashing the magic of heat pumps
Prediction Held up
Mukhopadhyay: Decarbonizing 2050 aviation requires today's entire global renewable energy output
“In 2050, the amount of electricity that would be required to decarbonize aviation is the entire renewable energy production today. So all of the energy, renewable energy that is produced today could be used up in aviation alone.”
Jayant Mukhopadhyay Aug 18, 2022 ▶ 37:31 Booking your first zero-emissions flight
Prediction Held up
Larson: IRA will cut US power emissions to ~500M tons by mid-2030s
“With our IRA analysis, we see... Power sector CO two emissions dropping potentially quite a large amount, like from like the one and a half billion tons or so from last year. Down to maybe half a billion tons, even lower in some instances, depending on the eco…”
John Larson May 18, 2023 ▶ 46:15 Unpacking EPA’s newly proposed power emissions rule
Prediction Held up
Friedmann: Distributed ammonia production will emerge over the next decade
“If you have distributed hydrogen production, you could very well have distributed ammonia production. And so these kinds of things are opportunities that we're going to see emerge over the next decade, and I'm excited to see that technology come to the field.”
Julio Friedmann Jan 5, 2023 ▶ 50:53 Ammonia: the beer of decarbonization
Prediction Partly held up
Beard: Geothermal will scale via shallow sedimentary basins before deep rock
“That I think is how geothermal or geothermal anywhere will roll out in the next decade, is you've got teams that are in sedimentary basins right now, like In South Texas, right? They're trying geothermal anywhere projects in places where they can get to heat i…”
Jamie Beard Sep 9, 2022 ▶ 20:46 Could geothermal become a major zero-emissions player?
Prediction Held up
Hawkins: Most Data Centers Are Moving to Closed-Loop Cooling
“Frankly, most of the industry is going that way.”
Raymond Hawkins Aug 6, 2026 ▶ 31:31 The electrician shortage slowing the AI boom
Prediction Held up
Lubershane: Islandable microgrids will deploy at megawatt EV charging depots
“The same expertise in in islandable large-scale power systems that are grid-connected but can take themselves offline, can provide peak capacity to the grid, can ensure that they're never drawing beyond a certain amount of capacity from the grid. Like, that sa…”
Andy Lubershane Jun 18, 2026 ▶ 22:44 Enter the electric supercycle
Prediction Didn’t hold up
Von Munch: Fusion startups will not see exits before reaching net facility gain
“Because I think the thing that's true is that you're not going to see an exit prior to that milestone.”
Carrie Von Munch May 21, 2026 ▶ 40:23 A blueprint for scalable fusion power
Prediction Held up
Kann: On-grid, off-grid, edge, and space data centers will probably be built
“Massive data centers on the grid, massive data centers off-grid, small data centers on the edge, huge data center clusters in space. Each of these might get built. Actually, each of them probably will get built”
Shayle Kann Mar 12, 2026 ▶ 2:29 AI scaling pathways: on grid, on edge, off grid, off planet
Prediction Held up
Kann predicts US data center capacity will double by 2030.
“I'm on the oversight here. I'm betting that there will be more than 20 gigawatts of new data center capacity in the United States by then.”
Shayle Kann Jul 18, 2024 ▶ 3:03 Can chip efficiency slow AI's energy demand?
Prediction Held up
Corbeau: LOHC hydrogen transport will cost $2.50 to $4 per kg by 2030
“So, you know, when I was talking about, you know, the high range of liquid hydrogen by 2030, which is above seven dollars per kilogram you know, the high range for liquid organic hydrogen carriers would be around four dollars per kilogram. So this is much lowe…”
Anne-Sophie Corbeau Jul 13, 2023 ▶ 25:26 The early days of transoceanic hydrogen transport
Prediction Held up
Zindler: Global Solar Installs Could Near 650 GW Annually by 2030
“We're talking about another potentially close to doubling of installation per year by the end of this decade, something like the 600 to 650 gigawatts, something like that range.”
Ethan Zindler Jun 22, 2023 ▶ 36:22 Building out a U.S. solar supply chain
Prediction Held up
Jenny Chase: Solar will be built for green hydrogen production by 2030
“And that's even before you start thinking about, are we going to build solar to make hydrogen? And I suspect that by 2030 we are, just because we've got no idea how else to manage the problems of intermittency and how to decarbonize steel and fertilizer.”
Jenny Chase Dec 1, 2022 ▶ 43:15 Unpopular solar opinions, 2022 edition
Prediction Held up
Sridhar: Edge AI inference data centers will require 5 to 30 megawatts
“The inference data centers for AI, unlike the CPU data centers of today that are one to 10 megawatts, typically on the edge, are going to be Somewhere between five to 30 megawatts on the edge.”
K.R. Sridhar Oct 21, 2025 ▶ 15:07 Frontier Forum: The new power map for AI infrastructure
Prediction Held up
Sridhar: Data centers will shift to 800-volt DC architecture
“The second pain point that they are working on as we speak is shifting the mindset to an 800 volt DC bus going into Iraq. Let me explain this to you. When you are a large power plant that produces 50 megawatts, 500 megawatts worth of power, because so much pow…”
K.R. Sridhar Oct 21, 2025 ▶ 17:39 Frontier Forum: The new power map for AI infrastructure
Prediction Held up
Kann: Data centers will partner with DER aggregators for grid capacity
“We're just starting to see this wave of announcements that are inexorably coming where there are going to be partnerships between hyperscalers or data center operators and the Third parties who do aggregations of DERs to deliver capacity to get data centers on…”
Shayle Kann Oct 16, 2025 ▶ 6:18 Calibrating hype with Akshat Rathi
Prediction Didn’t hold up
Kimber: AI data centers will never offer flexible power load
“Every second you aren't running that at a hundred percent capacity factor is enormous amortized cost, right? So that it's just, it's one of those things where it's like, you'd be a fool to turn it down. You have to at some points because operationally, you kno…”
Sheldon Kimber Feb 13, 2025 ▶ 28:49 The case for colocating data centers and generation
Prediction Held up
Kimber: AI inference will ultimately draw far more power than training
“I think now what we're seeing is that inference in the aggregate is actually probably a much larger draw than the training in the long run.”
Sheldon Kimber Feb 13, 2025 ▶ 44:04 The case for colocating data centers and generation
Prediction Held up
Hsu predicts someone will achieve fusion scientific breakeven during the 2020s
“If I were a betting person, I would say yes. I think somebody will achieve scientific break-even this decade, and possibly more than one.”
Dr. Scott Hsu Dec 23, 2021 ▶ 41:05 Is nuclear fusion getting close?
Prediction Held up
Johnson: Geologic hydrogen extraction costs should match natural gas extraction
“If you can find hydrogen under the ground, the reality is you should be able to produce it from a volumetric standpoint at a similar cost that we produce natural gas out of the ground.”
Pete Johnson Aug 23, 2024 ▶ 15:35 Hunting for geologic hydrogen
Prediction Held up
Loo: Maritime shipping will not converge on a single replacement fuel
“I think, you know, the future of maritime, it's not going to be single fuel. So we're not going to, for example, move into one single fuel. I think, you know, as a contrast to aviation, where I think there's a convergence that we need sustainable aviation fuel…”
Dr. Lynn Loo Jul 12, 2024 ▶ 11:33 Decarbonizing the high seas
Prediction Held up
Loo: Projections show ammonia will eventually be cheaper than e-methanol
“In the long term, if you look at the projections and the numbers, I think if costs were the driver, then the cost of ammonia is going to be cheaper than the cost of e-methanol.”
Dr. Lynn Loo Jul 12, 2024 ▶ 25:01 Decarbonizing the high seas
Prediction Held up
Faruqi: Solar generation will push electricity peak hours into late night
“The peak will keep on going into the later evening, early nighttime hours, and the off peak will be in the middle of the day when the sun is shining and you have a lot of solar generation, both supply side and customer side.”
Ahmad Faruqi May 28, 2024 ▶ 11:08 With Great Power: Why dynamic rates are gaining momentum
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