The Numbers Museum

Every specific figure ever claimed on the show. 1,259 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
10% “10%” Lubershain: Energy accounts for 5% to 10% of data center operational costs Andy Lubershane Sep 10, 2026 Supported
1.5% “1.5%” Lubershain: Electricity accounts for 1% to 1.5% of average personal income Andy Lubershane Sep 10, 2026
6% “six percent” Lubershain: EPRI found data centers already slightly lower average customer bills Andy Lubershane Sep 10, 2026 Supported
“two times” Lubershain: Grid equipment and gas plant costs have doubled or tripled Andy Lubershane Sep 10, 2026
“three times” Lubershain: Grid equipment and gas plant costs have doubled or tripled Andy Lubershane Sep 10, 2026
10% “10%” Lubershain: Large data centers add 10% to 30%+ to mid-sized utility loads Andy Lubershane Sep 10, 2026
20% “20%” Lubershain: Large data centers add 10% to 30%+ to mid-sized utility loads Andy Lubershane Sep 10, 2026
30% “30%” Lubershain: Large data centers add 10% to 30%+ to mid-sized utility loads Andy Lubershane Sep 10, 2026
16M “a fifteen million” Janous: Data centers spurred massive civic investment and job gains in Quincy Brian Janous Sep 3, 2026 Partly supported
50M “fifty million” Janous: Data centers spurred massive civic investment and job gains in Quincy Brian Janous Sep 3, 2026 Partly supported
29% “29%” Janous: Data centers spurred massive civic investment and job gains in Quincy Brian Janous Sep 3, 2026 Partly supported
6% “six percent” Janous: Data centers spurred massive civic investment and job gains in Quincy Brian Janous Sep 3, 2026 Partly supported
$40B “forty billion dollars” Wang: Global diesel generator and fuel market is $30B to $40B annually Richard Wang Aug 27, 2026 Partly supported
$1K “a thousand dollars” Wang: Diesel generator hardware costs $500 to $800 per kilowatt Richard Wang Aug 27, 2026 Supported
10× “10 times” Wang: Equivalent battery backup requires over 10x the footprint of diesel Richard Wang Aug 27, 2026 Supported
1K “a thousand” Wang: Voya's generator runs indefinitely via continuous aluminum refueling Richard Wang Aug 27, 2026
“four times” Wang: Voya achieves 100 MW per acre, quadrupling diesel density Richard Wang Aug 27, 2026 Supported
30% “30%” Wang: Voya cuts front-line fuel shipping volume by roughly 70% Richard Wang Aug 27, 2026 Open
70% “70%” Wang: Voya cuts front-line fuel shipping volume by roughly 70% Richard Wang Aug 27, 2026 Open
$250K “quarter million dollars” Wong: Transmission interconnection studies take 6-9 months and cost $250K Josh Wong Aug 20, 2026 Supported
99.9% “99.9%” Wong: ThinkLabs trains state-sized utility models in 10 minutes for $5 Josh Wong Aug 20, 2026
$2B “two billion dollars” Tillis claims Biden's Keystone XL cancellation destroyed two billion dollars of capital Tom Tillis Aug 11, 2026 Supported
85% “85%” Hawkins: 85% of Compass data centers are prefabricated off-site Raymond Hawkins Aug 6, 2026
90% “90%” Hade: Utility scale is 90% of US battery growth and C&I is virtually zero Tim Hade Jul 30, 2026 Supported
10% “10%” Hade: Utility scale is 90% of US battery growth and C&I is virtually zero Tim Hade Jul 30, 2026 Supported
5% “five percent” Hade: 5% electricity savings opens C&I battery talks; 10% wins them Tim Hade Jul 30, 2026
10% “10%” Hade: 5% electricity savings opens C&I battery talks; 10% wins them Tim Hade Jul 30, 2026
11× “11 X” Hade: PJM capacity prices have increased 11x over 36 months Tim Hade Jul 30, 2026 Supported
30% “30%” Hade: Much of US battery storage qualifies for 50% tax credits Tim Hade Jul 30, 2026
10% “10%” Hade: Much of US battery storage qualifies for 50% tax credits Tim Hade Jul 30, 2026
50% “50%” Hade: Much of US battery storage qualifies for 50% tax credits Tim Hade Jul 30, 2026
40% “40%” Hade: Battery storage hardware costs dropped 30% to 40% over 18 months Tim Hade Jul 30, 2026 Supported
30% “30%” Hade: Battery storage hardware costs dropped 30% to 40% over 18 months Tim Hade Jul 30, 2026 Supported
90% “90%” Hade: AI tooling will slash C&I battery transaction costs 90% in three years Tim Hade Jul 30, 2026 Open
1M “a million” Quantum roadmaps target million-qubit systems within three to five years Bob Sorenson Jul 16, 2026 Supported
1K “a thousand” Quantum qubit scaling follows a near-exponential trajectory Bob Sorenson Jul 16, 2026
$700M “seven hundred million dollars” Leading scientific supercomputers cost up to $700M plus $300M in power Bob Sorenson Jul 16, 2026 Supported
$300M “three hundred million dollars” Leading scientific supercomputers cost up to $700M plus $300M in power Bob Sorenson Jul 16, 2026 Supported
$50B “fifty billion dollars” Eliahu-Ontiveros: Google deployed $50B in balance sheet backstops for Anthropic Jeremy Eliahu-Ontiveros Jul 9, 2026 Supported
1% “one percent” Yedvab: Reflecting under 1% of sunlight stabilizes global temperatures Yanai Yedvab Jul 1, 2026 Supported
1M “one million” Yedvab: Background stratospheric levels make small-scale sulfate testing impossible Yanai Yedvab Jul 1, 2026 Contradicted
$10B “ten billion dollars” Yedvab: 0.5 degrees of cooling costs $10 billion using Stardust particles Yanai Yedvab Jul 1, 2026
2M “two million” Yedvab: Halting global warming would cost $20 billion annually using Stardust Yanai Yedvab Jul 1, 2026
$20B “Twenty billion dollars” Yedvab: Halting global warming would cost $20 billion annually using Stardust Yanai Yedvab Jul 1, 2026
$60M “sixty million dollars” NextEra plans 100-mile Mid-Atlantic transmission line across PJM Maeve Allsup Jun 25, 2026 Supported
“three times” Lubershane: Grid equipment costs 2-3x more and takes 3-5 years to deliver Andy Lubershane Jun 18, 2026 Partly supported
“four times” Lubershane: A home humanoid robot will use 3-4x a refrigerator's annual power Andy Lubershane Jun 18, 2026 Supported
1K “a thousand” Kann: Department of Defense is seeking a 2,000 Wh/kg battery Shayle Kann Jun 18, 2026 Supported
“three X” Kann: Department of Defense is seeking a 2,000 Wh/kg battery Shayle Kann Jun 18, 2026 Supported
1K “a thousand” Lubershane: Ultra-dense batteries will commercialize in defense long before EVs Andy Lubershane Jun 18, 2026
“four times” Lubershane: Ultra-dense batteries will commercialize in defense long before EVs Andy Lubershane Jun 18, 2026
55M “fifty five million” China has 15 to 20 million units of idle car manufacturing capacity Michael Dunne Jun 11, 2026 Open
25M “twenty five million” China has 15 to 20 million units of idle car manufacturing capacity Michael Dunne Jun 11, 2026 Open
10M “ten million” China has 15 to 20 million units of idle car manufacturing capacity Michael Dunne Jun 11, 2026 Open
20M “twenty million” China has 15 to 20 million units of idle car manufacturing capacity Michael Dunne Jun 11, 2026 Open
12M “twelve million” China is on track to export 12 million cars this year Michael Dunne Jun 11, 2026 Open
5% “five percent” EVs jumped from 5 percent to 50 percent of China's market since 2020 Michael Dunne Jun 11, 2026 Supported
40% “40%” Chinese EVs cost 30 to 40 percent less than Western competitors Michael Dunne Jun 11, 2026 Supported
20% “20%” Kann: Electricity accounts for only 20% of global final energy demand Shayle Kann Jun 4, 2026 Supported
30% “30%” Fulgham: Global solar generation increased by 636 TWh (30%) in 2025 Nick Fulgham Jun 4, 2026 Supported
27% “27%” Fulgham: Solar generation averaged 27% annual growth over past decade Nick Fulgham Jun 4, 2026 Supported
“five times” Fulgham: India's per-capita renewables generation is 5x China's 15-year-old baseline Nick Fulgham Jun 4, 2026 Supported
“four times” Fulgham: India's coal generation will peak 3 to 4 times lower than China's Nick Fulgham Jun 4, 2026 Open
46% “46%” Fulgham: Global battery storage installations grew 46% to 250 GWh in 2025 Nick Fulgham Jun 4, 2026 Partly supported
14% “14%” Fulgham: 2025 battery additions can shift 14% of new solar output Nick Fulgham Jun 4, 2026 Supported
20% “20%” Kann: US, China, and EU battery-to-solar ratios lag at 9% to 20% Shayle Kann Jun 4, 2026 Supported
18% “18%” Kann: US, China, and EU battery-to-solar ratios lag at 9% to 20% Shayle Kann Jun 4, 2026 Supported
9% “nine percent” Kann: US, China, and EU battery-to-solar ratios lag at 9% to 20% Shayle Kann Jun 4, 2026 Supported
50% “50%” Kann: Batteries must grow 2x-3x faster than solar to reach equilibrium Shayle Kann Jun 4, 2026
“three times” Kann: Batteries must grow 2x-3x faster than solar to reach equilibrium Shayle Kann Jun 4, 2026
18× “18 times” Fulgham: Global gas generation grew 30–40 TWh in 2025 vs 636 TWh for solar Nick Fulgham Jun 4, 2026 Supported
99.8% “99.8%” Panthalassa wave data centers achieve 99.8 percent availability with minimal batteries Garth Sheldon-Coulson May 28, 2026
90% “90%” Panthalassa designs deliver wave power at 3.5 to 4 cents per kWh Garth Sheldon-Coulson May 28, 2026
99% “99%” Panthalassa designs deliver wave power at 3.5 to 4 cents per kWh Garth Sheldon-Coulson May 28, 2026
“five X” Von Munch: Practical fusion power plants require 5x net facility gain Carrie Von Munch May 21, 2026
1.5M “a half million” Linville: India recently bought 2.5 million tons of fertilizer above $900/ton Josh Linville May 14, 2026 Supported
1.5M “a half million” Linville: European nitrogen fertilizer production is running at 75% capacity Josh Linville May 14, 2026 Supported
75% “75%” Linville: European nitrogen fertilizer production is running at 75% capacity Josh Linville May 14, 2026 Supported
100% “hundred percent” Linville: European fertilizer production may never return to 100% capacity Josh Linville May 14, 2026
30M “thirty million” Linville: Persian Gulf Disruption Cut Indian Urea Production Up to 50% Josh Linville May 14, 2026 Supported
15M “fifteen million” Linville: Persian Gulf Disruption Cut Indian Urea Production Up to 50% Josh Linville May 14, 2026 Supported
60% “60%” Linville: Persian Gulf Disruption Cut Indian Urea Production Up to 50% Josh Linville May 14, 2026 Supported
1M “a million” Linville: Over 900,000 tons of urea are trapped behind Strait of Hormuz Josh Linville May 14, 2026 Partly supported
5B “five billion” Linville: A world-scale nitrogen production facility costs $3B to $5B Josh Linville May 14, 2026 Supported
200M “two hundred million” Kann: Waymo has driven 200 million miles on public roads Shayle Kann May 7, 2026 Supported
90% “90%” Hershman: 85% of solar labor is mechanical, not skilled electrical George Hershman Apr 30, 2026 Supported
15% “15%” Hershman: 85% of solar labor is mechanical, not skilled electrical George Hershman Apr 30, 2026 Supported
1M “a million” Hershman: Solar installation is closer to manufacturing than traditional construction George Hershman Apr 30, 2026
$35B “thirty-five billion dollars” Google's 2026 CapEx is 5-7x the entire US transmission spend Shayle Kann Apr 23, 2026 Supported
“seven times” Google's 2026 CapEx is 5-7x the entire US transmission spend Shayle Kann Apr 23, 2026 Supported
10× “10 X” Vahdat: AI accelerator power density is 100x higher than storage Amin Vahdat Apr 23, 2026 Supported
100× “hundred X” Vahdat: AI accelerator power density is 100x higher than storage Amin Vahdat Apr 23, 2026 Supported
94% “94%” Data centers drive 94% of PJM load growth, 17% of US power Varun Sivaram Apr 9, 2026 Supported
17% “17%” Data centers drive 94% of PJM load growth, 17% of US power Varun Sivaram Apr 9, 2026 Supported
50% “50%” Sivaram: Over 100GW of stranded grid capacity could power flexible data centers Varun Sivaram Apr 9, 2026 Supported
55% “55%” Sivaram: Study shows AI workloads offer 18% to 55% power flexibility Varun Sivaram Apr 9, 2026 Supported
300B “A two hundred billion” Johnson compares $200B clean energy market to U.S. Interstate Highway System Alfred Johnson Apr 6, 2026 Supported
20B “twenty billion” Johnson: Clean energy financing reached $200B on $120B CapEx in 2025 Alfred Johnson Apr 6, 2026 Partly supported
10B “a nine billion” Johnson: Transferable tax credit market hit $42B in 2025, up from $9B Alfred Johnson Apr 6, 2026 Supported
43B “a forty-two billion” Johnson: Transferable tax credit market hit $42B in 2025, up from $9B Alfred Johnson Apr 6, 2026 Supported
76% “76%” Johnson: Clean energy tax credit market diversified beyond 76% wind and solar Alfred Johnson Apr 6, 2026 Supported
20B “twenty billion” Johnson: Tax equity market reached $36B in 2025 via hybrid transactions Alfred Johnson Apr 6, 2026 Supported
36B “thirty six billion” Johnson: Tax equity market reached $36B in 2025 via hybrid transactions Alfred Johnson Apr 6, 2026 Supported
$500M “five hundred million dollars” Bayes: Projects with $500M+ tax credit tranches grew from two to dozens Katie Bayes Apr 6, 2026 Not publicly verifiable
$100M “a hundred million dollars” Bayes: Tax credit purchases reduce corporate effective tax rates by roughly 3% Katie Bayes Apr 6, 2026
$12M “twelve million dollars” Bayes: Tax credit purchases reduce corporate effective tax rates by roughly 3% Katie Bayes Apr 6, 2026
3% “three percent” Bayes: Tax credit purchases reduce corporate effective tax rates by roughly 3% Katie Bayes Apr 6, 2026
72% “72%” Johnson: Battery Storage Deployments Grew About 72% from 2024 to 2025 Alfred Johnson Apr 6, 2026 Partly supported
75% “75%” Nolan: US has no commercial-scale domestic enrichers, relies on Europe and Russia Scott Nolan Apr 2, 2026 Partly supported
25% “25%” Nolan: US has no commercial-scale domestic enrichers, relies on Europe and Russia Scott Nolan Apr 2, 2026 Partly supported
20% “20%” Nolan: US has no commercial-scale domestic enrichers, relies on Europe and Russia Scott Nolan Apr 2, 2026 Partly supported
80% “80%” Nolan: US has no commercial-scale domestic enrichers, relies on Europe and Russia Scott Nolan Apr 2, 2026 Partly supported
86% “86%” US uranium enrichment market share dropped from 86% to under 0.1% Scott Nolan Apr 2, 2026 Supported
1% “1%” US uranium enrichment market share dropped from 86% to under 0.1% Scott Nolan Apr 2, 2026 Supported
95% “95%” Shafer: Spent commercial nuclear fuel is 95% uranium and 5% byproducts Dr. Jen Shafer (Jen Schaefer) Mar 26, 2026 Supported
5% “five percent” Shafer: Spent commercial nuclear fuel is 95% uranium and 5% byproducts Dr. Jen Shafer (Jen Schaefer) Mar 26, 2026 Supported
$50B “fifty billion dollars” Shafer: US Nuclear Waste Fund holds roughly $50 billion in unspent fees Dr. Jen Shafer (Jen Schaefer) Mar 26, 2026 Supported
“five times” Moskowitz: Post-IRA US clean tech manufacturing investment surged more than fivefold Scott Moskowitz Mar 19, 2026 Partly supported
3M “three million” Moskowitz: China supported 3 million solar jobs while installing twice US capacity Scott Moskowitz Mar 19, 2026 Supported
10× “10 times” Moskowitz: China supported 3 million solar jobs while installing twice US capacity Scott Moskowitz Mar 19, 2026 Supported
“two times” Moskowitz: Domestic manufacturing creates the political power necessary to scale deployment Scott Moskowitz Mar 19, 2026
10× “10 times” Moskowitz: Domestic manufacturing creates the political power necessary to scale deployment Scott Moskowitz Mar 19, 2026
50% “50%” Elder: Stripe and Scale study found 1TW+ off-grid potential in Southwest Jake Elder Mar 12, 2026 Supported
90% “90%” Elder: Stripe and Scale study found 1TW+ off-grid potential in Southwest Jake Elder Mar 12, 2026 Supported
90% “90%” Elder: Early off-grid data center projects fail to maintain 90% uptime Jake Elder Mar 12, 2026
90% “90%” Kann: Data center development is rapidly expanding into West Texas Shayle Kann Mar 12, 2026 Supported
1M “a million” Phillips: Duke Energy manages one million customers and 2.5GW in summer capacity Stacey Phillips Mar 10, 2026 Supported
1M “a million” Phillips: Duke Energy has one million field switches, mostly one-way Stacey Phillips Mar 10, 2026
$20M “twenty million dollars” Frader-Thompson: Spending $20M on software before launching a VPP is backwards Seth Frader-Thompson Mar 10, 2026
10× “10 times” Araque: 800°F Geothermal Wells Transfer 10x More Power Than 200°F Wells Carlos Araque Mar 5, 2026 Supported
1K “a thousand” Araque: Over 50 super-hot geothermal wells have been drilled worldwide Carlos Araque Mar 5, 2026 Partly supported
40% “40%” Roberts: Pakistan recently imported solar capacity equivalent to 40% of total load David Roberts Feb 25, 2026 Supported
140M “a hundred forty million” Kann: Heron Power Raised $140M Series B Led by a16z Shayle Kann Feb 19, 2026
1% “one percent” Baglino: Silicon carbide in Tesla inverters saved three miles of battery Drew Baglino Feb 19, 2026 Supported
250% “250%” Baglino: Step-up transformer demand has surged over 250% since 2019 Drew Baglino Feb 19, 2026 Partly supported
100% “hundred percent” Baglino: Step-up transformer demand has surged over 250% since 2019 Drew Baglino Feb 19, 2026 Partly supported
100× “hundred times” Baglino: Solid-state transformers are 50 to 100x more power dense Drew Baglino Feb 19, 2026 Supported
98% “98%” Baglino: Central inverters average 97.5% to 98% availability, leading solar plant underperformance Drew Baglino Feb 19, 2026 Supported
0.5% “half percent” Baglino: Central inverters average 97.5% to 98% availability, leading solar plant underperformance Drew Baglino Feb 19, 2026 Supported
1% “one percent” Baglino: Utility-scale solar plant transformers fail at about 1.4% per year Drew Baglino Feb 19, 2026 Not publicly verifiable
1.4% “1.4%” Baglino: Utility-scale solar plant transformers fail at about 1.4% per year Drew Baglino Feb 19, 2026 Not publicly verifiable
70% “70%” Baglino: SSTs eliminate 70% of data center electrical components and footprint Drew Baglino Feb 19, 2026
$1K “a thousand dollars” Siegel: The cost to build combined-cycle gas plants doubled or tripled Paul Siegel Feb 12, 2026 Supported
$1K “a thousand dollars” Siegel: Forward power prices topped $1,000/MWh ahead of recent storm Paul Siegel Feb 12, 2026 Supported
50% “50%” Siegel: The electrical grid operates at roughly a 50% capacity factor Paul Siegel Feb 12, 2026 Supported
50% “50%” McGinnis: Soft costs account for over 50% of residential energy installs James McGinnis Jan 29, 2026 Supported
4M “four million” McGinnis: Germany adopted 4M balcony solar units exceeding 1GW in four years James McGinnis Jan 29, 2026 Partly supported
10% “10%” McGinnis: Commercial plug-in DER install costs are under 10% of system costs James McGinnis Jan 29, 2026
40% “40%” Bullard: Clean Energy Transition Index gained 40% in 2025, beating Nasdaq Nat Bullard Jan 22, 2026 Supported
20% “20%” Bullard: Clean Energy Transition Index gained 40% in 2025, beating Nasdaq Nat Bullard Jan 22, 2026 Supported
$8B “eight billion dollars” Bullard: US energy startup investment dropped from over $8B in 2022 to $2B in 2025 Nat Bullard Jan 22, 2026 Supported
2B “two billion” Bullard: US energy startup investment dropped from over $8B in 2022 to $2B in 2025 Nat Bullard Jan 22, 2026 Supported
2B “two billion” Kann predicts US energy startup funding will boom and triple in 2026 Shayle Kann Jan 22, 2026 Open
8B “eight billion” Kann predicts US energy startup funding will boom and triple in 2026 Shayle Kann Jan 22, 2026 Open
5M “five million” Nat Bullard: IEA projects 5M barrels per day global oil oversupply Nat Bullard Jan 22, 2026 Partly supported
5% “five percent” Nat Bullard: IEA projects 5M barrels per day global oil oversupply Nat Bullard Jan 22, 2026 Partly supported
9% “nine percent” Bullard: Commercial and utility solar installation prices rose up to 10% Nat Bullard Jan 22, 2026 Supported
10% “10%” Bullard: Commercial and utility solar installation prices rose up to 10% Nat Bullard Jan 22, 2026 Supported
42% “42%” Bullard: China manufactures 42% of passenger cars, topping Japan's historical peak Nat Bullard Jan 22, 2026 Supported
1% “one percent” Bullard: BYD grew from 0.1% to Singapore's top auto seller in four years Nat Bullard Jan 22, 2026 Supported
4K “three A thousand” Bullard: China electric commercial truck sales grew from 3,000 to 81,500 in H1 2025 Nat Bullard Jan 22, 2026 Supported
1.5K “a half thousand” Bullard: China electric commercial truck sales grew from 3,000 to 81,500 in H1 2025 Nat Bullard Jan 22, 2026 Supported
50% “50%” Bullard: Electric passenger cars account for well over 50% of China sales Nat Bullard Jan 22, 2026 Supported
10% “10%” Bullard: China's electrified energy share grew from 3% to 30% since 1970 Nat Bullard Jan 15, 2026 Supported
20% “20%” Bullard: China's electrified energy share grew from 3% to 30% since 1970 Nat Bullard Jan 15, 2026 Supported
3% “three percent” Bullard: China's electrified energy share grew from 3% to 30% since 1970 Nat Bullard Jan 15, 2026 Supported
30% “30%” Bullard: China's electrified energy share grew from 3% to 30% since 1970 Nat Bullard Jan 15, 2026 Supported
9% “nine percent” Bullard: Global oil expenditures peaked near 9% of GDP after Iranian revolution Nat Bullard Jan 15, 2026 Supported
4% “four percent” Bullard: Electricity spending has stayed range-bound between 3% and 4% of GDP Nat Bullard Jan 15, 2026 Supported
3% “three percent” Bullard: Electricity spending has stayed range-bound between 3% and 4% of GDP Nat Bullard Jan 15, 2026 Supported
1K “a thousand” Bullard: Simple-cycle gas costs hit $1,500/kW while RICE costs reach $3,000/kW Nat Bullard Jan 15, 2026 Supported
50% “50%” Bullard: Simple-cycle gas costs hit $1,500/kW while RICE costs reach $3,000/kW Nat Bullard Jan 15, 2026 Supported
1% “a percent” Bullard: Tech CapEx at roughly 2% of GDP exceeds historic megaprojects Nat Bullard Jan 15, 2026 Supported
1.2% “1.2%” Bullard: Tech CapEx at roughly 2% of GDP exceeds historic megaprojects Nat Bullard Jan 15, 2026 Supported
2% “two percent” Bullard: Tech CapEx at roughly 2% of GDP exceeds historic megaprojects Nat Bullard Jan 15, 2026 Supported
1K “a thousand” Bullard: Texas 2030 demand forecasts diverge between 1,000 TWh and 1,600 TWh Nat Bullard Jan 15, 2026 Supported
110% “110%” Bullard: Texas 2030 demand forecasts diverge between 1,000 TWh and 1,600 TWh Nat Bullard Jan 15, 2026 Supported
240% “240%” Bullard: Texas 2030 demand forecasts diverge between 1,000 TWh and 1,600 TWh Nat Bullard Jan 15, 2026 Supported
30% “30%” Bullard: Industrial electrification will drive 30% of global electricity demand growth Nat Bullard Jan 15, 2026 Supported
10% “10%” Bullard: Data centers represent only 8% of global electricity demand growth Nat Bullard Jan 15, 2026 Supported
8% “eight percent” Bullard: Data centers represent only 8% of global electricity demand growth Nat Bullard Jan 15, 2026 Supported
1K “a thousand” Rountree: Selling software to legacy industries limits operational innovation Ian Rountree Jan 8, 2026
100% “hundred percent” Effectively 100% of global AI compute currently occurs in centralized cloud Shayle Kann Dec 18, 2025 Partly supported
1K “a thousand” Competition on AI latency will force local GPU deployments in major markets Dr. Ben Lee Dec 18, 2025
80% “80%” 80% of AI inference compute will move to the edge by 2035 Dr. Ben Lee Dec 18, 2025 Open
20% “20%” 80% of AI inference compute will move to the edge by 2035 Dr. Ben Lee Dec 18, 2025 Open
10% “10%” Modon: Most projects reach final investment decision with 30% engineering complete Alex Modon Dec 11, 2025 Supported
30% “30%” Modon: Most projects reach final investment decision with 30% engineering complete Alex Modon Dec 11, 2025 Supported
70% “70%” Modon: Most projects reach final investment decision with 30% engineering complete Alex Modon Dec 11, 2025 Supported
30% “30%” Modon: Unlimited completes 100% of engineering upfront before committing to price Alex Modon Dec 11, 2025
100% “hundred percent” Modon: Unlimited completes 100% of engineering upfront before committing to price Alex Modon Dec 11, 2025
$1.5T “half a trillion dollars” Matthew: AI capital expenditures have reached half a trillion dollars a year Shanu Matthew Dec 4, 2025 Supported
2B “two billion” Black: New Mexico allocated $2B to partner with top deep tech VCs Rob Black Nov 18, 2025 Supported
0.5% “half percent” Black: New Mexico subsidizes up to 90% of new hire wages Rob Black Nov 18, 2025 Supported
90% “90%” Black: New Mexico subsidizes up to 90% of new hire wages Rob Black Nov 18, 2025 Supported
$300M “three hundred million dollars” Black: New Mexico SIC created $300M+ advanced energy fund with Lowercarbon Rob Black Nov 18, 2025 Partly supported
71B “a seventy billion” Kann: Industrial hydrogen represents a $70 billion annual market Shayle Kann Nov 13, 2025 Partly supported
$1K “a thousand dollars” Garabedian: Electric Hydrogen prices European plants just over $1,000/kW installed Rafi Garabedian Nov 13, 2025
90% “90%” Garabedian: Brazil imports over 90% of its nitrogen, primarily from Russia Rafi Garabedian Nov 13, 2025 Supported
90% “90%” Garabedian: Electric Hydrogen can produce Brazilian ammonia at $700-$750/ton today Rafi Garabedian Nov 13, 2025
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