The Numbers Museum

Every specific figure ever claimed on the show. 988 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
30% “30%” Wright: Hyperscale data centers leave 70% of the world without AI access Dan Wright Jan 26, 2026
70% “70%” Wright: Hyperscale data centers leave 70% of the world without AI access Dan Wright Jan 26, 2026
1B “a billion” Ramaswamy: ChatGPT has nearly one billion users Sridhar Ramaswamy Jan 23, 2026 Supported
$6T “six trillion dollars” O'Shea: AI Companies Accounted for 70-75% of 2025 Market Gains Molly O'Shea Jan 23, 2026 Supported
75% “75%” O'Shea: AI Companies Accounted for 70-75% of 2025 Market Gains Molly O'Shea Jan 23, 2026 Supported
1T “a trillion” Ramaswamy: Tech companies in the AI era face binary trillion-dollar-or-bust outcomes Sridhar Ramaswamy Jan 23, 2026
1B “a billion” Ramaswamy: Google Search Ads scaled from $1.6B to $100B under his tenure Sridhar Ramaswamy Jan 23, 2026 Partly supported
$1.6B “1.6 billion dollars” Ramaswamy: Google Search Ads scaled from $1.6B to $100B under his tenure Sridhar Ramaswamy Jan 23, 2026 Partly supported
$100B “a hundred billion dollars” Ramaswamy: Google Search Ads scaled from $1.6B to $100B under his tenure Sridhar Ramaswamy Jan 23, 2026 Partly supported
5% “five percent” Ramaswamy: Google Ads Targeted 5% Quarterly RPM Growth Sridhar Ramaswamy Jan 23, 2026
$100B “a hundred billion dollars” Ramaswamy: Snowflake was valued at over $100B with under $1B revenue Sridhar Ramaswamy Jan 23, 2026 Supported
$1B “a billion dollars” Ramaswamy: Snowflake was valued at over $100B with under $1B revenue Sridhar Ramaswamy Jan 23, 2026 Supported
2M “two million” Rinaudo Cliffton: Zipline will cross 2M deliveries in 3–4 days Keller Rinaudo Cliffton Jan 22, 2026 Held up
50% “50%” Cliffton: Over 50% of households order via Zipline in some cities Keller Rinaudo Cliffton Jan 22, 2026
15% “15%” Rinaudo Cliffton: Zipline is growing delivery volume 15% week-over-week Keller Rinaudo Cliffton Jan 22, 2026
40M “forty million” Cliffton: Zipline has 140M autonomous commercial miles with zero safety incidents Keller Rinaudo Cliffton Jan 22, 2026 Partly supported
$625M “six hundred twenty-five million dollars” Zipline closes over $625M in new funding to accelerate expansion Keller Rinaudo Cliffton Jan 21, 2026
10× “10 X” Cliffton: Zipline expects US delivery business to grow over 10x this year Keller Rinaudo Cliffton Jan 21, 2026 Open
40M “forty million” Cliffton: Zipline is largest autonomous system on Earth with 140M miles Keller Rinaudo Cliffton Jan 21, 2026 Partly supported
51% “51%” Cliffton: Zipline cuts maternal mortality by 51%+ in operating countries Keller Rinaudo Cliffton Jan 21, 2026
100M “a hundred million” Rinaudo Cliffton: Zipline Logged 100M+ Autonomous Miles With Zero Safety Incidents Keller Rinaudo Cliffton Jan 21, 2026 Partly supported
350× “350 times” A Dallas customer ordered from Zipline 350 times in one year Keller Rinaudo Cliffton Jan 21, 2026
10× “10 times” Cliffton: The total instant delivery market is 10x today's size Keller Rinaudo Cliffton Jan 21, 2026
1M “a million” Cliffton: Zipline Will Scale to 1M Deliveries Daily in Next Few Years Keller Rinaudo Cliffton Jan 21, 2026 Open
15% “15%” Cliffton: Zipline Will Scale to 1M Deliveries Daily in Next Few Years Keller Rinaudo Cliffton Jan 21, 2026 Open
50B “fifty billion” Cliffton: Zipline's Dallas ordering rates imply 50B US deliveries annually Keller Rinaudo Cliffton Jan 21, 2026
1T “a trillion” Cliffton: Zipline has a clear path to a trillion-dollar valuation Keller Rinaudo Cliffton Jan 21, 2026
$1B “a billion dollars” Goldstein: Airplane startups require at least $1 billion in capital Adam Goldstein Jan 17, 2026
100M “a hundred million” Tenev: Robinhood Has 11 Business Lines Generating Over $100M in Revenue Vlad Tenev Jan 10, 2026 Supported
4M “four million” Tenev: Robinhood Gold reached 4M subscribers, including 40% of new signups Vlad Tenev Jan 10, 2026 Supported
15% “15%” Tenev: Robinhood Gold reached 4M subscribers, including 40% of new signups Vlad Tenev Jan 10, 2026 Supported
40% “40%” Tenev: Robinhood Gold reached 4M subscribers, including 40% of new signups Vlad Tenev Jan 10, 2026 Supported
350B “three hundred fifty billion” Tenev: Robinhood holds about $350 billion in assets under custody Vlad Tenev Jan 10, 2026 Partly supported
25% “25%” Tenev: Robinhood allocated ~25% of its 2021 IPO to retail Vlad Tenev Jan 10, 2026 Supported
$1B “a billion dollars” O'Shea: Sourcery will only cover fundraising announcements over $1 billion Molly O'Shea Dec 31, 2025
50M “fifty million” Brad Jacobs raised $750 million from two listeners of Senra's podcast David Senra Dec 31, 2025 Supported
$100M “a hundred million dollars” Senra claims podcasters get elite access that a $100M raise cannot buy David Senra Dec 31, 2025
50M “fifty million” O'Shea says Alex Karp podcast interview reached 50 million impressions organically Molly O'Shea Dec 31, 2025
30M “thirty million” Senra claims a single sponsor paid Pat McAfee $30 million annually David Senra Dec 31, 2025 Partly supported
$30M “thirty million dollars” Senra claims a single sponsor paid Pat McAfee $30 million annually David Senra Dec 31, 2025 Partly supported
$700B “seven hundred billion dollars” Katzenberg: Hyperscalers are investing $700B in capex over 24 months Jeffrey Katzenberg Dec 29, 2025 Supported
$50M “fifty million dollars” Katzenberg offered Steve Jobs $50M to buy Pixar, but Jobs refused Jeffrey Katzenberg Dec 29, 2025 Not publicly verifiable
$400M “four hundred million dollars” Katzenberg predicts WndrCo will generate $400M in free cash flow next year Jeffrey Katzenberg Dec 29, 2025
95% “95%” Katzenberg: 95% of the longevity industry is snake oil Jeffrey Katzenberg Dec 29, 2025
70% “70%” Chen Li: 60-70% of AI use cases do not need frontier models Chen Li Dec 29, 2025
$75M “seventy-five million dollars” WndrCo allocates $50M-$75M per studio build and $5M-$15M for venture checks Chen Li Dec 29, 2025
$15M “fifteen million dollars” WndrCo allocates $50M-$75M per studio build and $5M-$15M for venture checks Chen Li Dec 29, 2025
51M “a fifty million” WndrCo operates a $50M seed fund writing $500K non-lead checks Chen Li Dec 29, 2025
7B “seven billion” Mignano: Lightspeed is investing out of a $7B fund generation Michael Mignano Dec 27, 2025
26M “a twenty-five million” Mignano: Lightspeed led a $25M Series A investment in Macroscope Michael Mignano Dec 27, 2025
30% “30%” O'Shea: Carta data shows AI startups get a 30% Series A premium Molly O'Shea Dec 27, 2025 Supported
100M “a hundred million” O'Shea: PJ's viral AI video for Kalshi reached over 100M people Molly O'Shea Dec 27, 2025 Supported
35% “35%” Luckey: Anduril Sentry Towers cover about 35% of US southern border Palmer Luckey Dec 22, 2025 Not publicly verifiable
5M “five million” Stephens: Anduril will open 5M sq ft Arsenal-1 factory in Q1 Trae Stephens Dec 18, 2025
1K “a thousand” Stephens: Heavy portfolio concentration drives superior venture fund returns Trae Stephens Dec 18, 2025
1B “a billion” Stephens: Heavy portfolio concentration drives superior venture fund returns Trae Stephens Dec 18, 2025
1B “a billion” Schimpf: Anduril has 7,000 employees and is still doubling revenue past $1B Brian Schimpf Dec 16, 2025
“two X” The US could get 2x more capability per dollar on weapons Brian Schimpf Dec 16, 2025
“four times” Schimpf: Europe will outspend US procurement fourfold over next five years Brian Schimpf Dec 15, 2025 Open
5M “five million” Stephens: Anduril opening 5M sq ft Arsenal-1 factory in Q1 Trae Stephens Dec 15, 2025
3M “Three million” Michael: The Department of War is a three-million-person bureaucracy Emil Michael Dec 13, 2025 Supported
1B “a billion” Bhargava: General Catalyst put ~$1.5B toward creation strategy in last fund cycle Mark Bhargava Dec 5, 2025
70% “70%” Bhargava: Crescendo automates 50-70% of call centers, raising EBITDA margins to 40% Mark Bhargava Dec 5, 2025
10% “10%” Bhargava: Crescendo automates 50-70% of call centers, raising EBITDA margins to 40% Mark Bhargava Dec 5, 2025
40% “40%” Bhargava: Crescendo automates 50-70% of call centers, raising EBITDA margins to 40% Mark Bhargava Dec 5, 2025
38% “38%” Bhargava: Titan MSP automates 38% of MSP workflows and acquired RFA Mark Bhargava Dec 5, 2025
3% “three percent” Fragmented service industries cap tech spend at 2% to 3% of revenue Mark Bhargava Dec 5, 2025
30% “30%” Bhargava: GC identified 10 target industries where AI automates 20-30% of tasks Mark Bhargava Dec 5, 2025
20% “20%” AI roll-ups double cash flow and hit 30% EBITDA in one year Mark Bhargava Dec 5, 2025
15% “15%” AI roll-ups double cash flow and hit 30% EBITDA in one year Mark Bhargava Dec 5, 2025
30% “30%” AI roll-ups double cash flow and hit 30% EBITDA in one year Mark Bhargava Dec 5, 2025
20% “20%” Bhargava: AI will transform low-margin services industries into software-like margins Mark Bhargava Dec 5, 2025
50% “50%” Bhargava: AI will transform low-margin services industries into software-like margins Mark Bhargava Dec 5, 2025
150M “a hundred fifty million” GC invests $100M to $150M across 3-4 rounds per AI roll-up platform Mark Bhargava Dec 5, 2025
100B “hundred billion” Bhargava predicts multiple $100B AI-native compounders in public markets by 2035 Mark Bhargava Dec 5, 2025 Open
95% “95%” Bhargava: Roughly 95% of Fortune 100 AI initiatives have failed to deliver Mark Bhargava Dec 5, 2025
17T “a 16 trillion” Bhargava: AI roll-ups can grow faster with higher margins than software Mark Bhargava Dec 5, 2025
1T “one trillion” Bhargava: AI roll-ups can grow faster with higher margins than software Mark Bhargava Dec 5, 2025
16T “16 trillion” Bhargava: AI roll-ups can grow faster with higher margins than software Mark Bhargava Dec 5, 2025
30% “30%” Bhargava: General Catalyst targets 30% to 70% automation for AI roll-ups Mark Bhargava Dec 5, 2025
70% “70%” Bhargava: General Catalyst targets 30% to 70% automation for AI roll-ups Mark Bhargava Dec 5, 2025
100% “hundred percent” Bhargava: General Catalyst targets 30% to 70% automation for AI roll-ups Mark Bhargava Dec 5, 2025
80% “80%” Bhargava: Pure software will beat roll-ups in verticals over 80% automatable Mark Bhargava Dec 5, 2025
100M “a hundred million” Bhargava: Seed Checks Deserve Equal Focus as $100M Checks for Ownership Mark Bhargava Dec 5, 2025
2M “a one million” Bhargava: Seed Checks Deserve Equal Focus as $100M Checks for Ownership Mark Bhargava Dec 5, 2025
1M “one million” Bhargava: Seed Checks Deserve Equal Focus as $100M Checks for Ownership Mark Bhargava Dec 5, 2025
10% “10%” Bhargava: Seed Checks Deserve Equal Focus as $100M Checks for Ownership Mark Bhargava Dec 5, 2025
100M “a hundred million” Bhargava: Some GC AI roll-ups will reach $100M EBITDA under two years Mark Bhargava Dec 5, 2025
1.5T “1.5 trillion” Tusk: Trillion-Dollar AI Spending Is Driven by Short-Term Share Prices Bradley Tusk Nov 29, 2025
2T “two trillion” Tusk: Trillion-Dollar AI Spending Is Driven by Short-Term Share Prices Bradley Tusk Nov 29, 2025
1M “a million” Tusk Loses $1 Million Annually on His Manhattan Bookstore Bradley Tusk Nov 29, 2025
$12M “twelve million dollars” Tusk: Early Uber Advisory Equity Stake Reached $12M Valuation Following Funding Round Bradley Tusk Nov 29, 2025 Not publicly verifiable
$35M “Thirty five million dollars” Tusk Ventures Fund I Is Currently Sitting at a 5x Multiple Bradley Tusk Nov 29, 2025
“five X” Tusk Ventures Fund I Is Currently Sitting at a 5x Multiple Bradley Tusk Nov 29, 2025
$70M “seventy million dollars” Tusk: Fund II is at 3.5x on paper with no real DPI Bradley Tusk Nov 29, 2025
30% “30%” Carta Data Shows 30% Valuation Premium for Series A AI Startups Molly O'Shea Nov 29, 2025 Supported
$100M “a hundred million dollars” Tusk Only Backs AI Companies With Series A Valuations Under $100M Bradley Tusk Nov 29, 2025
100M “a hundred million” Tusk Only Backs AI Companies With Series A Valuations Under $100M Bradley Tusk Nov 29, 2025
40% “40%” Clark: US semiconductor manufacturing dropped from about 40% to 10% Philip Clark Nov 24, 2025 Supported
10% “10%” Clark: US semiconductor manufacturing dropped from about 40% to 10% Philip Clark Nov 24, 2025 Supported
50% “50%” Clark: 50% of Wiz's users in 2022 were developers, not security staff Philip Clark Nov 24, 2025
50% “50%” Clark: A new wave of hardware companies will tackle physical GDP Philip Clark Nov 24, 2025
$660M “six hundred sixty million dollars” a16z prepares second American Dynamism fund after $660M first vehicle David Ulevitch Nov 18, 2025
$50M “fifty million dollars” Ulevitch: Federal R&D overhead gives defense primes a monopoly over startups David Ulevitch Nov 18, 2025
41% “41%” O'Shea: Carta data shows 41% of Series A startups are AI Molly O'Shea Nov 18, 2025 Contradicted
10× “10 times” Karp: Palantir's primary mission is deterrence to prevent American combat casualties Alex Karp Nov 11, 2025
20B “twenty billion” Serhant claims over $20B in lifetime real estate sales Ryan Serhant Nov 3, 2025 Contradicted
2,400% “2400%” 'Owning Manhattan' launch broke website, boosting traffic by 2400% Ryan Serhant Nov 3, 2025
300M “three hundred million” Serhant argues Netflix is a superior global distribution funnel to YouTube Ryan Serhant Nov 3, 2025
41M “a forty million” Serhant: Toured a $40M Upper West Side Penthouse with iShowSpeed Ryan Serhant Nov 3, 2025 Supported
$50M “fifty million dollars” Serhant claims 22-year-old streamer iShowSpeed makes $50M a year Ryan Serhant Nov 3, 2025
80% “80%” Serhant: SERHANT is profitable and growing revenue 80% year-over-year Ryan Serhant Nov 3, 2025
1K “a thousand” Serhant operates daily schedule using a strict 1,000-minute productivity rule Ryan Serhant Nov 3, 2025
40% “40%” Lin: Airbnb went from 40% growth to losing 80% of revenue Alfred Lin Oct 30, 2025 Supported
80% “80%” Lin: Airbnb went from 40% growth to losing 80% of revenue Alfred Lin Oct 30, 2025 Supported
500B “500 Billion” Lin: OpenAI at $500 Billion Works If It Can Reach $5 Trillion Alfred Lin Oct 30, 2025
4T “four trillion” Lin: OpenAI at $500 Billion Works If It Can Reach $5 Trillion Alfred Lin Oct 30, 2025
10T “10 trillion” Lin: OpenAI at $500 Billion Works If It Can Reach $5 Trillion Alfred Lin Oct 30, 2025
5T “five trillion” Lin: OpenAI at $500 Billion Works If It Can Reach $5 Trillion Alfred Lin Oct 30, 2025
10% “10%” Lin: OpenAI at $500 Billion Works If It Can Reach $5 Trillion Alfred Lin Oct 30, 2025
1K “a thousand” Sequoia evaluates 1,000 companies before making a single investment Alfred Lin Oct 27, 2025
50% “50%” Barton: Melvin Capital fell 50% in two weeks during GameStop squeeze Michael Barton Oct 23, 2025 Supported
60B “sixty billion” Coatue manages roughly $60B AUM, including $25B in public equities Michael Barton Oct 23, 2025
25B “twenty-five billion” Coatue manages roughly $60B AUM, including $25B in public equities Michael Barton Oct 23, 2025
“three X” Coatue's worst-case financial model for AppLovin showed at least 3x upside Michael Barton Oct 23, 2025
15% “15%” Barton: Meta GPU recommendation upgrades drove a 15% Instagram usage jump Michael Barton Oct 23, 2025 Partly supported
20% “20%” Barton: Marketing spend will shift from Meta to AI agents and Shopify Michael Barton Oct 23, 2025
6% “six percent” Barton: Mattel stock rose 6% after OpenAI DevDay mention Michael Barton Oct 23, 2025 Supported
85% “85%” Barton: AI can already perform 85% of my hedge fund workload Michael Barton Oct 23, 2025
100% “hundred percent” Barton: Coatue's Philippe Laffont actively cuts market exposure 50% during drawdowns Michael Barton Oct 23, 2025
50% “50%” Barton: Coatue's Philippe Laffont actively cuts market exposure 50% during drawdowns Michael Barton Oct 23, 2025
100% “100%” Barton: Cloud provider revenues are 100% dependent on GPU chip supply Michael Barton Oct 23, 2025
800M “eight hundred million” Barton: OpenAI has 800M WAU with engagement rivaling Instagram Michael Barton Oct 23, 2025 Partly supported
“three X” Barton predicts Meta will 3x in market cap in five years Michael Barton Oct 23, 2025 Open
$20T “20 trillion dollars” Barton: AI TAM is $20T in labor spend, not just $1T software Michael Barton Oct 23, 2025
2T “a one trillion” Barton: AI TAM is $20T in labor spend, not just $1T software Michael Barton Oct 23, 2025
1T “one trillion” Barton: AI TAM is $20T in labor spend, not just $1T software Michael Barton Oct 23, 2025
20T “20 trillion” Barton: AI TAM is $20T in labor spend, not just $1T software Michael Barton Oct 23, 2025
$50M “fifty million dollars” Barton: Google and OpenAI Pay Reddit ~$50M Annually for Training Data Michael Barton Oct 23, 2025 Supported
11M “a ten million” Gil: B2B Startups Typically Take 3 to 7 Years to Reach Enterprise Deals Elad Gil Oct 20, 2025
80% “80%” Gil: There is an 80% chance humanoid robots walk on Mars first Elad Gil Oct 20, 2025 Open
1.5B “a half billion” Gil: Gil Capital has led multiple funding rounds of $500M+ Elad Gil Oct 17, 2025 Partly supported
90% “90%” Gil: 90% of perceived startup competitor conflicts never materialize Elad Gil Oct 17, 2025
90% “90%” Gil: 90% of people in the AI wave are in doomed companies Elad Gil Oct 17, 2025
300M “Three hundred million” O'Shea: Turing Reaches $300M+ Revenue and $2.2B Valuation Profitably Molly O'Shea Oct 10, 2025
25M “twenty-five million” O'Shea: Turing Reaches $300M+ Revenue and $2.2B Valuation Profitably Molly O'Shea Oct 10, 2025
2.2B “2.2 billion” O'Shea: Turing Reaches $300M+ Revenue and $2.2B Valuation Profitably Molly O'Shea Oct 10, 2025
4M “four million” O'Shea: Turing Reaches $300M+ Revenue and $2.2B Valuation Profitably Molly O'Shea Oct 10, 2025
90% “90%” Siddharth: ASI means automating 90% of computer tasks for 90% of humans Jonathan Siddharth Oct 10, 2025
99% “99%” Siddharth: Enterprise AI does not require 100% accuracy with human oversight Jonathan Siddharth Oct 10, 2025
1% “one percent” Siddharth: Enterprise AI does not require 100% accuracy with human oversight Jonathan Siddharth Oct 10, 2025
100% “hundred percent” Siddharth: Enterprise AI does not require 100% accuracy with human oversight Jonathan Siddharth Oct 10, 2025
2.5B “a half a billion” Siddharth: Enterprise AI performs best on 0.5B-to-10B parameter custom models Jonathan Siddharth Oct 10, 2025
11B “a ten billion” Siddharth: Enterprise AI performs best on 0.5B-to-10B parameter custom models Jonathan Siddharth Oct 10, 2025
1T “a trillion” Siddharth: Enterprise AI performs best on 0.5B-to-10B parameter custom models Jonathan Siddharth Oct 10, 2025
1B “a billion” Dell: Addition is leading a $1B Series C for Base Power Zach Dell Oct 8, 2025
30% “30%” Dell: Base Power grows customers 30% MoM with millions in monthly revenue Zach Dell Oct 8, 2025
60M “sixty million” Lowery: US produces 50,000 drones annually compared to China's 60 million Andy Lowery Oct 5, 2025 Partly supported
1.5M “a half million” Ehrenstein: There are 2.5 million open manufacturing jobs Philip Ehrenstein Oct 5, 2025 Contradicted
90% “90%” Ehrenstein: Dirac automatically generates 80% to 90% of assembly instructions Philip Ehrenstein Oct 5, 2025
$43M “forty three million dollars” Simoni: Allen Control Systems Has Raised $43 Million So Far Steve Simoni Oct 5, 2025
10B “ten billion” Chaddha: AI is a 100x era creating many $100B companies Navin Chaddha Oct 3, 2025
100B “hundred billion” Chaddha: AI is a 100x era creating many $100B companies Navin Chaddha Oct 3, 2025
100× “hundred X” Chaddha: AI is a 100x era creating many $100B companies Navin Chaddha Oct 3, 2025
10× “10 X” Chaddha: AI is a 100x era creating many $100B companies Navin Chaddha Oct 3, 2025
8B “eight billion” Chaddha: AI and vibe coding will create 3 billion programmers Navin Chaddha Oct 3, 2025
30M “thirty million” Chaddha: AI and vibe coding will create 3 billion programmers Navin Chaddha Oct 3, 2025
3B “three billion” Chaddha: AI and vibe coding will create 3 billion programmers Navin Chaddha Oct 3, 2025
100× “hundred X” Chaddha: AI and vibe coding will create 3 billion programmers Navin Chaddha Oct 3, 2025
100M “a hundred million” Chaddha: Vibe coding companies at $100M revenue will quickly reach $10B Navin Chaddha Oct 3, 2025
200M “two hundred million” Chaddha: Vibe coding companies at $100M revenue will quickly reach $10B Navin Chaddha Oct 3, 2025
10B “ten billion” Chaddha: Vibe coding companies at $100M revenue will quickly reach $10B Navin Chaddha Oct 3, 2025
1% “one percent” Chaddha: Only 1% to 3% of hyped AI startups will survive Navin Chaddha Oct 3, 2025
2% “two percent” Chaddha: Only 1% to 3% of hyped AI startups will survive Navin Chaddha Oct 3, 2025
3% “three percent” Chaddha: Only 1% to 3% of hyped AI startups will survive Navin Chaddha Oct 3, 2025
67% “67%” Chaddha: NVCA data shows AI captured 67% of H1 VC funding Navin Chaddha Oct 3, 2025 Partly supported
90% “90%” Chaddha: AI startups will capture 90% of VC funding within a year Navin Chaddha Oct 3, 2025 Open
10× “10 X” Chaddha: Non-AI startups will take 10x longer to raise capital Navin Chaddha Oct 3, 2025
6T “six trillion” Chaddha: AI teammates represent a $3T-$6T opportunity over 5-7 years Navin Chaddha Oct 3, 2025
20% “20%” Chaddha: AI teammates represent a $3T-$6T opportunity over 5-7 years Navin Chaddha Oct 3, 2025
$3B “three billion dollars” Chaddha: Mayfield stealth startup scaled $0 to $3B in 14 months Navin Chaddha Oct 3, 2025
20% “20%” Chaddha: Many AI coding companies have negative or 15-20% gross margins Navin Chaddha Oct 3, 2025
95% “95%” Chaddha: MIT report finds 95% of enterprise AI experiments fail Navin Chaddha Oct 3, 2025 Supported
1B “a billion” Chaddha: Single-person billion-dollar startups will be extremely rare Navin Chaddha Oct 3, 2025
99% “99%” Chaddha: Single-person billion-dollar startups will be extremely rare Navin Chaddha Oct 3, 2025
99% “99%” Rabois: A company's CEO determines 99% of its success or failure Keith Rabois Sep 15, 2025
14% “14%” Rabois: Kaz Nejatian cut Shopify's G&A from 14% to 4% Keith Rabois Sep 15, 2025 Partly supported
4% “four percent” Rabois: Kaz Nejatian cut Shopify's G&A from 14% to 4% Keith Rabois Sep 15, 2025 Partly supported
1% “one percent” Rabois: Kaz Nejatian cut Shopify's G&A from 14% to 4% Keith Rabois Sep 15, 2025 Partly supported
4M “four million” Rabois: Real estate tech must break even at 4M annual US transactions Keith Rabois Sep 15, 2025
111M “a hundred eleven million” Siemiatkowski: Klarna has 111 million users worldwide Sebastian Siemiatkowski Sep 12, 2025 Supported
$100M “a hundred million dollars” Siemiatkowski: Klarna swung from -$100M to +$1M-$2M monthly profit in 2 years Sebastian Siemiatkowski Sep 12, 2025 Supported
$2M “two million dollars” Siemiatkowski: Klarna swung from -$100M to +$1M-$2M monthly profit in 2 years Sebastian Siemiatkowski Sep 12, 2025 Supported
3M “a two million” Siemiatkowski: Klarna paid Salesforce $2M annually on $3B in revenue Sebastian Siemiatkowski Sep 12, 2025
$3B “three billion dollars” Siemiatkowski: Klarna paid Salesforce $2M annually on $3B in revenue Sebastian Siemiatkowski Sep 12, 2025
20% “20%” Siemiatkowski: Klarna froze hiring to shrink headcount via attrition and boost pay Sebastian Siemiatkowski Sep 12, 2025
1M “a million” Siemiatkowski: Klarna cut headcount from 7,400 to 3,000 while doubling revenue Sebastian Siemiatkowski Sep 12, 2025 Open
1M “a million” Vance: One million physical qubits yield roughly one thousand useful logical qubits Ashlee Vance Sep 11, 2025 Supported
1K “A thousand” Vance: One million physical qubits yield roughly one thousand useful logical qubits Ashlee Vance Sep 11, 2025 Supported
$1B “a billion dollars” Ashlee Vance: Worthwhile Hardware Breakthroughs Require 10 to 12 Years Ashlee Vance Sep 11, 2025
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