The Numbers Museum

Every specific figure ever claimed on the show. 377 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
9,000% “9000%” Del Buono: Young investors can hold up to 100% alternative assets Michel Del Buono May 22, 2026
2,400% “2400%” 'Owning Manhattan' launch broke website, boosting traffic by 2400% Ryan Serhant Nov 3, 2025
800% “800%” Fox: AssemblyAI weekly conversation volume grew 800 percent over three years Dylan Fox Jul 31, 2026
350% “350%” Mathew: Supabase is growing 350% at hundreds of millions in scale Arun Mathew Jul 6, 2026
350% “350%” Abraham: Public's top AI-generated asset basket is defense stocks, up 350% Leif Abraham Apr 17, 2026
300% “300%” Suster: Series A/B capital grew 9x from 2010 to 2022 Mark Suster Jun 28, 2024 Partly supported
200% “200%” Carta data shows early-stage tech acquisitions are up 200% year-over-year Art Levy Jul 10, 2025 Partly supported
193% “193%” Miller: VCX Portfolio Grew 193% Last Year Versus 25% for QQQ Ben Miller Mar 30, 2026 Partly supported
150% “150%” Electric stove buyers under 150% AMI qualify for an $840 federal rebate Sam D'Amico Oct 4, 2024 Supported
130% “130%” Brex's enterprise business is growing over 100% with 130% net revenue retention Art Levy Jul 10, 2025 Not publicly verifiable
120% “120%” Hunter Walk: Homebrew's first two funds achieved over 120% capital recycling Hunter Walk Jun 14, 2024
100% “hundred percent” Immerman: a16z Growth portfolio companies average over 100% growth Alex Immerman Mar 13, 2026
100% “hundred percent” Immerman: Larry Page will be the world's second trillionaire Alex Immerman Mar 13, 2026 Open
100% “100%” Franceschi: Private fundraising valuations differ fundamentally from 100% full-liquidity acquisitions Pedro Franceschi Jan 30, 2026
100% “100%” Finance teams own all spend but make 5% of decisions Pedro Franceschi Jan 30, 2026
100% “hundred percent” Bhargava: General Catalyst targets 30% to 70% automation for AI roll-ups Mark Bhargava Dec 5, 2025
100% “hundred percent” Siddharth: Enterprise AI does not require 100% accuracy with human oversight Jonathan Siddharth Oct 10, 2025
100% “hundred percent” 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
100% “100%” Oetting: 8VC companies Resilience and Saronic will manufacture exclusively in US Drew Oetting Aug 22, 2025
100% “hundred percent” Maslin: Virtually 100% of Magnet-Making Equipment Comes from China John Maslin Aug 11, 2025 Contradicted
100% “hundred percent” Brex's enterprise business is growing over 100% with 130% net revenue retention Art Levy Jul 10, 2025 Not publicly verifiable
100% “hundred percent” Weinberg: Enterprise software product bar is astronomically higher in AI Winston Weinberg Jun 16, 2026
100% “hundred percent” Taxable investors can immediately depreciate 100% of data center capital expenditures Michel Del Buono May 22, 2026 Partly supported
100% “hundred percent” UK expat tax reform triggered flight by exposing full global balance sheets Michel Del Buono May 22, 2026
100% “hundred percent” Miller: Founders create 99% to 100% of business value, not VCs Ben Miller Mar 30, 2026
100% “hundred percent” Huffman: AI productivity gains will not decrease Reddit's engineering headcount Steve Huffman Mar 20, 2026
100% “hundred percent” Whop is 80% in-person in NYC with a goal of 100% Jack Sharky May 23, 2025
100% “hundred percent” McCord: Sequoia spoke to 100% of Nominal's customers during Series B diligence Cameron McCord Jun 12, 2025
100% “hundred percent” Moore: Frontier tech companies are growing 100% at multi-billion-dollar run rates Bucky Moore May 5, 2025 Partly supported
100% “100%” Wander operates entirely remote with zero local property managers John Andrew May 28, 2025
100% “hundred percent” Guo: Passes Retains Nearly 100% of Creators Earning Over $5,000 Monthly Lucy Guo Dec 13, 2024
100% “hundred percent” Fiedler: Bearish on major cities due to high costs and questionable quality of life Jason Fiedler Nov 8, 2024
100% “hundred percent” Walk: Homebrew has made roughly 28 investments under its evergreen model Hunter Walk Jun 14, 2024 Supported
100% “hundred percent” Hecht: USV provides pro-rata bridge support 100% of the time Jared Hecht Apr 26, 2024
100% “hundred percent” Foroughi: AppLovin CEO avoids angel investing, conferences, and social media Adam Foroughi Aug 14, 2026
100% “hundred percent” Lamm: Colossal achieved world-record multiplex gene editing in healthy woolly mice Ben Lamm Aug 20, 2026 Partly supported
99.9% “99.9%” Blania: AI will soon drive 99.9% of all internet traffic Alex Blania Feb 16, 2026
99.6% “99.6%” Happi: Solar panel manufacturing costs dropped 99.6% over 50 years Hannan Happi Apr 15, 2026 Supported
99% “99%” Siddharth: Enterprise AI does not require 100% accuracy with human oversight Jonathan Siddharth Oct 10, 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
99% “99%” Oetting: Drug developers ignore manufacturing efficiency due to 90%+ margins Drew Oetting Aug 22, 2025 Partly supported
99% “99%” Randle: Gross margins are below 70% for 99% of AI app companies Ev Randle Jun 29, 2026
99% “99%” Armstrong: Open-source AI models lag frontier models by 3–6 months at 99% lower cost Brian Armstrong Jun 26, 2026
99% “99%” Armstrong: 80% of Coinbase AI workloads will run on cheap models within 18 months Brian Armstrong Jun 26, 2026
99% “99%” Tandon: Healthcare LLMs will improve outcomes enough to lower malpractice premiums Tanay Tandon May 19, 2026
99% “99%” Hecht: Founders romanticize startups, suppressing the 90% to 99% that is hardship Jared Hecht Apr 26, 2024
97% “97%” Walk: Homebrew had extreme LP concentration in its first two funds Hunter Walk Jun 14, 2024
95% “95%” Finance teams own all spend but make 5% of decisions Pedro Franceschi Jan 30, 2026
95% “95%” Katzenberg: 95% of the longevity industry is snake oil Jeffrey Katzenberg Dec 29, 2025
95% “95%” Bhargava: Roughly 95% of Fortune 100 AI initiatives have failed to deliver Mark Bhargava Dec 5, 2025
95% “95%” Wu: Cognition writes roughly 95% of its code using Devin Scott Wu Jul 27, 2026
95% “95%” Black: SpaceX outsourced 95% of Falcon and Dragon wire harnesses Jordan Black Jul 15, 2026
95% “95%” Chaddha: MIT report finds 95% of enterprise AI experiments fail Navin Chaddha Oct 3, 2025 Supported
95% “95%” Maslin: Vulcan Elements booked over 95% of pilot facility capacity a year ago John Maslin Aug 11, 2025
95% “95%” Entwistle predicts 95% of Wander operations will be AI-automated within 18 months John Andrew May 28, 2025
95% “95%” Socher: 95% accurate agents fail half the time over 15 steps Richard Socher Oct 25, 2024
95% “95%” Sam D'Amico: Gas stoves lose 60% of their energy to ambient air Sam D'Amico Oct 4, 2024 Partly supported
95% “95%” Noone: The inability to edit outputs is generative AI's biggest bottleneck Jordan Noone Jul 26, 2024
95% “95%” Kolicich: Crossover funds exerted a 20x leverage effect on venture cap tables Alex Kolicich Mar 3, 2024
94% “94%” Maslin: China Produces Up to 94% of Rare Earth Magnets, US Under 1% John Maslin Aug 11, 2025 Supported
94% “94%” China mines 60% of rare earths but manufactures 94% of magnets John Maslin Aug 11, 2025 Supported
94% “94%” Maslin: Virtually 100% of Magnet-Making Equipment Comes from China John Maslin Aug 11, 2025 Contradicted
92% “92%” AppLovin dropped 92% post-IPO before rebounding to a $100B valuation Adam Foroughi Aug 14, 2026 Partly supported
90% “90%” Immerman: a16z early-stage team met 90% of companies a16z Growth backs Alex Immerman Mar 13, 2026
90% “90%” Immerman: Elon Musk has 90%+ odds of becoming world's first trillionaire Alex Immerman Mar 13, 2026 Held up
90% “90%” Das: At least 90% of AI startups are just modifying LLM prompts Didi Das Feb 5, 2026
90% “90%” Siddharth: ASI means automating 90% of computer tasks for 90% of humans Jonathan Siddharth Oct 10, 2025
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
90% “90%” Friedberg: US private pensions dropped below 8%, while government pensions stayed at 90% David Friedberg Jul 22, 2026 Partly supported
90% “90%” Friedberg: Ending federal student loans solves 90% of education cost inflation David Friedberg Jul 22, 2026
90% “90%” Agrawal: Decagon routes roughly 90% of its production through open-source models Apoorv Agrawal Jul 19, 2026 Supported
90% “90%” Grinberg: 90% of AI tokens will use open models within 12 months Matan Grinberg Jul 19, 2026
90% “90%” Chaddha: AI startups will capture 90% of VC funding within a year Navin Chaddha Oct 3, 2025 Open
90% “90%” Ehrenstein: Dirac automatically generates 80% to 90% of assembly instructions Philip Ehrenstein Oct 5, 2025
90% “90%” Agrawal: Just 0.3% of Startups Generate 90% of Venture Gross Profits Apoorv Agrawal Aug 27, 2025
90% “90%” Garrett: China controls 90% of refining and 70% of critical mineral mining Christian Garrett Jul 27, 2025 Supported
90% “90%” Slotowicz: 90% of Craft private charter missions prefer no flight attendant Israel "Izzy" Slotowicz Jun 20, 2026
90% “90%” Adcock: Figure reduced robot costs by 90% between Figure 2 and 3 Brett Adcock May 1, 2026
90% “90%” Diamond: Saturn maintains over 50% DAU/MAU stickiness and 90% annual retention Dylan Diamond Feb 21, 2025
90% “90%” Fiedler: Pet care retains 80-90% of spend, mirroring enterprise software Jason Fiedler Nov 8, 2024
90% “90%” Hunter Walk: Only 5% of VCs are exceptional and 5% are horrible Hunter Walk Jun 14, 2024
90% “90%” Walk: Homebrew had extreme LP concentration in its first two funds Hunter Walk Jun 14, 2024
90% “90%” Housel: 90% of virality in content and business is driven by luck Morgan Housel Apr 7, 2024
90% “90%” Power: 90% of Hadrian recruits have never worked in a factory Chris Power Mar 29, 2024
90% “90%” Monroe-Anderson says 90% of Russian Shahed drones are intercepted midair Soren Monroe-Anderson Aug 11, 2026 Supported
89% “89%” Oetting: Drug developers ignore manufacturing efficiency due to 90%+ margins Drew Oetting Aug 22, 2025 Partly supported
86% “86%” Little: 86% of pre-Cold War defense spending went to dual-business companies Greg Little Jul 22, 2025 Partly supported
86% “86%” Josephs: 86% of Americans support banning congressional stock trading Chris Josephs Apr 18, 2025 Supported
85% “85%” Barton: AI can already perform 85% of my hedge fund workload Michael Barton Oct 23, 2025
85% “85%” Abraham: The top 25% will inherit 85% of the great wealth transfer Leif Abraham Apr 17, 2026 Partly supported
85% “85%” Peters: Nearly 85% of US health system revenue comes from drugs and surgery Jacob Peters Apr 22, 2025 Contradicted
83% “83%” Armstrong: 83% of Americans say the financial system is not working for them Brian Armstrong Jun 26, 2026 Partly supported
81% “81%” Agrawal: Switching to OpenAI's New Model Boosted XBOW's Cyber Detection to 81% Apoorv Agrawal Aug 27, 2025 Partly supported
80% “80%” Bhargava: Pure software will beat roll-ups in verticals over 80% automatable Mark Bhargava Dec 5, 2025
80% “80%” Lin: Airbnb went from 40% growth to losing 80% of revenue Alfred Lin Oct 30, 2025 Supported
80% “80%” Serhant: SERHANT is profitable and growing revenue 80% year-over-year Ryan Serhant Nov 3, 2025
80% “80%” Gil: There is an 80% chance humanoid robots walk on Mars first Elad Gil Oct 20, 2025 Open
80% “80%” Shadbolt: 80% of PsiQuantum's Supply Chain Is Based in the US Pete Shadbolt Sep 10, 2025
80% “80%” Amoruso bootstrapped Nasty Gal to $28M revenue, retaining 80% ownership Sophia Amoruso Aug 18, 2025 Supported
80% “80%” Cluely allocates roughly 80% of its venture capital toward marketing Roy Lee Jun 20, 2025
80% “80%” Armstrong: 80% of Crypto Trading Volume Moved Offshore Brian Armstrong Jun 26, 2026 Supported
80% “80%” Armstrong: I spend 80% of media time on new media Brian Armstrong Jun 26, 2026
80% “80%” Armstrong: 80% of Coinbase AI workloads will run on cheap models within 18 months Brian Armstrong Jun 26, 2026
80% “80%” Slotowicz: 80% of Aircraft Parts Cause Immediate Grounding If Broken Israel "Izzy" Slotowicz Jun 20, 2026
80% “80%” Bry: Skydio drones arrive before police 70% to 80% of the time Adam Bry Apr 23, 2026
80% “80%” Del Buono: Putting initial founder liquidity into friends' startups almost always fails Michel Del Buono Mar 27, 2026
80% “80%” Whop is 80% in-person in NYC with a goal of 100% Jack Sharky May 23, 2025
80% “80%” Tunguz: High toil and labor shortages make buyers accept 75-80% AI accuracy Tomasz Tunguz Jan 23, 2025
80% “80%” Cloud giants must host foundation models even if they become low-margin commodities Alex Kolicich Oct 11, 2024
80% “80%” Suster: Roughly six deals drive 80% of returns in a venture fund Mark Suster Jun 28, 2024
80% “80%” Hecht: Consumer tech success is 60% to 80% luck Jared Hecht Apr 26, 2024
80% “80%” AI Handles Mainstream Tasks But Fails on Cybersecurity Edge Cases Nikesh Arora Aug 17, 2026
80% “80%” Lamm: ViaGen cloning efficiency reached 80% versus 2% industry norm Ben Lamm Aug 20, 2026 Partly supported
75% “75%” O'Shea: AI Companies Accounted for 70-75% of 2025 Market Gains Molly O'Shea Jan 23, 2026 Supported
75% “75%” Nolan: US produces under 0.1% of global enriched uranium today Scott Nolan Jul 30, 2025 Supported
75% “75%” Btaiche: Fuse Manufactures 75% of Titan's 40,000 Components In-House JC Btaiche Aug 8, 2025
75% “75%” Abraham: Bottom 75% can't compound wealth, forcing fintechs to monetize via speculation Leif Abraham Apr 17, 2026
75% “75%” Ritter: $500B Stargate project is $100B equity, 75% chips, 25% infrastructure Gordon Ritter Jan 30, 2025 Open
75% “75%” AppLovin generates over $7B EBITDA run rate with 75% cash conversion Adam Foroughi Aug 14, 2026 Partly supported
75% “75%” Fox: Training data drives roughly 75 percent of AI model performance Dylan Fox Jul 31, 2026
70% “70%” Wright: Hyperscale data centers leave 70% of the world without AI access Dan Wright Jan 26, 2026
70% “70%” Chen Li: 60-70% of AI use cases do not need frontier models Chen Li Dec 29, 2025
70% “70%” Bhargava: Crescendo automates 50-70% of call centers, raising EBITDA margins to 40% Mark Bhargava Dec 5, 2025
70% “70%” Bhargava: General Catalyst targets 30% to 70% automation for AI roll-ups Mark Bhargava Dec 5, 2025
70% “70%” Garrett: China controls 90% of refining and 70% of critical mineral mining Christian Garrett Jul 27, 2025 Supported
70% “70%” Randle: Gross margins are below 70% for 99% of AI app companies Ev Randle Jun 29, 2026
70% “70%” Slotowicz: 70% of private aircraft buyers pay entirely in cash Israel "Izzy" Slotowicz Jun 20, 2026 Supported
70% “70%” Weinberg: Harvey has an over 70% win rate in Europe Winston Weinberg Jun 16, 2026
70% “70%” Del Buono: Portfolios with 50-70% alternatives incur 3-4% annual look-through fees Michel Del Buono Mar 27, 2026
70% “70%” Diamond: Saturn maintains over 50% DAU/MAU stickiness and 90% annual retention Dylan Diamond Feb 21, 2025
70% “70%” The volume of venture-scale startup opportunities has declined 60% since 2021 Alex Kolicich Oct 11, 2024
70% “70%” Sundblad: Many manufacturing plants face 70% factory floor turnover Willem Sundblad Apr 19, 2024
70% “70%” Oltmann: Hadrian boasts 70% gross margins and top 3% SaaS growth Xander Oltmann Feb 1, 2024
68% “68%” Levy: Billion-dollar-plus tech M&A is up 68% year-to-date Art Levy Jul 10, 2025 Contradicted
67% “67%” Chaddha: NVCA data shows AI captured 67% of H1 VC funding Navin Chaddha Oct 3, 2025 Partly supported
65% “65%” Nolan: US supplied roughly 65% of global enriched uranium mid-century Scott Nolan Jul 30, 2025 Partly supported
65% “65%” Miller: Fundrise venture fund was up 65% over past 12 months Ben Miller Mar 30, 2026 Partly supported
60% “60%” Mathew: 60% of Y Combinator companies now choose Supabase Arun Mathew Jul 6, 2026 Supported
60% “60%” Agrawal: Switching to OpenAI's New Model Boosted XBOW's Cyber Detection to 81% Apoorv Agrawal Aug 27, 2025 Partly supported
60% “60%” China mines 60% of rare earths but manufactures 94% of magnets John Maslin Aug 11, 2025 Supported
60% “60%” Vasavada: 60% chance of a recession in late 2025 or early 2026 Samir Vasavada Jul 25, 2025 Didn’t hold up
60% “60%” Sixty percent of Brex customers are non-digitally native businesses Art Levy Jul 10, 2025
60% “60%” Mature Brex cohorts spend 60% more than they did on Amex Art Levy Jul 10, 2025
60% “60%” Huffman: Reddit had over 60% revenue growth for five straight quarters Steve Huffman Mar 20, 2026 Supported
60% “60%” Whop hired over 50% to 60% of its team directly from the internet Jack Sharky May 23, 2025
60% “60%” Automated agents handle roughly 60% of Wander property management tasks John Andrew May 28, 2025
60% “60%” Dylan Diamond: Saturn's first 50 schools grew from 7% to 60% weekly active users Dylan Diamond Feb 21, 2025
60% “60%” Fiedler: Pet care retains 80-90% of spend, mirroring enterprise software Jason Fiedler Nov 8, 2024
60% “60%” Sam D'Amico: Gas stoves lose 60% of their energy to ambient air Sam D'Amico Oct 4, 2024 Partly supported
60% “60%” Sundblad: 60% of US plastics factories are small businesses Willem Sundblad Apr 19, 2024 Contradicted
60% “60%” Power: Hadrian has a 60% chance of failing within 18 months Chris Power Mar 29, 2024
60% “60%” Former AppLovin CTO Basil personally wrote roughly 60% of the company's code Adam Foroughi Aug 14, 2026
57% “57%” Mavrookas: China controls 57% of global shipbuilding capacity Dino Mavrookas Sep 8, 2026
57% “57%” Mavrookas: China controls 57% of global shipbuilding capacity Dino Mavrookas Sep 10, 2026
55% “55%” McGee: Chinese Competitors, Not Apple Alone, Killed Nokia Patrick McGee Sep 1, 2025
54% “54%” Josephs: Autopilot's Nancy Pelosi tracker outperformed the S&P 500 by 30% Chris Josephs Apr 18, 2025 Supported
52% “52%” Harvey's DAU/MAU ratio jumped from roughly 36% to 52% Winston Weinberg Jun 16, 2026
51% “51%” Cliffton: Zipline cuts maternal mortality by 51%+ in operating countries Keller Rinaudo Cliffton Jan 21, 2026
50% “50%” Bouaziz: Exactly 50% of Deel's revenue comes from non-US companies Alex Bouaziz Mar 17, 2026
50% “50%” Lin: Sequoia's Most Successful Fund Had a 50% Write-Off Rate Alfred Lin Mar 9, 2026
50% “50%” Immerman: Roughly 50% of a16z Growth investments are early-stage portfolio follow-ons Alex Immerman Mar 13, 2026
50% “50%” Immerman: Half of all murders in America remain unsolved Alex Immerman Mar 13, 2026 Supported
50% “50%” Raanan: Cyberstarts portfolio is over 50% of global private cybersecurity market cap Gilly Raanan Mar 11, 2026 Contradicted
50% “50%” Franceschi: Brex is growing 40% to 50% and borderline cash-flow positive Pedro Franceschi Jan 30, 2026 Open
50% “50%” Cliffton: Over 50% of households order via Zipline in some cities Keller Rinaudo Cliffton Jan 22, 2026
50% “50%” Bhargava: AI will transform low-margin services industries into software-like margins Mark Bhargava Dec 5, 2025
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
50% “50%” Barton: Melvin Capital fell 50% in two weeks during GameStop squeeze Michael Barton Oct 23, 2025 Supported
50% “50%” Barton: Coatue's Philippe Laffont actively cuts market exposure 50% during drawdowns Michael Barton Oct 23, 2025
50% “50%” Friedberg: K-shaped economy is driven by wealth divergence, not job availability David Friedberg Jul 22, 2026
50% “50%” Friedberg: US billionaires hold $8T of $183T wealth while bottom 50% hold $4T David Friedberg Jul 22, 2026 Supported
50% “50%” Cohen: Navan grew revenue 40% last quarter and turned profitable Ariel Cohen Jul 19, 2026 Partly supported
50% “50%” Levy: Atmo Upgraded Philippines Weather Forecasting Accuracy by 50% Alex Levy Aug 15, 2025 Supported
50% “50%” O'Shea: 50% of LPs have stopped allocating to venture capital Molly O'Shea Jul 25, 2025 Contradicted
50% “50%” Del Buono: Most tech-focused RIAs have at most one or two professional investors Michel Del Buono Mar 27, 2026
50% “50%” Sadeghi: Study shows over 50% of people accept genetic optimization for IQ Kian Sadeghi Jun 4, 2025 Partly supported
50% “50%” O'Shea: Carta report shows 50% of LPs are exiting venture allocations Molly O'Shea May 5, 2025 Contradicted
50% “50%” McCormick: SpaceX suffered only ~50% dilution despite raising $10B in equity Packy McCormick Feb 14, 2025
50% “50%” Diamond: Saturn maintains over 50% DAU/MAU stickiness and 90% annual retention Dylan Diamond Feb 21, 2025
50% “50%” Josh Wolfe predicts 30% to 50% of VC firms will shut down Jeff Morris Jr. Oct 16, 2024 Supported
50% “50%” Sadeghi: Genetics alone can never predict IQ due to 50% environmental factor Kian Sadeghi Aug 16, 2024 Supported
50% “50%” Sundblad: Factory operator training takes three months with 50% completion rate Willem Sundblad Apr 19, 2024
50% “50%” Lamm: Earth is forecasted to lose 50% of biodiversity within 25 years Ben Lamm Aug 20, 2026 Didn’t hold up
45% “45%” Levy: Texas wind power generates up to 45% of daily state output Alex Levy Aug 15, 2025 Supported
42% “42%” In-house corporate legal teams make up 42% of Harvey's business Winston Weinberg Jun 16, 2026
42% “42%” Bry: SF auto theft dropped 42% after launching Skydio drone program Adam Bry Apr 23, 2026 Not publicly verifiable
41% “41%” O'Shea: Carta data shows 41% of Series A startups are AI Molly O'Shea Nov 18, 2025 Contradicted
40% “40%” Immerman: Revolut has reached 40% ROE, surpassing Nubank Alex Immerman Mar 13, 2026 Partly supported
40% “40%” Laffont: Broadcom grows at 40% while trading cheaper than SaaS companies Thomas Laffont Mar 6, 2026 Partly supported
40% “40%” Tenev: Robinhood Gold reached 4M subscribers, including 40% of new signups Vlad Tenev Jan 10, 2026 Supported
40% “40%” Bhargava: Crescendo automates 50-70% of call centers, raising EBITDA margins to 40% Mark Bhargava Dec 5, 2025
40% “40%” Clark: US semiconductor manufacturing dropped from about 40% to 10% Philip Clark Nov 24, 2025 Supported
40% “40%” Lin: Airbnb went from 40% growth to losing 80% of revenue Alfred Lin Oct 30, 2025 Supported
40% “40%” Friedberg: US private pensions dropped below 8%, while government pensions stayed at 90% David Friedberg Jul 22, 2026 Partly supported
40% “40%” Friedberg: Tax unrealized gains, raise capital gains to 40%, cut income taxes David Friedberg Jul 22, 2026
40% “40%” Cohen: Navan grew revenue 40% last quarter and turned profitable Ariel Cohen Jul 19, 2026 Partly supported
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