The Numbers Museum

Every specific figure ever claimed on the show. 3,121 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
50% “50%” Topol: Lifestyle modifications can reduce p-tau protein levels up to 80% Dr. Eric Topol May 27, 2025 Contradicted
80% “80%” Topol: Lifestyle modifications can reduce p-tau protein levels up to 80% Dr. Eric Topol May 27, 2025 Contradicted
14% “14%” Topol: Mass screening detects only 14% of cancers despite massive costs Dr. Eric Topol May 27, 2025 Partly supported
88% “88%” Topol: 88% of women will never get breast cancer Dr. Eric Topol May 27, 2025 Supported
50B “fifty billion” Acharya: Sovereign AI cluster announcements reach $100B-$250B globally Anish Acharya May 24, 2025 Supported
500M “five hundred million” Acharya: ChatGPT has roughly 500 million monthly active users Anish Acharya May 24, 2025 Supported
1% “a percent” Clark: System trust, not performance, limits enterprise AI value Scott Clark May 23, 2025
15% “15%” Appenzeller: Basic copilots boost enterprise developer productivity by 15 percent Guido Appenzeller May 16, 2025
0.01% “0.01%” Appenzeller: Novel coding lacking AI training data is only 0.01% of development Guido Appenzeller May 16, 2025
40% “40%” McNally: 40% of DIU Contract Winners Are First-Time DoD Vendors Liz Young McNally May 6, 2025 Partly supported
$200B “two hundred billion dollars” Most skilled US defense manufacturing workers are 62 years old Chris Power May 1, 2025 Contradicted
1.5M “half a million” Hadrian will launch two 500,000-square-foot manufacturing facilities next year Chris Power May 1, 2025 Partly held up
100M “a hundred million” Hadrian waited months for Los Angeles power permits after fast construction Chris Power May 1, 2025
1B “a billion” Halozyme guides to $1 billion in revenue in coming years Jonathan Lim Apr 30, 2025 Held up
20% “20%” Checkpoint inhibitors achieve long-term cures in roughly 20% of patients Jonathan Lim Apr 30, 2025 Supported
80% “80%” Lim: My Penguin Friend was shot 80% with real penguins Jonathan Lim Apr 30, 2025
15% “15%” Lim: My Penguin Friend was shot 80% with real penguins Jonathan Lim Apr 30, 2025
5% “five percent” Lim: My Penguin Friend was shot 80% with real penguins Jonathan Lim Apr 30, 2025
1K “A thousand” Andreessen: Traditional VCs viewed investing like picking items from a sushi boat Marc Andreessen Apr 29, 2025
400M “a three hundred million” Horowitz: a16z founders took zero management pay from $300M Fund 1 Ben Horowitz Apr 29, 2025
65M “sixty-five million” Horowitz: a16z invested $65M into Skype in Fund 1 Ben Horowitz Apr 29, 2025
$100M “a hundred million dollars” Horowitz: Historically only 15 startups per year reached $100M revenue Ben Horowitz Apr 29, 2025 Partly supported
$8B “eight billion dollars” Burgum: Over $8B in VC funding has gone into small modular nuclear Doug Burgum Apr 23, 2025 Contradicted
“three times” Burgum: Offshore wind is three times as expensive as onshore wind Doug Burgum Apr 23, 2025 Supported
$300B “three hundred billion dollars” Burgum: Top five tech companies spending $300B capex on AI and energy Doug Burgum Apr 23, 2025 Supported
85% “85%” Burgum: China controls 85% of global rare earth refining Doug Burgum Apr 23, 2025 Partly supported
30% “30%” Burgum: China added 100 gigawatts of coal power in 12 months Doug Burgum Apr 23, 2025 Open
60% “60%” Burgum: China added 100 gigawatts of coal power in 12 months Doug Burgum Apr 23, 2025 Open
$1B “a billion dollars” Brose: Defense tech reached billion-dollar milestones faster than expected Christian Brose Apr 23, 2025 Supported
1% “one percent” Vance: US builds only five commercial ships per year J.D. Vance Apr 23, 2025 Open
94% “94%” Vance: Migrant border crossings dropped 94 percent last month J.D. Vance Apr 23, 2025 Supported
$1.7T “1.7 trillion dollars” Vance: Trump secured $1.7 trillion in new domestic investments J.D. Vance Apr 23, 2025 Partly supported
96% “96%” Sankar: In 1969, 96% of Intel's sales went to defense and Apollo Shyam Sankar Apr 23, 2025 Contradicted
11% “11%” Sankar: DoD 5000 acquisition guidelines expanded from seven to over 2,000 pages Shyam Sankar Apr 23, 2025 Supported
100× “hundred times” Sankar: U.S. Navy nuclear safety standards are 100x stricter than civilian standards Shyam Sankar Apr 23, 2025
94% “94%” Horowitz: Las Vegas leads US with 94% murder clearance rate Ben Horowitz Apr 23, 2025 Supported
75% “75%” Horowitz: Las Vegas leads US with 94% murder clearance rate Ben Horowitz Apr 23, 2025 Supported
90% “90%” Shortal: Defense tech markets deliver a winner-take-most 90/10 value distribution Matt Shortal Apr 21, 2025
10% “10%” Shortal: Defense tech markets deliver a winner-take-most 90/10 value distribution Matt Shortal Apr 21, 2025
90% “90%” Yudis: Applied Intuition's defense autonomy code is 90% identical to commercial Qasar Younis Apr 14, 2025
50% “50%” Brown: Applied Intuition defense work is split evenly between retrofits and new Jason Brown Apr 14, 2025
$50M “fifty million dollars” Yudis: Applied Intuition spent $750 million building its core simulation software Qasar Younis Apr 14, 2025
$10B “ten billion dollars” Brown: The top 98 VC-backed defense startups capture 1% of DoD budget Jason Brown Apr 14, 2025 Contradicted
1% “one percent” Brown: The top 98 VC-backed defense startups capture 1% of DoD budget Jason Brown Apr 14, 2025 Contradicted
100% “100%” Yudis: 100% of global automotive OEMs are actively developing autonomy solutions Qasar Younis Apr 14, 2025 Supported
1M “a million” Bry: Mass AI Drone Swarms Will Outperform Multi-Billion-Dollar Legacy Weapons Adam Bry Apr 11, 2025
100% “hundred percent” Bry: Commercial Drone Light Show Technology Is Irrelevant in Modern Warfare Adam Bry Apr 11, 2025
300B “three hundred billion” Tan: BPO market will grow from $300B today to $500B by 2030 Kimberly Tan Apr 3, 2025 Held up
500B “five hundred billion” Tan: BPO market will grow from $300B today to $500B by 2030 Kimberly Tan Apr 3, 2025 Held up
1K “a thousand” Fanelli: Navy is consolidating 1,000 identity solutions into Naval Identity Service Justin Fanelli Apr 2, 2025 Supported
100× “hundred times” Navy CTO: Defense Startup CEOs Must Embed With Users Before Hiring Sales Justin Fanelli Apr 2, 2025
21% “21%” Miller: U.S. Army Receives 21% of Defense Budget with <50% Flexibility Alex Miller Apr 2, 2025 Supported
50% “50%” Miller: U.S. Army Receives 21% of Defense Budget with <50% Flexibility Alex Miller Apr 2, 2025 Supported
1% “one percent” Fanelli: Defense Innovation Unit Accounts for Under 1% of Defense Budget Justin Fanelli Apr 2, 2025 Supported
95% “95%” Moore: Around 95% of YC startups build using AI development tools Olivia Moore Mar 26, 2025
150M “a hundred fifty million” Moore: Around 150 million people used Snapchat's MyAI chatbot Olivia Moore Mar 26, 2025 Supported
100× “hundred-x” Moore: OpenAI Deep Research is 100x better than Know Your Meme Olivia Moore Mar 26, 2025
200M “two hundred million” Moore: ChatGPT doubled weekly active users to 400M in six months Olivia Moore Mar 26, 2025 Supported
400M “four hundred million” Moore: ChatGPT doubled weekly active users to 400M in six months Olivia Moore Mar 26, 2025 Supported
10% “10%” Moore: DeepSeek reached #2 AI web product within a week of launch Olivia Moore Mar 26, 2025 Supported
7% “seven percent” Moore: DeepSeek mobile app achieves 7% 30-day retention versus ChatGPT's 9% Olivia Moore Mar 26, 2025 Supported
9% “nine percent” Moore: DeepSeek mobile app achieves 7% 30-day retention versus ChatGPT's 9% Olivia Moore Mar 26, 2025 Supported
40% “40%” Moore: Top AI mobile apps by usage and revenue only overlap 40% Olivia Moore Mar 26, 2025 Supported
9M “nine million” Zeno Rocha's Dracula code theme has reached 9 million users Zeno Rocha Mar 21, 2025 Supported
“five times” Mensch: Mistral Sabah outperforms Arabic AI models five times its size Arthur Mensch Mar 20, 2025 Partly supported
100% “hundred percent” Mensch: Closed-source AI models are unfit for high-certainty applications Arthur Mensch Mar 20, 2025
40% “40%” Batniji: 39% of Medicaid acute care is avoidable, triple commercial rates Rajaie Batniji Mar 20, 2025 Partly supported
39% “39%” Batniji: 39% of Medicaid acute care is avoidable, triple commercial rates Rajaie Batniji Mar 20, 2025 Partly supported
“three times” Batniji: 39% of Medicaid acute care is avoidable, triple commercial rates Rajaie Batniji Mar 20, 2025 Partly supported
23% “23%” Batniji: Waymark reduced Medicaid acute care by 23% and hospitalizations by 48% Rajaie Batniji Mar 20, 2025 Supported
48% “48%” Batniji: Waymark reduced Medicaid acute care by 23% and hospitalizations by 48% Rajaie Batniji Mar 20, 2025 Supported
30% “30%” Batniji: Waymark's ML model boosts acute care prediction accuracy to 90% Rajaie Batniji Mar 20, 2025 Supported
90% “90%” Batniji: Waymark's ML model boosts acute care prediction accuracy to 90% Rajaie Batniji Mar 20, 2025 Supported
25% “25%” Moore: Up to 25% of recent YC startups build with AI voice Olivia Moore Mar 18, 2025 Supported
100% “hundred percent” Moore: AI voice companions offer superior availability and empathy to human friends Olivia Moore Mar 18, 2025
80% “80%” Moore: AI voice agents outperform humans on awkward sales upsells Olivia Moore Mar 18, 2025
70% “70%” Moore: Businesses expect 70% discount when replacing human agents with AI Olivia Moore Mar 18, 2025
99% “99%” Kumar: Multi-step AI agents need 99% reliability for daily adoption Ankit Kumar Mar 15, 2025
100M “hundred million” Biilmann: 100 million new AI-assisted developers will emerge within five years Matt Biilmann Mar 7, 2025
$60M “sixty million dollars” Appenzeller: Generating human reasoning traces for AI training would cost $60 million Guido Appenzeller Mar 5, 2025
$5.5M “5.5 million dollars” Appenzeller: DeepSeek spent $5.5 million at market rates to train V3 Guido Appenzeller Mar 5, 2025 Supported
$3M “three million dollars” Appenzeller: Pre-training Meta's Llama models cost slightly over $3 million Guido Appenzeller Mar 5, 2025
20× “20 times” Appenzeller: Switching to reasoning models would increase inference compute needs 20x Guido Appenzeller Mar 5, 2025
90% “90%” Long: Nearly 90% of cyberattacks still originate through human vectors Brian C. Long Feb 28, 2025 Partly supported
“four X” Long: Social engineering attacks rose over 4x since ChatGPT launch Brian C. Long Feb 28, 2025 Supported
90% “90%” Long: 90% of legacy cybersecurity training content is irrelevant Brian C. Long Feb 28, 2025
20% “20%” Webster: DeepSeek performs 20% worse than GPT on jailbreak benchmarks AI Security Researcher Feb 28, 2025
85% “85%” Webster: DeepSeek hard-censors 85% of politically sensitive topics in Promptfoo benchmark Ian Webster Feb 28, 2025 Supported
40% “40%” Ian Webster: OpenAI's GPT refuses ~40% of sensitive Chinese political prompts Ian Webster Feb 28, 2025 Supported
85% “85%” Ian Webster: OpenAI's GPT refuses ~40% of sensitive Chinese political prompts Ian Webster Feb 28, 2025 Supported
$100M “a hundred million dollars” Dixon: OpenAI paid Shutterstock $100M for data licensing deal Chris Dixon Feb 20, 2025 Contradicted
10× “10 times” George: Waymo autonomous vehicles are 7-10x safer than human drivers David George Feb 20, 2025 Open
137% “137%” Sivulka: Hebbia enables firms to screen 137% more deal opportunities George Sivulka Feb 14, 2025
1B “a billion” Sivulka: B2B enterprise AI apps are becoming feature-bloated like Salesforce George Sivulka Feb 14, 2025
50% “50%” Sivulka: AI agents will contribute over 50% of global GDP within a decade George Sivulka Feb 14, 2025 Open
$1T “a trillion dollars” Sinofsky: $1T market selloff over DeepSeek was a complete overreaction Steven Sinofsky Feb 6, 2025
$6M “six million dollars” Casado: DeepSeek's $6M reasoning model cost aligns with OpenAI and Anthropic Martin Casado Feb 6, 2025 Partly supported
7B “seven billion” Sinofsky: Endpoint devices will eventually surpass centralized data center compute capacity Steven Sinofsky Feb 6, 2025
$40B “forty billion dollars” Sinofsky: Microsoft spent $30B to $40B developing Bing Steven Sinofsky Feb 6, 2025 Contradicted
35% “35%” Sinofsky: DeepSeek DAUs reached roughly 35% of OpenAI's total Steven Sinofsky Feb 6, 2025 Supported
100× “hundred X” Sinofsky: AI TAM will grow 100x, with revenue captured primarily by applications Steven Sinofsky Feb 6, 2025
30% “30%” Schimpf: Selling to the Pentagon is only 30% harder than commercial sales Brian Schimpf Jan 28, 2025
“five X” Schimpf: Selling to the Pentagon is only 30% harder than commercial sales Brian Schimpf Jan 28, 2025
2% “2%” Schimpf: Defense budget allocates under 0.2% to modern autonomous systems Brian Schimpf Jan 28, 2025
10× “10 times” Schimpf: Pentagon oversight bureaucrats outnumber accountable leaders 10 to 1 Brian Schimpf Jan 28, 2025
“two X” Strange: AI agents could increase software revenue 10x Angela Strange Jan 14, 2025
10× “10 X” Strange: AI agents could increase software revenue 10x Angela Strange Jan 14, 2025
4.7M “4.7 million” Rampell: U.S. nurse wage market exceeds $600B per year Alex Rampell Jan 14, 2025 Partly supported
$600B “six hundred billion dollars” Rampell: U.S. nurse wage market exceeds $600B per year Alex Rampell Jan 14, 2025 Partly supported
$600B “six hundred billion dollars” Rampell: Worldwide software market is under $600 billion Alex Rampell Jan 14, 2025 Contradicted
80% “80%” Strange: 80% of Toast's revenue comes from financial services Angela Strange Jan 14, 2025 Supported
300B “a two hundred billion” Rampell: Salesforce risks losing revenue or 10x-ing depending on AI transition Alex Rampell Jan 14, 2025
10× “10 X” Rampell: Salesforce risks losing revenue or 10x-ing depending on AI transition Alex Rampell Jan 14, 2025
4M “four million” Haber: Tenor reduces patient intake admin costs by 90% David Haber Jan 14, 2025 Supported
90% “90%” Haber: Tenor reduces patient intake admin costs by 90% David Haber Jan 14, 2025 Supported
“two X” Strange: Core software replacement in fintech failed from lack of 10x improvement Angela Strange Jan 14, 2025
10× “10 X” Strange: Core software replacement in fintech failed from lack of 10x improvement Angela Strange Jan 14, 2025
$200M “two hundred million dollars” Midha: ASML EUV lithography machines cost approximately $200 million each Anjney Midha Jan 3, 2025 Supported
11× “11 X” Schmidt: a16z invested in 11x as sales automation demand reaches record highs Joe Schmidt Dec 23, 2024
5% “five percent” Schmidt: AI automation expands small agency profit margins from 5% to 30% Joe Schmidt Dec 23, 2024
30% “30%” Schmidt: AI automation expands small agency profit margins from 5% to 30% Joe Schmidt Dec 23, 2024
80% “80%” Tan: Legacy RPA fails 20% of the time, requiring manual intervention Kimberly Tan Dec 20, 2024
20% “20%” Tan: Legacy RPA fails 20% of the time, requiring manual intervention Kimberly Tan Dec 20, 2024
45% “45%” Yoo: 45% of U.S. physicians are currently over age 60 Julie Yoo Dec 18, 2024 Contradicted
7% “seven percent” Yoo: 7% of active U.S. physicians recently quit clinical practice Julie Yoo Dec 18, 2024 Supported
50% “50%” Yoo: Up to 50% of a clinician's job is administrative work Julie Yoo Dec 18, 2024 Supported
20% “20%” Yoo: Most hospitals have 10% to 20% open headcount constantly Julie Yoo Dec 18, 2024 Partly supported
5% “five percent” Yoo: Healthcare spends only 2% to 5% of budget on IT Julie Yoo Dec 18, 2024 Partly supported
30% “30%” Yoo: Healthcare spends only 2% to 5% of budget on IT Julie Yoo Dec 18, 2024 Partly supported
$500M “five hundred million dollars” Amble: A top-20 accounting firm is prepared to spend $500M on software Seema Amble Dec 17, 2024
100% “hundred percent” Andrusko: Tax returns and audits require 100% accuracy from AI Marc Andrusko Dec 17, 2024
$3B “three billion dollars” Strange: TD Bank Fined $3 Billion Over Compliance Alert Backlog Angela Strange Dec 16, 2024 Supported
15% “15%” Strange: Up to 15% of large bank staff works in compliance Angela Strange Dec 16, 2024 Supported
1K “a thousand” Strange: SBA loans take 90 days due to 1,000-page compliance documentation Angela Strange Dec 16, 2024 Supported
$1K “a thousand dollars” Horowitz: Onboarding a $1k customer takes similar effort to a $100k customer Eliot Horowitz Dec 13, 2024
$100M “a hundred million dollars” Wickramasekara: Benchling has 800 employees and spends $100M annually on R&D Sajith Wickramasekara Dec 12, 2024
40% “40%” Wickramasekara: Benchling has 800 employees and spends $100M annually on R&D Sajith Wickramasekara Dec 12, 2024
10× “10 X” Wickramasekara: Bio AI models will 10x therapeutic molecule ideas Sajith Wickramasekara Dec 12, 2024
60% “60%” Wickramasekara: 60% of Benchling customers' laboratory instruments are unconnected Sajith Wickramasekara Dec 12, 2024
100× “hundred times” Wickramasekara: Scaling Benchling to $1M ARR was 100x harder than scaling further Sajith Wickramasekara Dec 12, 2024
1K “a thousand” Zapier had 1,000 paying beta users when Y Combinator finally accepted them Wade Foster Dec 11, 2024
10% “10%” Immerman: 10% of consumers name ChatGPT as primary search engine Alex Immerman Dec 9, 2024 Supported
30% “30%” Immerman: Perplexity search queries are growing 25% to 30% monthly Alex Immerman Dec 9, 2024 Supported
90% “90%” Immerman: Google controls 90% of the search market Alex Immerman Dec 9, 2024 Supported
200B “two hundred billion” Immerman: Google approaches $200B annual search revenue with double-digit growth Alex Immerman Dec 9, 2024 Supported
12B “twelve billion” Immerman: Microsoft Bing generates $12B revenue with mid-single-digit market share Alex Immerman Dec 9, 2024 Supported
60% “60%” Immerman: 60% of consumers used chatbots for recent purchase decisions Alex Immerman Dec 9, 2024 Contradicted
1B “a billion” Immerman: Google AI Overviews has reached 1 billion monthly active users Alex Immerman Dec 9, 2024 Supported
500M “five hundred million” Immerman: Meta AI services have reached 500 million monthly active users Alex Immerman Dec 9, 2024 Supported
1B “a billion” Immerman: Apple could gain 1 billion search users overnight Alex Immerman Dec 9, 2024
$10B “ten billion dollars” a16z's Sima: Gusto is valued at nearly $10B with 300,000 businesses Seema Amble Dec 5, 2024 Supported
$500B “five hundred billion dollars” Seema Amble: Annual US marketing spend exceeds $500 billion Seema Amble Nov 21, 2024 Supported
$1.5B “a half billion dollars” Sheriff McMahill: LVMPD operates on $1.5B budget, 90% spent on salaries Sheriff Kevin McMahill Nov 18, 2024 Partly supported
20% “20%” Sheriff McMahill: Las Vegas homicides dropped 20% last year to 148 Sheriff Kevin McMahill Nov 18, 2024 Partly supported
10% “10%” Horowitz: Hope for Prisoners program achieves sub-10% recidivism rate Ben Horowitz Nov 18, 2024 Partly supported
80% “80%” Sheriff McMahill: 75% to 80% of Las Vegas crime occurs in 10 hotspots Sheriff Kevin McMahill Nov 18, 2024 Not publicly verifiable
100% “hundred percent” Chief Gennaro: LVMPD 911 center reached 100% staffing, sub-10-second response times Chief Mike Gennaro Nov 18, 2024 Partly supported
30% “30%” Chief Gennaro: Some US police departments have homicide closure rates near 30% Chief Mike Gennaro Nov 18, 2024 Supported
70% “70%” Chief Gennaro: Some US police departments have homicide closure rates near 30% Chief Mike Gennaro Nov 18, 2024 Supported
80% “80%” Chief Gennaro: Some career criminals spend 80% of their adult life incarcerated Chief Mike Gennaro Nov 18, 2024
1K “a thousand” Sheriff McMahill: Southern Nevada meth labs dropped from nearly 1,000 to one Sheriff Kevin McMahill Nov 18, 2024 Not publicly verifiable
40% “40%” Beckman: 40% of Thatch users roll over unspent healthcare dollars monthly Adam Beckman Nov 14, 2024
0.4% “0.4%” Andreessen: Less than 0.4% of CHIPS Act funding has been disbursed Marc Andreessen Nov 12, 2024 Supported
$5M “five million dollars” Marc Andreessen: AI bot Truth Terminal holds $5M in Goat Coin Marc Andreessen Nov 5, 2024 Partly supported
6% “six percent” Andreessen: Only 6% of Americans Share Ideology Built Into Social Media Marc Andreessen Nov 5, 2024
100% “hundred percent” Andreessen: US-China competition is Cold War II and century's defining conflict Marc Andreessen Nov 5, 2024
1,400% “1400%” Balasubramaniyan: Deepfakes surged 1,400% in the first half of 2024 Vijay Balasubramaniyan Oct 30, 2024 Partly supported
$1.5B “half a billion dollars” Balasubramaniyan: Japanese 'Ori Ori Sagi' scam cost citizens $500M Vijay Balasubramaniyan Oct 30, 2024 Supported
99% “99%” Balasubramaniyan: Pindrop detects voice deepfakes with 99% accuracy, 1% false positives Vijay Balasubramaniyan Oct 30, 2024
1% “one percent” Balasubramaniyan: Pindrop detects voice deepfakes with 99% accuracy, 1% false positives Vijay Balasubramaniyan Oct 30, 2024
2% “two percent” Balasubramaniyan: Biden robocall watermark test yielded only 2% recovery Vijay Balasubramaniyan Oct 30, 2024 Supported
100× “hundred times” Balasubramaniyan: AI deepfake detection is 100x cheaper than generation Vijay Balasubramaniyan Oct 30, 2024
100% “hundred percent” Horowitz: U.S. AI policy focuses on software instead of robotics hardware Ben Horowitz Oct 29, 2024
$300M “three hundred million dollars” Andreessen: Valueless meme coin grew to $300M market cap in four days Marc Andreessen Oct 22, 2024 Supported
$1K “a thousand dollars” Truth Terminal paid its creator $1,000 to integrate an image generator Marc Andreessen Oct 22, 2024 Partly supported
$300M “three hundred million dollars” Andreessen: Current regulations permit launching valueless $300M meme coins Marc Andreessen Oct 22, 2024
1% “one percent” Lisa Su: AMD held 1% server market share at Zen launch Lisa Su Oct 17, 2024 Supported
2.8B “2.8 billion” Ganguli: ESM-3 model trained on 2.8 billion amino acid sequences Surya Ganguli Oct 3, 2024 Supported
$2.5B “2.5 billion dollars” Ganguli: Bringing a drug to market costs $2.5B and takes 10–15 years Surya Ganguli Oct 3, 2024 Supported
90% “90%” Ganguli: 90% of drug candidates fail to achieve FDA approval Surya Ganguli Oct 3, 2024 Supported
80% “80%” Pande: 80% of late-stage drug failures stem from flawed biology Vijay Pande Oct 3, 2024 Open
4B “four billion” Ganguli: Evolutionary robustness proves low-dimensional structure controls biological function Surya Ganguli Oct 3, 2024
80% “80%” Ganguli: 80% of clinical trials fail to meet enrollment targets Surya Ganguli Oct 3, 2024 Supported
1K “a thousand” Schmidt: Zeroth-Order Optimization Requires 1,000x More Computation Than Backpropagation Jeff Schmidt Oct 1, 2024
100× “hundred times” Schmidt: Zeroth-Order Optimization Requires 1,000x More Computation Than Backpropagation Jeff Schmidt Oct 1, 2024
30B “thirty billion” Wang: Big Tech CEOs face existential risk if they miss AI leadership Alexandr Wang Sep 24, 2024
“five X” Wang: Scale AI grew revenue 6x while keeping headcount flat Alexandr Wang Sep 24, 2024
“six X” Wang: Scale AI grew revenue 6x while keeping headcount flat Alexandr Wang Sep 24, 2024
61M “a sixty million” Justin Johnson: AlexNet trained for six days on two consumer GPUs Justin Johnson Sep 20, 2024 Supported
60% “60%” Yoo: Labor Accounts for 60% of Healthcare Budgets, IT Only 10% Julie Yoo Sep 5, 2024 Partly supported
10% “10%” Yoo: Labor Accounts for 60% of Healthcare Budgets, IT Only 10% Julie Yoo Sep 5, 2024 Partly supported
1K “a thousand” Vijay Pande: Compute costs will fall a million-fold over 20 years Vijay Pande Sep 5, 2024
1M “a million” Vijay Pande: Compute costs will fall a million-fold over 20 years Vijay Pande Sep 5, 2024
10% “10%” Pande: Healthcare AI needs a 10x improvement threshold to overcome stigma Vijay Pande Sep 5, 2024
10× “10 X” Pande: Healthcare AI needs a 10x improvement threshold to overcome stigma Vijay Pande Sep 5, 2024
40% “40%” Yoo: 30 to 40% of hospital inbound calls only require basic lookups Julie Yoo Sep 5, 2024
15M “fifteen million” Waymo has completed over 15 million fully autonomous rider-only miles Dmitry Dolgov Aug 5, 2024
“two X” Dolgov: Waymo driverless cars cut injury crashes by 3.5x Dmitry Dolgov Aug 5, 2024 Supported
76% “76%” Dolgov: Swiss Re study showed zero bodily injury claims for Waymo Dmitry Dolgov Aug 5, 2024 Partly supported
100% “hundred percent” Dolgov: Swiss Re study showed zero bodily injury claims for Waymo Dmitry Dolgov Aug 5, 2024 Partly supported
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