{
 "episode_id": "invest-like-the-best-2026-06-03-dara-khosrowshahi-uber-s-bet-on-avs-ai-and-building-a-super-",
 "title": "Dara Khosrowshahi - Uber's Bet on AVs, AI, and Building a Super-App",
 "podcast": "invest-like-the-best",
 "published_at": "2026-06-03",
 "speakers": [
  "Patrick O'Shaughnessy",
  "Dara Khosrowshahi"
 ],
 "summary": "Uber CEO Dara Khosrowshahi tells Patrick O'Shaughnessy how Daniel Ek's 'since when is life about happiness? It's about impact' line pushed him to leave Expedia for a chaotic 2017 Uber, and how losing everything when his family left Iran at age nine shaped his unflappable, problem-decomposing leadership style. The bulk of the conversation is on autonomous vehicles: Uber as the supply-led demand aggregator with 30+ AV partnerships (Waymo, Nuro, Lucid, NVIDIA, Wayve), AVs on Uber's network running 30%+ busier than first-party fleets, a predicted many-winner AV landscape, a trillion-dollar marketplace unlock, and the pre-mortem risks of public backlash and losing access to supply. He covers AI inside Uber—blowing through a year's AI budget in a quarter, metering headcount, exploring on frontier models and scaling on efficient ones—plus the super-app push: Uber One's 50 million members, hotels via an Expedia deal, Reserve's $5B+ run rate, and a future where inbound interaction moves from apps to conversational agents. He closes on lessons from Barry Diller (get unfiltered ground truth), Herbert Allen (bet on people), and Reed Hastings, and on prioritizing organic growth and AV investment over buybacks from Uber's $10B+ free cash flow.",
 "topics": [
  {
   "name": "Taking the Uber job",
   "timestamp": "3:38",
   "summary": "Dara recounts blowing off the headhunter until Daniel Ek confronted him at the Allen & Co conference with 'since when is life about happiness? It's about impact,' which reframed Uber as a shot at impact worth leaving 13 years at Expedia for."
  },
  {
   "name": "Bringing order to day-one chaos",
   "timestamp": "5:51",
   "summary": "Day one at Uber was complete chaos—a fighting board, no stable management, public scandals. Dara describes decomposing the unassailable problem into component parts (board, trust with stakeholders, team) and solving each, including bringing in chairman Ron Sugar."
  },
  {
   "name": "Iran, loss, the chip on the shoulder, and parenting",
   "timestamp": "9:25",
   "summary": "Dara's family lost everything leaving Iran when he was nine; watching his father lose his spark drove a lifelong competitive chip while teaching him not to let fortune break him. He extends the lesson to parenting: overcoming challenges for your kids does them a long-term disservice."
  },
  {
   "name": "AI inside Uber: adoption, mandate, and token costs",
   "timestamp": "14:28",
   "summary": "Uber is seeing AI adoption everywhere—devs in India driving 10x code commits—and Dara pushes teams to rebuild processes from first principles rather than optimize 20-30%. Usage blew through the annual AI budget in a quarter, so Uber meters headcount, explores on frontier models, and scales on cheaper or open-source ones."
  },
  {
   "name": "Physical AI and bigger models",
   "timestamp": "21:31",
   "summary": "Uber's feed and search models are ~10,000x bigger than older ones, enabling universal search and guessing a rider's destination three-quarters of the time. Dara frames Uber as one of few companies linking AI to the real world, with drones and AVs changing the fulfillment form factor."
  },
  {
   "name": "AV strategy: supply-led demand aggregation",
   "timestamp": "22:54",
   "summary": "Uber is a supply-led company—secure every car, restaurant, and merchant and demand takes care of itself. In AVs Uber has 30+ partnerships and builds the surrounding ecosystem (depots, charging, fleet financing via a $1B Santander line, insurance, data), with network AVs 30%+ busier than first-party AVs."
  },
  {
   "name": "Coexistence with Waymo and the AV pre-mortem",
   "timestamp": "28:12",
   "summary": "Drawing on travel-industry OTA dynamics, Dara argues AV players like Waymo and Zoox will both compete and use Uber for utilization—an amalgamation of business models. His pre-mortem: public backlash if the industry outruns society's pace, and failure to secure access to supply."
  },
  {
   "name": "The AV unlock: trillion-dollar market, manufacturing, and drones",
   "timestamp": "32:17",
   "summary": "Dara sizes AVs as another trillion-dollar marketplace as hardware costs fall 30-40% per generation (a $60-70K Lucid/Nuro midsize), with lower prices expanding demand like Uber outgrew the taxi market. Traditional OEMs will be L4-ready in 2-4 years, Chinese manufacturing is unrivaled, and drone delivery scales in 2-5 years."
  },
  {
   "name": "Regional AV rollout differences",
   "timestamp": "36:37",
   "summary": "The Middle East is moving fastest with entrepreneurial regulators and driverless operations in Abu Dhabi and Dubai; the US is happening in California and Texas but will take longer in New York and Boston; Europe is starting, with London robotaxi pilots expected before year-end."
  },
  {
   "name": "Cross-platform super-app: Eats, Uber One, and hotels",
   "timestamp": "37:53",
   "summary": "Uber's structural advantage is cross-platform: 13% of Eats bookings come from the mobility app, Uber One has 50 million members growing 50% a year, and hotels (via an Expedia deal) extend the platform into planned travel. Dara discusses membership economics, Amazon's valley of despair, and whether the on-demand brand can stretch to planned purchases."
  },
  {
   "name": "Marketing and the agentic interface future",
   "timestamp": "51:11",
   "summary": "Dara changed his mind on marketing's role—storylines like Uber Teens teach users the platform's breadth beyond product-led discovery. He predicts inbound interaction will shift from structured apps to unstructured conversation with AI agents, with apps persisting for efficient visual feedback."
  },
  {
   "name": "Mentors, leadership, and capital allocation",
   "timestamp": "54:11",
   "summary": "Lessons from Barry Diller (go to the source for unfiltered ground truth; the edge gives you the edge), Herbert Allen (bet on people, not companies), and Reed Hastings (structured thinking plus occasional gambles). Dara seeks troublemakers as corporate mutations, and on capital allocation prioritizes organic growth and AV investment over buybacks."
  }
 ],
 "entities": [
  {
   "name": "Dara Khosrowshahi",
   "type": "person",
   "salience": "central",
   "role_in_episode": "Guest; CEO of Uber; explains the AV demand-aggregator strategy, AI adoption inside Uber, the super-app push, and his leadership formation"
  },
  {
   "name": "Patrick O'Shaughnessy",
   "type": "person",
   "salience": "central",
   "role_in_episode": "Host of Invest Like the Best; probes AV strategy, pre-mortems, membership economics, and capital allocation"
  },
  {
   "name": "Uber",
   "type": "company",
   "salience": "central",
   "role_in_episode": "The subject company; supply-led demand aggregator betting on AVs, AI, and a cross-platform super-app"
  },
  {
   "name": "self-driving",
   "type": "concept",
   "salience": "central",
   "role_in_episode": "The core topic: autonomous vehicles as a trillion-dollar opportunity where Uber aggregates demand across 30+ partnerships"
  },
  {
   "name": "Waymo",
   "type": "company",
   "salience": "discussed",
   "role_in_episode": "Largest AV partner (Austin and Atlanta partnerships) and potential competitor; the test case for coexistence"
  },
  {
   "name": "Uber Eats",
   "type": "product",
   "salience": "discussed",
   "role_in_episode": "Delivery business grown from under $1B to over $100B in gross bookings; international expansion vehicle and cross-platform funnel"
  },
  {
   "name": "Uber One",
   "type": "product",
   "salience": "discussed",
   "role_in_episode": "Membership program with 50M members growing 50% YoY; the loyalty engine of the super-app strategy"
  },
  {
   "name": "Uber Reserve",
   "type": "product",
   "salience": "discussed",
   "role_in_episode": "Pre-booked rides product at $5B+ run rate; proof Uber can stretch from on-demand to planned"
  },
  {
   "name": "Expedia",
   "type": "company",
   "salience": "discussed",
   "role_in_episode": "Dara's prior company (13 years as CEO); demand-led contrast to Uber and now the hotel-supply partner for Uber's travel push"
  },
  {
   "name": "Daniel Ek",
   "type": "person",
   "salience": "discussed",
   "role_in_episode": "Recommended Dara for the Uber job and reframed the decision with 'life is about impact, not happiness'"
  },
  {
   "name": "Barry Diller",
   "type": "person",
   "salience": "discussed",
   "role_in_episode": "Dara's business mentor for 20+ years; source of the go-to-the-source, unfiltered-ground-truth lesson"
  },
  {
   "name": "Allen & Co",
   "type": "company",
   "salience": "discussed",
   "role_in_episode": "Where Dara started in investment banking; Herbert Allen's bet-on-people philosophy and the Sun Valley conference where Ek pitched him"
  },
  {
   "name": "Reed Hastings",
   "type": "person",
   "salience": "discussed",
   "role_in_episode": "Admired CEO; structured, logical thinker who still takes gambles"
  },
  {
   "name": "drones",
   "type": "concept",
   "salience": "discussed",
   "role_in_episode": "Delivery form factor gated by battery density; expected to hit real scale for food and grocery in two to five years"
  },
  {
   "name": "AI backlash",
   "type": "concept",
   "salience": "discussed",
   "role_in_episode": "Dara's biggest industry pre-mortem: AI and AVs are unpopular with the public, so the industry must move at society's pace"
  },
  {
   "name": "China",
   "type": "place",
   "salience": "discussed",
   "role_in_episode": "Home of the AV Foxconns; manufacturing quality and cost Dara calls unrivaled, which the West lacks"
  },
  {
   "name": "Iran",
   "type": "place",
   "salience": "discussed",
   "role_in_episode": "Dara's birthplace; his family lost everything leaving it when he was nine, forging his competitive chip"
  },
  {
   "name": "Amazon",
   "type": "company",
   "salience": "discussed",
   "role_in_episode": "Membership-economics precedent: Prime's variable-cost membership and the valley of despair that inspired Uber One"
  },
  {
   "name": "Nuro",
   "type": "company",
   "salience": "mentioned",
   "role_in_episode": "AV partner co-building a $60-70K midsize robotaxi with Lucid for Uber"
  },
  {
   "name": "Lucid",
   "type": "company",
   "salience": "mentioned",
   "role_in_episode": "EV maker building the midsize AV with Nuro for Uber"
  },
  {
   "name": "NVIDIA",
   "type": "company",
   "salience": "mentioned",
   "role_in_episode": "AV partner building compute, sensors, and now a software driver"
  },
  {
   "name": "Santander",
   "type": "company",
   "salience": "mentioned",
   "role_in_episode": "Provider of the billion-dollar financing line for EV and AV fleets"
  },
  {
   "name": "Netflix",
   "type": "company",
   "salience": "mentioned",
   "role_in_episode": "Analogy for Uber One's value (more content for the same price) and Reed Hastings' company"
  },
  {
   "name": "Travis Kalanick",
   "type": "person",
   "salience": "mentioned",
   "role_in_episode": "Uber founder whose departure preceded the chaos Dara inherited; credited with willing Uber into existence"
  },
  {
   "name": "Joby",
   "type": "company",
   "salience": "mentioned",
   "role_in_episode": "Building drones for people, cited in the drone-delivery discussion"
  },
  {
   "name": "Herbert Allen",
   "type": "person",
   "salience": "mentioned",
   "role_in_episode": "Allen & Co leader who taught Dara to bet on people, not companies"
  },
  {
   "name": "Ron Sugar",
   "type": "person",
   "salience": "mentioned",
   "role_in_episode": "Chairman Dara brought in to unite Uber's warring board"
  }
 ],
 "claims": [
  {
   "holder": "Daniel Ek",
   "reported_by": "Dara Khosrowshahi",
   "claim": "Life is about impact, not happiness, and Uber is a consequential company in trouble that Dara should take a shot at.",
   "stance": "opinion",
   "conviction": 0.85,
   "subjects": [
    "Uber"
   ],
   "timestamp": "3:38",
   "quote": "Dara, since when is life about happiness?"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "The way to lead through chaos is to decompose what seems like an unassailable problem into component parts and solve each one.",
   "stance": "opinion",
   "conviction": 0.85,
   "subjects": [
    "Uber",
    "leadership"
   ],
   "timestamp": "7:05",
   "quote": "The most important how is simplifying the situation and breaking down what seems like an unassailable problem into its component parts."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Helicopter parenting harms kids: overcoming life's challenges for your children is a long-term disservice because challenges are what form people.",
   "stance": "opinion",
   "conviction": 0.8,
   "subjects": [
    "parenting"
   ],
   "timestamp": "12:54",
   "quote": "if you as a parent are overcoming these challenges for your kids, you're actually doing them a disservice long term"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "The current pace of change from AI—digital and physical—is faster than anything he has ever seen.",
   "stance": "assertion",
   "conviction": 0.9,
   "subjects": [
    "AI disruption"
   ],
   "timestamp": "14:28",
   "quote": "I've never ever seen a pace of change so fast, and it's incredibly exciting."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "The real AI prize is rebuilding systems and processes from first principles, not optimizing existing processes by 20-30%.",
   "stance": "opinion",
   "conviction": 0.85,
   "subjects": [
    "Uber",
    "AI adoption"
   ],
   "timestamp": "17:06",
   "quote": "I'm pushing the teams to fundamentally use the power of AI to rebuild systems and processes from the bottoms up"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "AI uptake inside a company is unpredictable, so leadership's job is to find and promote the internal rebels racing ahead with it.",
   "stance": "opinion",
   "conviction": 0.8,
   "subjects": [
    "Uber",
    "AI adoption"
   ],
   "timestamp": "18:26",
   "quote": "We want the rebels to win here."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Uber will meter headcount increases because AI is making engineers dramatically more productive, at a significant token cost that forces efficiency.",
   "stance": "assertion",
   "conviction": 0.8,
   "subjects": [
    "Uber",
    "AI adoption"
   ],
   "timestamp": "19:30",
   "quote": "we are going to meter headcount increases"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "The right AI cost strategy is to explore with expensive frontier models and then scale with more token-efficient or open-source models.",
   "stance": "opinion",
   "conviction": 0.8,
   "subjects": [
    "Uber",
    "AI adoption"
   ],
   "timestamp": "19:30",
   "quote": "we're using the more expensive models to explore"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Uber is a supply-led company: secure every car, restaurant, and merchant and the demand will take care of itself.",
   "stance": "opinion",
   "conviction": 0.85,
   "subjects": [
    "Uber"
   ],
   "timestamp": "22:54",
   "quote": "If we do that, the demand will take care of itself."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "There will not be a single winner in AVs; like foundation models, there will be many players.",
   "stance": "prediction",
   "conviction": 0.85,
   "subjects": [
    "self-driving"
   ],
   "timestamp": "24:26",
   "quote": "Just like you're seeing in the foundation model space, there isn't going to be a single winner."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Uber's AV play is to be the go-to-market solution for digital-driver builders by owning the surrounding ecosystem: depots, charging, fleets, financing, insurance, data, and instant demand.",
   "stance": "assertion",
   "conviction": 0.85,
   "subjects": [
    "Uber",
    "self-driving"
   ],
   "timestamp": "24:26",
   "quote": "we want to be your go-to-market solution for companies that are building out these digital drivers"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "AV magic will normalize quickly—what feels magical now will seem normal within a decade, and adoption will move faster than expected.",
   "stance": "prediction",
   "conviction": 0.8,
   "subjects": [
    "self-driving"
   ],
   "timestamp": "26:34",
   "quote": "what's magical now is going to seem normal to all of us 10 years from now"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "AV players like Waymo will both compete with Uber and use it for utilization—an amalgamation of business models like travel OTAs and food delivery, not a binary compete-or-cooperate outcome.",
   "stance": "prediction",
   "conviction": 0.8,
   "subjects": [
    "Waymo",
    "Uber",
    "self-driving"
   ],
   "timestamp": "28:12",
   "quote": "We think there's going to be an amalgamation of business models. There already is in travel, there already is in food. Same thing will happen in transportation."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "AI is powerful but unpopular with the general public, who experience it as higher electricity costs and job threats rather than benefits.",
   "stance": "assertion",
   "conviction": 0.8,
   "subjects": [
    "AI backlash"
   ],
   "timestamp": "29:59",
   "quote": "You've seen how powerful AI is but at the same time, how unpopular it is with the general public."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "The biggest AV industry risk is public backlash: the industry must communicate and move at the pace society is prepared for.",
   "stance": "opinion",
   "conviction": 0.85,
   "subjects": [
    "self-driving",
    "AI backlash"
   ],
   "timestamp": "29:59",
   "quote": "we've got to go at the pace that society is prepared for us to move. Otherwise, there will be a backlash"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Early evidence suggests AVs add incremental demand to the Uber platform—drivers in the Waymo partnership cities of Austin and Atlanta are earning more and driver sign-ups are increasing.",
   "stance": "assertion",
   "conviction": 0.6,
   "subjects": [
    "self-driving",
    "Uber",
    "Waymo"
   ],
   "timestamp": "29:59",
   "quote": "it looks like AVs are actually adding incremental demand to the platform"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "If the public-perception risk is solved, the controllable pre-mortem for Uber's AV bet is failing to secure access to supply, which is why it partners with essentially every AV provider.",
   "stance": "opinion",
   "conviction": 0.8,
   "subjects": [
    "Uber",
    "self-driving"
   ],
   "timestamp": "31:38",
   "quote": "We need access to supply and we're investing time. We're investing capital."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Lowering the cost of transportation expands demand—Uber became multiple times bigger than the taxi market it was sized against, and AVs have the same potential.",
   "stance": "assertion",
   "conviction": 0.85,
   "subjects": [
    "Uber",
    "self-driving"
   ],
   "timestamp": "32:17",
   "quote": "as we bring the cost of our services down, demand goes up"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Chinese AV manufacturing capability in quality and cost is currently unrivaled, and the Western hemisphere needs but does not yet have an equivalent low-cost contract manufacturer.",
   "stance": "assertion",
   "conviction": 0.9,
   "subjects": [
    "China",
    "self-driving"
   ],
   "timestamp": "33:53",
   "quote": "The Chinese capabilities in terms of manufacturing, both in terms of quality and cost at this point is unrivaled."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Drone delivery is gated by battery density—the battery's ability to lift itself plus the payload with adequate range and recharging.",
   "stance": "assertion",
   "conviction": 0.85,
   "subjects": [
    "drones"
   ],
   "timestamp": "35:31",
   "quote": "The biggest issue is battery density and the ability of essentially battery to lift itself and then lift the payload"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Uber's cross-platform model is a structural advantage that lets it reach the number one position in delivery markets with higher margins than single-line competitors.",
   "stance": "assertion",
   "conviction": 0.85,
   "subjects": [
    "Uber",
    "Uber Eats",
    "Uber One"
   ],
   "timestamp": "37:53",
   "quote": "we think we can get to the number one position and at the same time have higher margins than our competitors, and we're proving it out in market after market after market"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Suppliers deserve a higher quality bar than consumers because they live on the platform: a P95 bug hits a six-hour-a-day driver every week but a loyal consumer once a month.",
   "stance": "opinion",
   "conviction": 0.8,
   "subjects": [
    "Uber"
   ],
   "timestamp": "39:52",
   "quote": "A P95 bug is happening every single week for a driver who's on the app six hours a day."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Membership programs with variable cost-to-serve are much harder than fixed-cost ones; Amazon proved the model by enduring the valley of despair, which inspired Uber One.",
   "stance": "opinion",
   "conviction": 0.8,
   "subjects": [
    "Uber One",
    "Amazon"
   ],
   "timestamp": "42:45",
   "quote": "It becomes much more challenging if the cost to serve is a variable cost"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Whether Uber's on-demand brand can stretch temporally to planned purchases like vacations is an open question, though he believes it can.",
   "stance": "opinion",
   "conviction": 0.55,
   "subjects": [
    "Uber"
   ],
   "timestamp": "47:59",
   "quote": "I think it's an open question. I think we can."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Inbound interaction with Uber will shift from structured app UIs to unstructured conversation via AI agents, while apps persist for efficient visual communication back to the user.",
   "stance": "prediction",
   "conviction": 0.75,
   "subjects": [
    "Uber",
    "agentic software"
   ],
   "timestamp": "53:12",
   "quote": "I think people are going to use apps, but the inbound interaction is going to be much more unstructured. AI makes it possible."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "The most common failure of large-company leaders is receiving only a thin, processed layer of information; leaders must cut through to unfiltered ground truth, a lesson from Barry Diller.",
   "stance": "opinion",
   "conviction": 0.85,
   "subjects": [
    "leadership",
    "Barry Diller"
   ],
   "timestamp": "54:11",
   "quote": "the higher up your organization, often you get a very thin layer of what's going on"
  },
  {
   "holder": "Herbert Allen",
   "reported_by": "Dara Khosrowshahi",
   "claim": "Make bets on people, not companies—companies fluctuate but great people stay great.",
   "stance": "opinion",
   "conviction": 0.9,
   "subjects": [
    "Allen & Co",
    "leadership"
   ],
   "timestamp": "56:56",
   "quote": "he always told me that he makes bets on people, not companies"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "His bets on people—like betting on Barry Diller—have been the best bets of his life.",
   "stance": "opinion",
   "conviction": 0.85,
   "subjects": [
    "Barry Diller",
    "leadership"
   ],
   "timestamp": "56:56",
   "quote": "in my life, my bets on people and those personal bets are probably the best ones I made"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Companies are organisms that evolve by mutating: leaders should seek out internal troublemakers because companies with a single process and information flow die.",
   "stance": "opinion",
   "conviction": 0.85,
   "subjects": [
    "leadership"
   ],
   "timestamp": "58:15",
   "quote": "Organisms evolve by mutating, and companies that don't mutate, that just sit and with a single process, with a single information flow, those are the companies that die."
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "AI has accelerated the rate of change inside companies by roughly 5x, and companies comfortable with that change will adapt while rigid ones struggle.",
   "stance": "assertion",
   "conviction": 0.8,
   "subjects": [
    "AI disruption"
   ],
   "timestamp": "59:46",
   "quote": "the rate of change is accelerated by 5X"
  },
  {
   "holder": "Dara Khosrowshahi",
   "claim": "Capital allocation is more art than science, and Uber's priority order is organic investment and growth, then AV commitments, with buybacks funded by what remains.",
   "stance": "opinion",
   "conviction": 0.85,
   "subjects": [
    "Uber",
    "capital allocation"
   ],
   "timestamp": "1:01:05",
   "quote": "But I prioritize growth, I prioritize innovation over buybacks."
  }
 ],
 "predictions": [
  {
   "holder": "Dara Khosrowshahi",
   "prediction": "There will be many winners in AVs rather than a single winner, mirroring the foundation model landscape.",
   "timeframe": "unspecified",
   "subjects": [
    "self-driving"
   ],
   "timestamp": "24:26",
   "quote": "Just like you're seeing in the foundation model space, there isn't going to be a single winner."
  },
  {
   "holder": "Dara Khosrowshahi",
   "prediction": "What feels magical about AVs today will seem normal to everyone within ten years.",
   "timeframe": "10 years",
   "subjects": [
    "self-driving"
   ],
   "timestamp": "26:34",
   "quote": "what's magical now is going to seem normal to all of us 10 years from now",
   "due": "2036-06-03"
  },
  {
   "holder": "Dara Khosrowshahi",
   "prediction": "AVs will create another trillion-dollar marketplace for Uber over the long term as software and hardware costs fall.",
   "timeframe": "long term",
   "subjects": [
    "self-driving",
    "Uber"
   ],
   "timestamp": "32:17",
   "quote": "We think it's another trillion dollar marketplace."
  },
  {
   "holder": "Dara Khosrowshahi",
   "prediction": "Traditional OEMs will reach L4-ready vehicle production within the next two to four years.",
   "timeframe": "next two to four years",
   "subjects": [
    "self-driving"
   ],
   "timestamp": "33:53",
   "quote": "I think you'll see the traditional players get there over the next two to four years.",
   "due": "2030-06-03"
  },
  {
   "holder": "Dara Khosrowshahi",
   "prediction": "Drone delivery for food and grocery will start hitting real scale within two to five years, becoming more normal in five to ten, though it won't be a big part of life within two years.",
   "timeframe": "two to five years",
   "subjects": [
    "drones",
    "Uber"
   ],
   "timestamp": "35:31",
   "quote": "I think drones for food and other grocery are going to start hitting real scale over the next two to five years.",
   "due": "2031-06-03"
  },
  {
   "holder": "Dara Khosrowshahi",
   "prediction": "Uber will have robotaxi pilots in London before the end of the year.",
   "timeframe": "before end of 2026",
   "subjects": [
    "Uber",
    "self-driving"
   ],
   "timestamp": "36:37",
   "quote": "I think we will have pilots, for example, in London before the end of the year.",
   "due": "2026-12-31"
  },
  {
   "holder": "Dara Khosrowshahi",
   "prediction": "In roughly seven years users will be talking to Uber—inbound interaction moves to unstructured conversation via AI agents—while apps persist for visual feedback.",
   "timeframe": "~7 years",
   "subjects": [
    "Uber",
    "agentic software"
   ],
   "timestamp": "53:10",
   "quote": "I think you'll be talking to Uber, right?",
   "due": "2033-06-03"
  }
 ],
 "facts": [
  {
   "statement": "Uber has over 10 million couriers and drivers on its platform.",
   "subjects": [
    "Uber"
   ],
   "value": "10M+ drivers and couriers",
   "timestamp": "3:38",
   "quote": "We've got over 10 million couriers and drivers on the platform.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Dara's family lost everything when they left Iran for the US when he was nine years old.",
   "subjects": [
    "Dara Khosrowshahi",
    "Iran"
   ],
   "timestamp": "9:25",
   "quote": "We lost everything when we came here from Iran.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber blew through its full-year AI budget in a single quarter.",
   "subjects": [
    "Uber",
    "AI adoption"
   ],
   "value": "1 year's AI budget consumed in 1 quarter",
   "timestamp": "19:30",
   "quote": "it blew through our AI budget in a quarter for the whole year essentially",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber generates over $10 billion in free cash flow on well over 10 billion trips a year.",
   "subjects": [
    "Uber"
   ],
   "value": "$10B+ free cash flow",
   "timestamp": "19:30",
   "quote": "We've got over $10 billion in pre-cash flow, which is great, but it's on well over $10 billion trips a year.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber developers in India are driving 10x the code commits they used to, using autonomous agents.",
   "subjects": [
    "Uber",
    "AI adoption"
   ],
   "value": "10x code commits",
   "timestamp": "18:26",
   "quote": "we've got devs in India, who all of a sudden are driving 10x the code commits that they used to",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber's feed and search models are roughly 10,000 times bigger than its older models.",
   "subjects": [
    "Uber",
    "AI adoption"
   ],
   "value": "~10,000x bigger models",
   "timestamp": "21:31",
   "quote": "now are probably 10,000 times bigger than our older models",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber can guess where a rider is going three-quarters of the time, enabling a one-tap interaction.",
   "subjects": [
    "Uber"
   ],
   "value": "75% destination prediction",
   "timestamp": "21:31",
   "quote": "three-quarters of the time we can guess where you're going",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber has over 30 AV partnerships, including Waymo, Nuro, Lucid, NVIDIA, Wayve, WeRide, and Pony AI.",
   "subjects": [
    "Uber",
    "self-driving"
   ],
   "value": "30+ AV partnerships",
   "timestamp": "24:26",
   "quote": "We've got over 30 partnerships now",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber announced a billion-dollar financing line with Santander for EV and AV fleets.",
   "subjects": [
    "Uber",
    "Santander",
    "self-driving"
   ],
   "value": "$1B financing line",
   "timestamp": "24:26",
   "quote": "We just announced the billion-dollar financing line with Santander for EV fleets and AV fleets.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "AVs on Uber's network are 30% or more busier (trips and revenue per vehicle per day) than first-party AVs not on the network.",
   "subjects": [
    "Uber",
    "self-driving"
   ],
   "value": "30%+ higher utilization",
   "timestamp": "24:26",
   "quote": "AVs that are on our network are 30% or more busy than let's say 1P AVs who aren't using our network",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber has two big Waymo partnerships in Austin and Atlanta, where drivers on the platform are making more money and driver sign-ups are increasing.",
   "subjects": [
    "Uber",
    "Waymo",
    "self-driving"
   ],
   "timestamp": "29:59",
   "quote": "Now drivers in Austin and Atlanta, where we have two big partnerships with Waymo. Drivers on the Uber platform, they're making more money.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "AV hardware costs typically fall 30 to 40% per generation; the Lucid midsize being built with Nuro for Uber would be a $60,000-$70,000 car.",
   "subjects": [
    "self-driving",
    "Lucid",
    "Nuro"
   ],
   "value": "30-40% cost decline per generation; $60-70K vehicle",
   "timestamp": "32:17",
   "quote": "We think the lucid mid-size that they are building for us and Neuro together, it would be $60,000, $70,000 car.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Each AV probably drives three to four times as much as a human driver does.",
   "subjects": [
    "self-driving"
   ],
   "value": "3-4x human utilization",
   "timestamp": "33:53",
   "quote": "Each of these vehicles probably drives three to four times what a human does.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Abu Dhabi and Dubai already have AV operations with no vehicle operators, with Middle East regulators leaning into the technology.",
   "subjects": [
    "self-driving"
   ],
   "timestamp": "36:37",
   "quote": "No vehicle operators in Abu Dhabi, Dubai.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber has signed up roughly 40-50% of the serviceable restaurants and merchants in the cities where it operates.",
   "subjects": [
    "Uber Eats",
    "Uber"
   ],
   "value": "40-50% of serviceable merchants",
   "timestamp": "37:53",
   "quote": "probably signed up around 40 to 50 percent of the restaurants and or merchants that can be on our platform",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "About 13% of Uber Eats bookings come from the mobility side of the app.",
   "subjects": [
    "Uber Eats",
    "Uber"
   ],
   "value": "13% of Eats bookings",
   "timestamp": "37:53",
   "quote": "About 13 percent of Eats bookings are actually coming from the mobility business.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber One has 50 million members and is growing 50% year on year.",
   "subjects": [
    "Uber One",
    "Uber"
   ],
   "value": "50M members, +50% YoY",
   "timestamp": "37:53",
   "quote": "we have an Uber One membership program, 50 million members now, growing 50 percent year on year",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "About 50% of Uber Eats orders are batched, with couriers picking up two deliveries at once.",
   "subjects": [
    "Uber Eats"
   ],
   "value": "~50% batched orders",
   "timestamp": "41:48",
   "quote": "About 50% of orders are batched.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber is available in over 70 countries, completed 1.5 billion trips for people outside their home city last year, and about 15% of trips are to and from airports.",
   "subjects": [
    "Uber"
   ],
   "value": "70+ countries; 1.5B out-of-home-city trips; ~15% airport trips",
   "timestamp": "44:59",
   "quote": "Just last year, we completed one and a half billion trips for people outside of their home city.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber launched train bookings in the UK and Spain and struck its hotel supply deal with Expedia, Dara's former company.",
   "subjects": [
    "Uber",
    "Expedia"
   ],
   "timestamp": "44:59",
   "quote": "we happened to make a deal with Expedia, my old company",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber Reserve is now over a $5 billion run rate and didn't exist five or six years ago.",
   "subjects": [
    "Uber Reserve",
    "Uber"
   ],
   "value": "$5B+ run rate",
   "timestamp": "47:59",
   "quote": "reserve now is over $5 billion run rate",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "Uber Eats grew from under $1 billion in gross bookings when Dara joined to over $100 billion now.",
   "subjects": [
    "Uber Eats",
    "Uber"
   ],
   "value": "<$1B -> $100B+ gross bookings",
   "timestamp": "1:01:05",
   "quote": "Uber Eats, when I joined, was doing under a billion dollars in gross bookings. It's over 100 billion now.",
   "source": "Dara Khosrowshahi"
  },
  {
   "statement": "After COVID, Dara bought an e-bike and delivered food in San Francisco to experience the courier side of the platform firsthand.",
   "subjects": [
    "Dara Khosrowshahi",
    "Uber"
   ],
   "timestamp": "39:52",
   "quote": "I bought an e-bike and started delivering food in San Francisco.",
   "source": "Dara Khosrowshahi"
  }
 ],
 "notable_quotes": [
  {
   "speaker": "Dara Khosrowshahi",
   "timestamp": "3:38",
   "quote": "And I remember Daniel looks at me and is like, Dara, since when is life about happiness?",
   "why": "The Daniel Ek line—life is about impact, not happiness—that flipped Dara from blowing off the Uber job to calling the headhunter the next morning."
  },
  {
   "speaker": "Dara Khosrowshahi",
   "timestamp": "22:54",
   "quote": "If we do that, the demand will take care of itself.",
   "why": "The distilled supply-led thesis: Uber's entire AV and marketplace strategy reduces to securing every unit of supply."
  },
  {
   "speaker": "Dara Khosrowshahi",
   "timestamp": "26:34",
   "quote": "So the one thing that is surprising in a different way is how quickly magic turns to normal.",
   "why": "His core product insight on AVs—consumer wonder normalizes in minutes, so the technology will mainstream faster than expected."
  },
  {
   "speaker": "Dara Khosrowshahi",
   "timestamp": "29:59",
   "quote": "we've got to go at the pace that society is prepared for us to move. Otherwise, there will be a backlash",
   "why": "His pre-mortem for the entire AI/AV industry: public acceptance, not technology, is the binding constraint."
  },
  {
   "speaker": "Dara Khosrowshahi",
   "timestamp": "54:11",
   "quote": "It's often the edge that gives you an edge, not the average.",
   "why": "The Barry Diller lesson on going to unfiltered source material—the edge cases, not processed averages, drive contrarian decisions."
  },
  {
   "speaker": "Dara Khosrowshahi",
   "timestamp": "58:15",
   "quote": "Organisms evolve by mutating, and companies that don't mutate, that just sit and with a single process, with a single information flow, those are the companies that die.",
   "why": "His theory of corporate survival—seek the troublemakers as mutations—which he ties directly to adapting to AI's 5x faster rate of change."
  }
 ],
 "extracted_by": "agent",
 "prompt_version": "episode-extract@3",
 "_file": "invest-like-the-best-2026-06-03-dara-khosrowshahi-uber-s-bet-on-avs-ai-and-building-a-super-.json"
}