{
 "name": "AI capex",
 "type": "concept",
 "episodes": [
  "dwarkesh-podcast-2026-08-25-dylan-patel-anthropic-openai-will-have-most-of-the-world-s-c"
 ],
 "claims": [
  {
   "holder": "Dwarkesh Patel",
   "claim": "The gap between fab CapEx and end AI revenue is so large (roughly 100x) that capitalism should force a much faster supply expansion than is happening.",
   "stance": "assertion",
   "conviction": 0.7,
   "subjects": [
    "TSMC",
    "ASML",
    "AI capex"
   ],
   "timestamp": "9:11",
   "quote": "That still means there's 100X discrepancy between fab capex and end revenue generated.",
   "episode_id": "dwarkesh-podcast-2026-08-25-dylan-patel-anthropic-openai-will-have-most-of-the-world-s-c",
   "published_at": "2026-08-25"
  },
  {
   "holder": "Dwarkesh Patel",
   "claim": "The US will be fine fiscally because it can tax the data centers, provided they are built in America.",
   "stance": "opinion",
   "conviction": 0.7,
   "subjects": [
    "United States",
    "AI capex"
   ],
   "timestamp": "47:27",
   "quote": "I think the US will be fine at the end of the day, because if the data centers are built in America, we can fundamentally just tax the data centers.",
   "episode_id": "dwarkesh-podcast-2026-08-25-dylan-patel-anthropic-openai-will-have-most-of-the-world-s-c",
   "published_at": "2026-08-25"
  },
  {
   "holder": "Dylan Patel",
   "claim": "The crowding-out effect on credit — not physics — is what stops an unbounded compute buildout.",
   "stance": "assertion",
   "conviction": 0.75,
   "subjects": [
    "Interest rates",
    "AI capex"
   ],
   "timestamp": "52:25",
   "quote": "So, this crowding out effect is actually the thing that I like, is the reason it's not like YOLO 1 billion gigawatts.",
   "episode_id": "dwarkesh-podcast-2026-08-25-dylan-patel-anthropic-openai-will-have-most-of-the-world-s-c",
   "published_at": "2026-08-25"
  },
  {
   "holder": "Dylan Patel",
   "claim": "The limiter on AGI is not researcher throughput but how much the rest of the world permits the reallocation of capital toward it.",
   "stance": "assertion",
   "conviction": 0.85,
   "subjects": [
    "AGI",
    "AI regulation",
    "AI capex"
   ],
   "timestamp": "1:01:28",
   "quote": "the limiter on AGI is not how fast can the research engineers like our roommate Sholto can crank the gears. It's actually just like, how much does the rest of the world let that happen?",
   "episode_id": "dwarkesh-podcast-2026-08-25-dylan-patel-anthropic-openai-will-have-most-of-the-world-s-c",
   "published_at": "2026-08-25"
  }
 ],
 "predictions": [
  {
   "holder": "Dwarkesh Patel",
   "prediction": "Incremental global AI CapEx approaches $10 trillion a year by the end of the decade.",
   "timeframe": "by 2030",
   "subjects": [
    "AI capex"
   ],
   "timestamp": "44:10",
   "quote": "So very plausibly, incremental capex every year is getting close to 10 trillion dollars.",
   "due": "2030-12-31",
   "episode_id": "dwarkesh-podcast-2026-08-25-dylan-patel-anthropic-openai-will-have-most-of-the-world-s-c",
   "published_at": "2026-08-25"
  },
  {
   "holder": "Dylan Patel",
   "prediction": "AI CapEx from 2024 to 2029 totals about $11 trillion, roughly $6T cash-funded and $5T debt-funded.",
   "timeframe": "2024-2029",
   "subjects": [
    "AI capex",
    "SemiAnalysis"
   ],
   "timestamp": "54:35",
   "quote": "In the modeling that we do, we have about $11 trillion of CapEx from 2024 to 2029",
   "due": "2029-12-31",
   "episode_id": "dwarkesh-podcast-2026-08-25-dylan-patel-anthropic-openai-will-have-most-of-the-world-s-c",
   "published_at": "2026-08-25"
  }
 ],
 "facts": [
  {
   "statement": "AI infrastructure accounted for most of America's GDP growth last year.",
   "subjects": [
    "United States",
    "AI capex"
   ],
   "timestamp": "0:36",
   "quote": "most of GDP growth in America was just AI infrastructure",
   "source": "Dylan Patel",
   "episode_id": "dwarkesh-podcast-2026-08-25-dylan-patel-anthropic-openai-will-have-most-of-the-world-s-c",
   "published_at": "2026-08-25"
  },
  {
   "statement": "Global AI CapEx is a little over $1 trillion this year and is projected above $2 trillion in 2028.",
   "subjects": [
    "AI capex"
   ],
   "value": "$1T (2026) → $2T+ (2028)",
   "timestamp": "0:36",
   "quote": "we're at a little bit over a trillion dollars of CapEx this year. As we go out into 28, it's going to be more than two trillion dollars.",
   "source": "Dylan Patel",
   "episode_id": "dwarkesh-podcast-2026-08-25-dylan-patel-anthropic-openai-will-have-most-of-the-world-s-c",
   "published_at": "2026-08-25"
  }
 ],
 "first_seen": "2026-08-25",
 "last_seen": "2026-08-25"
}