{
  "generatedAt": "2026-10-22T03:46:57Z",
  "disclaimer": "Analysis and opinion, not investment advice.",
  "kind": "person",
  "slug": "ed-elson",
  "name": "Ed Elson",
  "role": null,
  "url": "https://deepstack.ltd/people/ed-elson/",
  "api": "https://deepstack.ltd/api/v1/entities/people/ed-elson.json",
  "summary": "Ed Elson is named in 4 Parts of The Buildout, most recently Part 17: The Guarantee Has No Date. Argued in Part 5 (Voices that cross sides), Part 14 (The bill has moved to debt), Part 16 (Two labs carry the chain), Part 17 (The weak link pays first).",
  "parts": [
    {
      "part": 5,
      "headline": "OpenAI and Anthropic Are Not the Same Business",
      "url": "https://deepstack.ltd/stories/anthropic-grew-142-percent-openai/"
    },
    {
      "part": 14,
      "headline": "The Cash Arrives Unevenly",
      "url": "https://deepstack.ltd/stories/the-cash-arrives-unevenly/"
    },
    {
      "part": 16,
      "headline": "The Seller Holds the Paper",
      "url": "https://deepstack.ltd/stories/the-seller-holds-the-paper/"
    },
    {
      "part": 17,
      "headline": "The Guarantee Has No Date",
      "url": "https://deepstack.ltd/stories/the-guarantee-has-no-date/"
    }
  ],
  "numbers": [],
  "mentions": [
    {
      "part": 5,
      "section": "Cheap intelligence arrives",
      "excerpt": "Ed Elson’s view of unsustainable Big Tech growth requires frontier labs to remain structurally loss-making.",
      "url": "https://deepstack.ltd/stories/anthropic-grew-142-percent-openai/"
    },
    {
      "part": 14,
      "section": "The bill has moved to debt",
      "excerpt": "Ed Elson of Prof G Markets noted on August 11 that Google had spent $45 billion and Amazon $54 billion in a single quarter and that both ended with negative cash flow.",
      "url": "https://deepstack.ltd/stories/the-cash-arrives-unevenly/"
    },
    {
      "part": 16,
      "section": "Two labs carry the chain",
      "excerpt": "Ed Elson of Prof G Markets estimated on July 7 that the two labs supplied 60% to 80% of the AI revenue at Amazon, Google and Microsoft and, citing The Information, about half of the hyperscalers' revenue backlog.",
      "url": "https://deepstack.ltd/stories/the-seller-holds-the-paper/"
    }
  ],
  "sides": [
    {
      "part": 5,
      "question": null,
      "side": "crossing",
      "sideLabel": "Voices that cross sides",
      "claim": "Because OpenAI and Anthropic pay their bills with venture funding of which Big Tech supplies roughly 40%, revenue Big Tech books from them is partly recycled from itself and not real growth.",
      "date": "2026-08-11",
      "url": "https://www.profgmedia.com/p/plastic-surgery",
      "linkVerified": true,
      "storyUrl": "https://deepstack.ltd/stories/anthropic-grew-142-percent-openai/",
      "sidesUrl": "https://deepstack.ltd/sides/anthropic-grew-142-percent-openai/"
    },
    {
      "part": 5,
      "question": null,
      "side": "crossing",
      "sideLabel": "Voices that cross sides",
      "claim": "If Big Tech depends heavily on OpenAI and Anthropic for revenue growth, that growth is unsustainable because both customers are massively unprofitable and may not survive.",
      "date": "2026-08-11",
      "url": "https://www.profgmedia.com/p/plastic-surgery",
      "linkVerified": true,
      "storyUrl": "https://deepstack.ltd/stories/anthropic-grew-142-percent-openai/",
      "sidesUrl": "https://deepstack.ltd/sides/anthropic-grew-142-percent-openai/"
    },
    {
      "part": 14,
      "question": null,
      "side": "the-bill-has-moved-to-debt",
      "sideLabel": "The bill has moved to debt",
      "claim": "Google spent $45 billion and Amazon $54 billion on capital expenditures in a single quarter, and both ended up with negative cash flows despite huge cash intake.",
      "date": "2026-08-11",
      "url": "https://www.profgmedia.com/p/plastic-surgery",
      "linkVerified": true,
      "storyUrl": "https://deepstack.ltd/stories/the-cash-arrives-unevenly/",
      "sidesUrl": "https://deepstack.ltd/sides/the-cash-arrives-unevenly/"
    },
    {
      "part": 16,
      "question": null,
      "side": "two-labs-carry-the-chain",
      "sideLabel": "Two labs carry the chain",
      "claim": "Back-end AI can only look profitable while unusually rich and irrational customers burn billions with no return; Ed Elson estimates OpenAI and Anthropic alone account for 60-80% of AI revenues at Amazon, Google and Microsoft and, per The…",
      "date": "2026-07-07",
      "url": "https://www.profgmedia.com/p/two-red-flags",
      "linkVerified": true,
      "storyUrl": "https://deepstack.ltd/stories/the-seller-holds-the-paper/",
      "sidesUrl": "https://deepstack.ltd/sides/the-seller-holds-the-paper/"
    },
    {
      "part": 17,
      "question": null,
      "side": "the-weak-link-pays-first",
      "sideLabel": "The weak link pays first",
      "claim": "Hyperscalers have accumulated off-balance-sheet debt that funds the AI buildout and should be a focus for investors.",
      "date": "2026-07-28",
      "url": null,
      "linkVerified": false,
      "storyUrl": "https://deepstack.ltd/stories/the-guarantee-has-no-date/",
      "sidesUrl": "https://deepstack.ltd/sides/the-guarantee-has-no-date/"
    }
  ],
  "coverage": null,
  "lastUpdated": "2026-10-22"
}