{
  "generatedAt": "2026-10-10T23:33:18Z",
  "url": "https://deepstack.ltd/layers/",
  "disclaimer": "Analysis and opinion, not investment advice.",
  "api": "https://deepstack.ltd/api/v1/layers.json",
  "approvedBy": "Marco Cauduro",
  "approvedAt": "2026-10-10T18:28:41.781Z",
  "count": 7,
  "about": "Every Part of The Buildout belongs to one layer of the AI value chain. Each layer carries the question it asks, its Parts, the canonical question of each Part, the indicator each Part leads with and the next test on its clock; the archive filters by layer at archiveUrl.",
  "layers": [
    {
      "id": "capital",
      "label": "Capital and credit",
      "question": "Who finances the buildout, on what terms, and who bears the loss if it stalls?",
      "url": "https://deepstack.ltd/layers/#layer-capital",
      "archiveUrl": "https://deepstack.ltd/stories/#layer=capital",
      "parts": [
        {
          "part": 2,
          "headline": "SpaceX Is Funding an AI Bet Before the Proof",
          "date": "2026-08-13",
          "url": "https://deepstack.ltd/stories/spacex-after-the-ipo-exit-liquidity/",
          "api": "https://deepstack.ltd/api/v1/stories/spacex-after-the-ipo-exit-liquidity.json"
        },
        {
          "part": 3,
          "headline": "The Machines Will Work. The Debt Might Not.",
          "date": "2026-08-15",
          "url": "https://deepstack.ltd/stories/the-debt-behind-the-machines/",
          "api": "https://deepstack.ltd/api/v1/stories/the-debt-behind-the-machines.json"
        },
        {
          "part": 4,
          "headline": "AI Spending Has Met Its First Real Bill",
          "date": "2026-09-04",
          "url": "https://deepstack.ltd/stories/the-market-stops-paying-for-faith/",
          "api": "https://deepstack.ltd/api/v1/stories/the-market-stops-paying-for-faith.json"
        },
        {
          "part": 8,
          "headline": "AI Lenders Are Financing the End of Scarcity",
          "date": "2026-09-29",
          "url": "https://deepstack.ltd/stories/the-scarcity-is-the-collateral/",
          "api": "https://deepstack.ltd/api/v1/stories/the-scarcity-is-the-collateral.json"
        }
      ],
      "questions": [
        {
          "slug": "spacex-after-the-ipo-exit-liquidity-or-the-next-ten-bagger",
          "headline": "SpaceX: exit or ten-bagger?",
          "question": "SpaceX after the IPO: exit liquidity, or the next ten-bagger?",
          "url": "https://deepstack.ltd/questions/spacex-after-the-ipo-exit-liquidity-or-the-next-ten-bagger/",
          "api": "https://deepstack.ltd/api/v1/questions/spacex-after-the-ipo-exit-liquidity-or-the-next-ten-bagger.json"
        },
        {
          "slug": "the-debt-behind-the-machines-1999-capex-2008-credit-or-neither",
          "headline": "Is AI debt 1999, 2008 or neither?",
          "question": "The debt behind the machines: 1999 capex, 2008 credit, or neither?",
          "url": "https://deepstack.ltd/questions/the-debt-behind-the-machines-1999-capex-2008-credit-or-neither/",
          "api": "https://deepstack.ltd/api/v1/questions/the-debt-behind-the-machines-1999-capex-2008-credit-or-neither.json"
        },
        {
          "slug": "is-the-capex-spending-defense-or-is-the-return-not-there",
          "headline": "Does AI capex earn its return?",
          "question": "Is the capex spending defense, or is the return not there?",
          "url": "https://deepstack.ltd/questions/is-the-capex-spending-defense-or-is-the-return-not-there/",
          "api": "https://deepstack.ltd/api/v1/questions/is-the-capex-spending-defense-or-is-the-return-not-there.json"
        },
        {
          "slug": "who-writes-the-checks-for-the-buildout",
          "headline": "Who funds the buildout?",
          "question": "Who writes the checks for the buildout?",
          "url": "https://deepstack.ltd/questions/who-writes-the-checks-for-the-buildout/",
          "api": "https://deepstack.ltd/api/v1/questions/who-writes-the-checks-for-the-buildout.json"
        }
      ],
      "indicators": [
        {
          "part": 2,
          "value": "$75B",
          "label": "IPO proceeds",
          "context": "Raised June 12 at near $1.75T valuation",
          "url": "https://deepstack.ltd/stories/spacex-after-the-ipo-exit-liquidity/#numbers"
        },
        {
          "part": 3,
          "value": "$500B",
          "label": "Wall Street-arranged chip facility",
          "context": "Headlines, August 12, 2026",
          "url": "https://deepstack.ltd/stories/the-debt-behind-the-machines/#numbers"
        },
        {
          "part": 4,
          "value": "$800B",
          "label": "Combined annual capex",
          "context": "Four companies, disclosed in late July",
          "url": "https://deepstack.ltd/stories/the-market-stops-paying-for-faith/#numbers"
        },
        {
          "part": 8,
          "value": "227 bps",
          "label": "Oracle five-year CDS",
          "context": "Record that week, according to Seeking Alpha",
          "url": "https://deepstack.ltd/stories/the-scarcity-is-the-collateral/#numbers"
        }
      ],
      "nextTests": [
        {
          "part": 8,
          "id": "p08-t01",
          "label": "Next test",
          "when": "Oct 20, 2026",
          "date": "2026-10-20",
          "precision": "window",
          "event": "September-quarter results test cash flow toward $2 trillion and whether maintenance costs enter accounting.",
          "status": "pending",
          "stage": "pre",
          "url": "https://deepstack.ltd/docket/#test-p08-t01"
        },
        {
          "part": 3,
          "id": "p03-t01",
          "label": "Next test",
          "when": "Nov 10, 2026",
          "date": "2026-11-10",
          "precision": "day",
          "event": "Short-term premiums collapsing toward long-term rates would weaken the backwardation warning; persistence would make it harder to dismiss.",
          "status": "pending",
          "stage": "pre",
          "url": "https://deepstack.ltd/docket/#test-p03-t01"
        },
        {
          "part": 2,
          "id": "p02-t01",
          "label": "Next test",
          "when": "Jan 1, 2027",
          "date": "2027-01-01",
          "precision": "window",
          "event": "Quarterly deployed gigawatts will test the roughly 10 GW site plan against 0.4 GW operating now.",
          "status": "pending",
          "stage": "open",
          "url": "https://deepstack.ltd/docket/#test-p02-t01"
        },
        {
          "part": 4,
          "id": "p04-t01",
          "label": "Next test",
          "when": "Jan 1, 2027",
          "date": "2027-01-01",
          "precision": "window",
          "event": "Alphabet discloses its higher 2027 budget; a rise in the stock revives the defense case, another fall validates the return test.",
          "status": "pending",
          "stage": "pre",
          "url": "https://deepstack.ltd/docket/#test-p04-t01"
        }
      ],
      "tests": 18,
      "results": 1
    },
    {
      "id": "chips",
      "label": "Chips and suppliers",
      "question": "Do the orders turn into shipments, and the shipments into profit?",
      "url": "https://deepstack.ltd/layers/#layer-chips",
      "archiveUrl": "https://deepstack.ltd/stories/#layer=chips",
      "parts": [
        {
          "part": 11,
          "headline": "The Backlog Is Not the Quarter",
          "date": "2026-10-08",
          "url": "https://deepstack.ltd/stories/the-backlog-is-not-the-quarter/",
          "api": "https://deepstack.ltd/api/v1/stories/the-backlog-is-not-the-quarter.json"
        }
      ],
      "questions": [
        {
          "slug": "do-the-orders-turn-into-profit",
          "headline": "Do orders become profit?",
          "question": "Do the orders turn into profit?",
          "url": "https://deepstack.ltd/questions/do-the-orders-turn-into-profit/",
          "api": "https://deepstack.ltd/api/v1/questions/do-the-orders-turn-into-profit.json"
        }
      ],
      "indicators": [
        {
          "part": 11,
          "value": "$10B",
          "label": "Ciena's backlog floor at the end of fiscal 2026",
          "context": "Ciena management, as reported by Gaetano, Sep 17, 2026; supply secured through fiscal 2029",
          "url": "https://deepstack.ltd/stories/the-backlog-is-not-the-quarter/#numbers"
        }
      ],
      "nextTests": [
        {
          "part": 11,
          "id": "p11-t01",
          "label": "Next test",
          "when": "Oct 28, 2026",
          "date": "2026-10-28",
          "precision": "day",
          "event": "Microsoft reports: the share of backlog due within twelve months, 30% last quarter, and whether the near book's growth closes on the far book's 113%; at Alphabet, whether the TPU contracts inside cloud backlog get a size; at Meta, whether the $10.8 billion of restricted cash stays restricted.",
          "status": "pending",
          "stage": "pre",
          "url": "https://deepstack.ltd/docket/#test-p11-t01"
        }
      ],
      "tests": 5,
      "results": 0
    },
    {
      "id": "compute",
      "label": "Compute and cloud",
      "question": "Is the buyer of compute real, and does the capacity earn its cost?",
      "url": "https://deepstack.ltd/layers/#layer-compute",
      "archiveUrl": "https://deepstack.ltd/stories/#layer=compute",
      "parts": [
        {
          "part": 1,
          "headline": "Nvidia’s Demand Is Real. Its Financing Is Fragile.",
          "date": "2026-08-10",
          "url": "https://deepstack.ltd/stories/nvidias-demand-insatiable-or-manufactured/",
          "api": "https://deepstack.ltd/api/v1/stories/nvidias-demand-insatiable-or-manufactured.json"
        }
      ],
      "questions": [
        {
          "slug": "is-the-marginal-buyer-of-ai-compute-real",
          "headline": "Is AI demand real?",
          "question": "Is the marginal buyer of AI compute real?",
          "url": "https://deepstack.ltd/questions/is-the-marginal-buyer-of-ai-compute-real/",
          "api": "https://deepstack.ltd/api/v1/questions/is-the-marginal-buyer-of-ai-compute-real.json"
        }
      ],
      "indicators": [
        {
          "part": 1,
          "value": "$38B",
          "label": "Apollo debt",
          "context": "Apollo transaction in late May, described by Michael Burry",
          "url": "https://deepstack.ltd/stories/nvidias-demand-insatiable-or-manufactured/#numbers"
        }
      ],
      "nextTests": [
        {
          "part": 1,
          "id": "p01-t01",
          "label": "Next test",
          "when": "When the bottleneck clears",
          "date": null,
          "precision": "signal",
          "event": "If end demand survives market-rate financing, the financed-demand warning weakens; if recurrence falls, private-credit risk moves to the front.",
          "status": "pending",
          "stage": "open",
          "url": "https://deepstack.ltd/docket/#test-p01-t01"
        }
      ],
      "tests": 3,
      "results": 0
    },
    {
      "id": "energy",
      "label": "Energy and infrastructure",
      "question": "Who gets the power, who pays for it, and when does it arrive?",
      "url": "https://deepstack.ltd/layers/#layer-energy",
      "archiveUrl": "https://deepstack.ltd/stories/#layer=energy",
      "parts": [
        {
          "part": 6,
          "headline": "Power Doesn’t Depreciate. Its Premium Moves.",
          "date": "2026-09-19",
          "url": "https://deepstack.ltd/stories/power-doesnt-depreciate/",
          "api": "https://deepstack.ltd/api/v1/stories/power-doesnt-depreciate.json"
        },
        {
          "part": 13,
          "headline": "The Ratepayer Pays First",
          "date": "2026-10-10",
          "url": "https://deepstack.ltd/stories/the-ratepayer-pays-first/",
          "api": "https://deepstack.ltd/api/v1/stories/the-ratepayer-pays-first.json"
        }
      ],
      "questions": [
        {
          "slug": "is-power-scarcity-a-warning-or-a-moat",
          "headline": "Is power scarcity a moat?",
          "question": "Is power scarcity a warning, or a moat?",
          "url": "https://deepstack.ltd/questions/is-power-scarcity-a-warning-or-a-moat/",
          "api": "https://deepstack.ltd/api/v1/questions/is-power-scarcity-a-warning-or-a-moat.json"
        },
        {
          "slug": "who-pays-for-the-ai-power-bill",
          "headline": "Who pays for the AI power bill?",
          "question": "Who pays for the AI power bill?",
          "url": "https://deepstack.ltd/questions/who-pays-for-the-ai-power-bill/",
          "api": "https://deepstack.ltd/api/v1/questions/who-pays-for-the-ai-power-bill.json"
        }
      ],
      "indicators": [
        {
          "part": 6,
          "value": "$20–25M",
          "label": "Nebius one-to-three-year price",
          "context": "Michael Burry, August 12 trading post",
          "url": "https://deepstack.ltd/stories/power-doesnt-depreciate/#numbers"
        },
        {
          "part": 13,
          "value": "+11.7%",
          "label": "Median rise in the household price per kilowatt-hour across the nine jurisdictions PJM serves, year to July 2026",
          "context": "EIA-861M, first published Sep 24, 2026; DeepStack calculation; +5.6% for the other 42",
          "url": "https://deepstack.ltd/stories/the-ratepayer-pays-first/#numbers"
        }
      ],
      "nextTests": [
        {
          "part": 13,
          "id": "p13-t01",
          "label": "Next test",
          "when": "Oct 20, 2026",
          "date": "2026-10-20",
          "precision": "window",
          "event": "The federal price data for August: whether the median twelve-month rise in household prices across PJM's nine jurisdictions stays at least four points above the median of the other 42, from 11.7% against 5.6% in July.",
          "status": "pending",
          "stage": "pre",
          "url": "https://deepstack.ltd/docket/#test-p13-t01"
        },
        {
          "part": 6,
          "id": "p06-t01",
          "label": "Next test",
          "when": "Dec 10, 2026",
          "date": "2026-12-10",
          "precision": "day",
          "event": "ERCOT is due to verify its first large-load batch study; the cleared list shows whether Texas weeds out speculators or rations power.",
          "status": "pending",
          "stage": "open",
          "url": "https://deepstack.ltd/docket/#test-p06-t01"
        }
      ],
      "tests": 8,
      "results": 0
    },
    {
      "id": "labs",
      "label": "Labs and models",
      "question": "What does a frontier lab sell, and what is it paid for?",
      "url": "https://deepstack.ltd/layers/#layer-labs",
      "archiveUrl": "https://deepstack.ltd/stories/#layer=labs",
      "parts": [
        {
          "part": 5,
          "headline": "OpenAI and Anthropic Are Not the Same Business",
          "date": "2026-09-11",
          "url": "https://deepstack.ltd/stories/anthropic-grew-142-percent-openai/",
          "api": "https://deepstack.ltd/api/v1/stories/anthropic-grew-142-percent-openai.json"
        },
        {
          "part": 12,
          "headline": "The Model Is Not the Price",
          "date": "2026-10-09",
          "url": "https://deepstack.ltd/stories/the-model-is-not-the-price/",
          "api": "https://deepstack.ltd/api/v1/stories/the-model-is-not-the-price.json"
        }
      ],
      "questions": [
        {
          "slug": "what-does-a-frontier-lab-sell-a-commodity-or-a-premium",
          "headline": "Do frontier labs sell a commodity?",
          "question": "What does a frontier lab sell: a commodity, or a premium?",
          "url": "https://deepstack.ltd/questions/what-does-a-frontier-lab-sell-a-commodity-or-a-premium/",
          "api": "https://deepstack.ltd/api/v1/questions/what-does-a-frontier-lab-sell-a-commodity-or-a-premium.json"
        },
        {
          "slug": "does-the-frontier-model-still-command-a-price",
          "headline": "Does the frontier model still command a price?",
          "question": "Does the frontier model still command a price?",
          "url": "https://deepstack.ltd/questions/does-the-frontier-model-still-command-a-price/",
          "api": "https://deepstack.ltd/api/v1/questions/does-the-frontier-model-still-command-a-price.json"
        }
      ],
      "indicators": [
        {
          "part": 5,
          "value": "142%",
          "label": "Anthropic quarterly growth",
          "context": "Quarter on quarter, Q2 2026",
          "url": "https://deepstack.ltd/stories/anthropic-grew-142-percent-openai/#numbers"
        },
        {
          "part": 12,
          "value": "$4 vs $10",
          "label": "Anthropic's Opus 5.5 list price per million input tokens, against OpenAI's GPT-6 Astra",
          "context": "Charlie Hills, Sep 27, 2026; the frontier undercut by 60%",
          "url": "https://deepstack.ltd/stories/the-model-is-not-the-price/#numbers"
        }
      ],
      "nextTests": [
        {
          "part": 12,
          "id": "p12-t01",
          "label": "Next test",
          "when": "Oct 28, 2026",
          "date": "2026-10-28",
          "precision": "day",
          "event": "Alphabet, Microsoft and Meta report, and the Fed decides the same day: whether the TPU system sales inside Google Cloud's backlog get a size, and whether Cloud growth holds near the second quarter's 82% without them.",
          "status": "pending",
          "stage": "pre",
          "url": "https://deepstack.ltd/docket/#test-p12-t01"
        },
        {
          "part": 5,
          "id": "p05-t04",
          "label": "Next test",
          "when": "Jan 3, 2028",
          "date": "2028-01-03",
          "precision": "window",
          "event": "Return on invested capital should be visible by Romero’s deadline; failure would turn today’s extraordinary economics into a first-year illusion.",
          "status": "pending",
          "stage": "open",
          "url": "https://deepstack.ltd/docket/#test-p05-t04"
        }
      ],
      "tests": 9,
      "results": 0
    },
    {
      "id": "distribution",
      "label": "Distribution and applications",
      "question": "Which habits break, and who keeps the customer?",
      "url": "https://deepstack.ltd/layers/#layer-distribution",
      "archiveUrl": "https://deepstack.ltd/stories/#layer=distribution",
      "parts": [
        {
          "part": 9,
          "headline": "Habit Was the Moat. Agents Are Draining It.",
          "date": "2026-10-03",
          "url": "https://deepstack.ltd/stories/habit-was-the-moat/",
          "api": "https://deepstack.ltd/api/v1/stories/habit-was-the-moat.json"
        }
      ],
      "questions": [
        {
          "slug": "how-fast-do-habits-break",
          "headline": "Can agents break the habit?",
          "question": "How fast do habits break?",
          "url": "https://deepstack.ltd/questions/how-fast-do-habits-break/",
          "api": "https://deepstack.ltd/api/v1/questions/how-fast-do-habits-break.json"
        }
      ],
      "indicators": [
        {
          "part": 9,
          "value": "18%",
          "label": "Meta stock gain",
          "context": "Closing prices, Financial Modeling Prep, Sep 8-Oct 2, 2026",
          "url": "https://deepstack.ltd/stories/habit-was-the-moat/#numbers"
        }
      ],
      "nextTests": [
        {
          "part": 9,
          "id": "p09-t01",
          "label": "Next test",
          "when": "Oct 28, 2026",
          "date": "2026-10-28",
          "precision": "day",
          "event": "Meta reports its September quarter; users, transaction volume and fees would show whether downloads are becoming a business.",
          "status": "pending",
          "stage": "pre",
          "url": "https://deepstack.ltd/docket/#test-p09-t01"
        }
      ],
      "tests": 5,
      "results": 0
    },
    {
      "id": "markets",
      "label": "Markets and rates",
      "question": "How are the buildout's earnings and debts priced, and by whom?",
      "url": "https://deepstack.ltd/layers/#layer-markets",
      "archiveUrl": "https://deepstack.ltd/stories/#layer=markets",
      "parts": [
        {
          "part": 7,
          "headline": "The Fed Hiked. The Long End Still Climbed.",
          "date": "2026-09-27",
          "url": "https://deepstack.ltd/stories/the-fed-hiked-the-long-end-kept-climbing/",
          "api": "https://deepstack.ltd/api/v1/stories/the-fed-hiked-the-long-end-kept-climbing.json"
        },
        {
          "part": 10,
          "headline": "The Bubble Is in the Denominator",
          "date": "2026-10-07",
          "url": "https://deepstack.ltd/stories/the-bubble-is-in-the-denominator/",
          "api": "https://deepstack.ltd/api/v1/stories/the-bubble-is-in-the-denominator.json"
        }
      ],
      "questions": [
        {
          "slug": "why-did-the-long-end-climb-after-the-hike-growth-debt-or-a-missing-buyer",
          "headline": "Why did the long end climb?",
          "question": "Why did the long end climb after the hike: growth, debt, or a missing buyer?",
          "url": "https://deepstack.ltd/questions/why-did-the-long-end-climb-after-the-hike-growth-debt-or-a-missing-buyer/",
          "api": "https://deepstack.ltd/api/v1/questions/why-did-the-long-end-climb-after-the-hike-growth-debt-or-a-missing-buyer.json"
        },
        {
          "slug": "does-the-hardware-hold-its-value",
          "headline": "Does AI hardware hold its value?",
          "question": "Does the hardware hold its value?",
          "url": "https://deepstack.ltd/questions/does-the-hardware-hold-its-value/",
          "api": "https://deepstack.ltd/api/v1/questions/does-the-hardware-hold-its-value.json"
        }
      ],
      "indicators": [
        {
          "part": 7,
          "value": "5.18%",
          "label": "10-year Treasury yield",
          "context": "FRED, six trading days after September 16",
          "url": "https://deepstack.ltd/stories/the-fed-hiked-the-long-end-kept-climbing/#numbers"
        },
        {
          "part": 10,
          "value": "19.0x",
          "label": "S&P 500 forward multiple",
          "context": "FactSet, as of Oct 2, 2026",
          "url": "https://deepstack.ltd/stories/the-bubble-is-in-the-denominator/#numbers"
        }
      ],
      "nextTests": [
        {
          "part": 7,
          "id": "p07-t02",
          "label": "Next test",
          "when": "Oct 15, 2026",
          "date": "2026-10-15",
          "precision": "window",
          "event": "Treasury publishes August foreign holdings; renewed Japanese buying despite poor hedged returns would undercut the missing-buyer thesis behind the long-end selloff.",
          "status": "pending",
          "stage": "pre",
          "url": "https://deepstack.ltd/docket/#test-p07-t02"
        },
        {
          "part": 10,
          "id": "p10-t02",
          "label": "Next test",
          "when": "October",
          "date": "2026-10-01",
          "precision": "month",
          "event": "Anthropic filing or listing reveals audited revenue, losses and concentration, testing the $400B revenue milestone.",
          "status": "pending",
          "stage": "post",
          "url": "https://deepstack.ltd/docket/#test-p10-t02"
        }
      ],
      "tests": 9,
      "results": 0
    }
  ]
}