{
  "schemaVersion": 2,
  "fallacies": {
    "resourceId": "teaser-period",
    "revision": 1,
    "reviewed": "2026-09-25",
    "protocolVersion": 1,
    "articleSha256": "71af10133dc7957c5174cf94be7285da791b60ff87ffb856c7cee0c0ad975268",
    "status": "Completed for preserved text",
    "reviewer": "Codex-assisted E² editorial review; no independent second review",
    "scope": "All preserved prose: opening, sections II–XII and appendix notice. Contract-table qualifications and selected numerical figures inspected in the supplied PDF. Repeated arguments share a finding.",
    "exclusions": [
      "Not a sentence-level exhaustive claim inventory.",
      "Missing underlying private contracts, source financial statements and model workbook.",
      "Not every source named in figure footers independently retrieved.",
      "No claim of automated detector accuracy."
    ],
    "rules": {
      "F-01": {
        "id": "F-01",
        "name": "Affirming the consequent",
        "criterion": "A deductive converse is asserted without support.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Affirming the consequent",
          "accessed": "2026-09-25"
        }
      },
      "F-02": {
        "id": "F-02",
        "name": "Denying the antecedent",
        "criterion": "A deductive inverse is asserted without support.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Denying the antecedent",
          "accessed": "2026-09-25"
        }
      },
      "I-01": {
        "id": "I-01",
        "name": "Equivocation",
        "criterion": "An inference depends on a term changing meaning.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Equivocation",
          "accessed": "2026-09-25"
        }
      },
      "I-02": {
        "id": "I-02",
        "name": "False dilemma",
        "criterion": "Relevant alternatives are excluded without justification.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "False dilemma",
          "accessed": "2026-09-25"
        }
      },
      "I-03": {
        "id": "I-03",
        "name": "Circular reasoning",
        "criterion": "The disputed conclusion supplies its own support.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Circular reasoning",
          "accessed": "2026-09-25"
        }
      },
      "I-04": {
        "id": "I-04",
        "name": "Straw man",
        "criterion": "A distorted attributed position is treated as refuted.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Straw man",
          "accessed": "2026-09-25"
        }
      },
      "I-05": {
        "id": "I-05",
        "name": "Hasty generalization",
        "criterion": "A conclusion exceeds the demonstrated scope of its evidence.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Hasty generalization",
          "accessed": "2026-09-25"
        }
      },
      "I-06": {
        "id": "I-06",
        "name": "False cause",
        "criterion": "A causal conclusion exceeds the evidence distinguishing alternatives.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "False cause",
          "accessed": "2026-09-25"
        }
      },
      "I-07": {
        "id": "I-07",
        "name": "Inappropriate authority",
        "criterion": "An appeal rests on irrelevant or unqualified authority.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Appeal to Unqualified Authority",
          "accessed": "2026-09-25"
        }
      },
      "I-08": {
        "id": "I-08",
        "name": "Appeal to ignorance",
        "criterion": "Lack of evidence is treated as decisive proof.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Appeal to ignorance",
          "accessed": "2026-09-25"
        }
      },
      "I-09": {
        "id": "I-09",
        "name": "Faulty comparison",
        "criterion": "A conclusion requires comparability that the quantities lack.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Faulty comparison",
          "accessed": "2026-09-25"
        }
      },
      "I-10": {
        "id": "I-10",
        "name": "Accident",
        "criterion": "A qualified rule is applied without its necessary conditions.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Accident",
          "accessed": "2026-09-25"
        }
      },
      "I-11": {
        "id": "I-11",
        "name": "Suppressed evidence",
        "criterion": "Material counterevidence is omitted from the inferential assessment.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Suppressed evidence",
          "accessed": "2026-09-25"
        }
      },
      "I-12": {
        "id": "I-12",
        "name": "Ad hominem",
        "criterion": "A personal characterization substitutes for evaluating the argument.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Ad hominem",
          "accessed": "2026-09-25"
        }
      },
      "I-13": {
        "id": "I-13",
        "name": "False analogy",
        "criterion": "An analogy supports a conclusion despite material disanalogies.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "False analogy",
          "accessed": "2026-09-25"
        }
      },
      "I-14": {
        "id": "I-14",
        "name": "Oversimplification",
        "criterion": "A conclusion about a complex system treats one partial measure as sufficient while omitting material conditions needed to establish it.",
        "version": 1,
        "source": {
          "url": "https://iep.utm.edu/fallacy/",
          "section": "Oversimplification",
          "accessed": "2026-09-25"
        }
      }
    },
    "findings": [
      {
        "id": "A01",
        "resourceId": "teaser-period",
        "ruleId": "I-14",
        "title": "Compute coverage does not establish solvency",
        "section": "vii-anthropic-and-the-whole-stack",
        "claimIds": [
          "C21"
        ],
        "quote": "The comparison to Anthropic is useful as a controlled experiment. On the same measure, Anthropic’s compute commitments peak at close to 60% of revenue in 2027  then falls - fully covered by revenue with room left to pay operating costs. Undoubtedly stressed in the reset window, but structurally solvent and improving from the peak rather than grinding against it.",
        "originalLanguage": "English",
        "translationNotes": null,
        "premises": [
          "Modeled compute commitments peak at about 60% of forecast revenue.",
          "The modeled ratio declines afterward."
        ],
        "conclusion": "Anthropic is structurally solvent.",
        "implicitPremises": [
          "Other costs, liabilities and cash timing fit within the remaining resources."
        ],
        "mode": "Informal inference",
        "status": "MATCH",
        "reason": "The stated ratio establishes a margin for other costs, not that those costs fit within it. For example, revenue of 100, compute of 61 and other cash costs of 50 still leave a funding gap. Without sufficient cash, assets or financing, the ratio alone cannot establish solvency. This finding does not establish Anthropic’s insolvency.",
        "counterreading": "“Solvent” could mean only that compute is below revenue. But the passage expressly extends the claim to remaining operating costs and structural solvency; the narrower coverage statement is available and should be used.",
        "repair": "Replace the solvency conclusion with “better modeled compute coverage,” or add a complete balance-sheet and liquidity test.",
        "revisionCondition": "Replace the solvency conclusion with “better modeled compute coverage,” or add a complete balance-sheet and liquidity test.",
        "predicates": [
          {
            "criterion": "A whole-firm financial conclusion is inferred from a partial cost ratio.",
            "value": true,
            "evidence": "The quoted passage moves from compute share to structural solvency."
          },
          {
            "criterion": "The conclusion requires material inputs outside that ratio.",
            "value": true,
            "evidence": "Other costs, cash timing, assets, liabilities and funding are not bounded by compute share."
          },
          {
            "criterion": "The passage does not supply or condition the conclusion on those inputs.",
            "value": true,
            "evidence": "The conclusion is categorical despite the partial cost measure."
          }
        ],
        "exclusion": {
          "criterion": "The conclusion is explicitly restricted to compute coverage.",
          "value": false,
          "evidence": "“Structurally solvent” goes beyond the narrower “fully covered by revenue” statement."
        },
        "externalSources": [],
        "reviewer": "Codex-assisted E² editorial review; no independent second review",
        "reviewed": "2026-09-25",
        "ruleVersion": 1,
        "protocolVersion": 1,
        "disposition": "accepted",
        "history": [
          {
            "date": "2026-09-25",
            "change": "Reconstruct argument, test predicates and retain counterreading."
          }
        ]
      },
      {
        "id": "A02",
        "resourceId": "teaser-period",
        "ruleId": "I-09",
        "title": "Gross commitments and equity value",
        "section": "v-building-the-reset-wall",
        "claimIds": [
          "C18",
          "C19"
        ],
        "quote": "On those numbers, the equity is effectively underwater, and the market has not priced it that way because it still treats those obligations as service agreements rather than what they are economically: debt.",
        "originalLanguage": "English",
        "translationNotes": null,
        "premises": [
          "Future compute payments exceed the selected revenue paths during the modeled gap.",
          "The article proposes capitalizing payments as senior debt."
        ],
        "conclusion": "The equity is effectively underwater and mispriced.",
        "implicitPremises": [
          "The service payments can be compared directly with equity value without an offsetting operating valuation."
        ],
        "mode": "Informal inference",
        "status": "UNRESOLVED",
        "reason": "The passage supplies no enterprise-to-equity bridge or net cash-flow valuation. A gross commitment is exchanged for services; its full present value cannot simply be deducted again if forecast operating costs already include it. The strongest financial reading needs that reconciliation. “Underwater” may instead be loose language for an operating funding gap, so the comparison pattern remains unresolved.",
        "counterreading": "The author may be describing dependence on new financing rather than asserting negative residual equity value. That narrower reading is consistent with other paragraphs acknowledging fundraising.",
        "repair": "Define “underwater.” Publish either a liquidity shortfall model or a consistent valuation, and state which conclusion follows.",
        "revisionCondition": "Define “underwater.” Publish either a liquidity shortfall model or a consistent valuation, and state which conclusion follows.",
        "predicates": [
          {
            "criterion": "A valuation conclusion is attached to gross future commitments.",
            "value": true,
            "evidence": "Quoted passage and preceding debt discussion."
          },
          {
            "criterion": "The intended comparison treats gross obligations as net equity impairment.",
            "value": null,
            "evidence": "No valuation bridge is supplied; the intended meaning of “underwater” is ambiguous."
          }
        ],
        "exclusion": {
          "criterion": "The passage is only an explicitly scoped liquidity comparison.",
          "value": null,
          "evidence": "Funding-gap context supports this reading, but the equity and pricing language is stronger."
        },
        "externalSources": [],
        "reviewer": "Codex-assisted E² editorial review; no independent second review",
        "reviewed": "2026-09-25",
        "ruleVersion": 1,
        "protocolVersion": 1,
        "disposition": "accepted",
        "history": [
          {
            "date": "2026-09-25",
            "change": "Reconstruct argument, test predicates and retain counterreading."
          }
        ]
      },
      {
        "id": "A03",
        "resourceId": "teaser-period",
        "ruleId": "I-01",
        "title": "Depreciation as an amount owed",
        "section": "viii-the-second-teaser-hyperscalers",
        "claimIds": [
          "C23"
        ],
        "quote": "If utilization and pricing hold, revenues rise in tandem and absorb the scheduled depreciation. If they do not, the industry will discover that depreciation is take-or-pay with the income statement as the counterparty: a fixed charge, contractually scheduled, indifferent to demand, and impossible to renegotiate.",
        "originalLanguage": "English",
        "translationNotes": null,
        "premises": [
          "Depreciation starts when the asset is placed in service.",
          "Low utilization can leave revenue insufficient to cover accounting charges."
        ],
        "conclusion": "Depreciation behaves like an unavoidable contractual payment.",
        "implicitPremises": [
          "An accounting expense is equivalent to a new cash payment."
        ],
        "mode": "Informal inference",
        "status": "UNRESOLVED",
        "reason": "The accounting expense is real, but it is not a second cash payment for the same asset. The text then lists depreciation among amounts owed each month. The phrase may still be a metaphor for operating-margin pressure, which is legitimate; it becomes equivocation only if used to infer cash payment distress.",
        "counterreading": "The section explicitly calls this an accounting teaser and may be discussing accounting earnings throughout. On that reading the metaphor illustrates fixed expense rather than equating expense with cash.",
        "repair": "Show accounting profit and cash flow separately and specify which one each conclusion concerns.",
        "revisionCondition": "Show accounting profit and cash flow separately and specify which one each conclusion concerns.",
        "predicates": [
          {
            "criterion": "The passage connects depreciation with contractual obligations.",
            "value": true,
            "evidence": "The counterparty and contractual-payment metaphor is explicit."
          },
          {
            "criterion": "Its cash-flow conclusion depends on a shift from expense to cash payment.",
            "value": null,
            "evidence": "The wider article concerns liquidity, but this section may refer only to earnings."
          }
        ],
        "exclusion": {
          "criterion": "The analogy is confined to accounting profit.",
          "value": null,
          "evidence": "The accounting framing supports it; the subsequent “owes each month” wording cuts against it."
        },
        "externalSources": [],
        "reviewer": "Codex-assisted E² editorial review; no independent second review",
        "reviewed": "2026-09-25",
        "ruleVersion": 1,
        "protocolVersion": 1,
        "disposition": "accepted",
        "history": [
          {
            "date": "2026-09-25",
            "change": "Reconstruct argument, test predicates and retain counterreading."
          }
        ]
      },
      {
        "id": "A04",
        "resourceId": "teaser-period",
        "ruleId": "I-13",
        "title": "The mortgage-reset analogy",
        "section": "opening",
        "claimIds": [
          "C01",
          "C29"
        ],
        "quote": "The parallel to 2006 is exact and it explains the single most-cited absurdity of this cycle: How does OpenAI, a company with some $40 billion of run-rate revenue, sign $1.4 trillion of compute commitments? The same way a household with $60,000 of income signed a $600,000 mortgage: because the terms at signing do not require the payment yet, and because everyone at the table - borrower, lender, and the market - believes the growth will arrive before the payment does.",
        "originalLanguage": "English",
        "translationNotes": null,
        "premises": [
          "Both arrangements may defer part of the payment burden.",
          "Both can rely on future income or refinancing."
        ],
        "conclusion": "The mortgage-reset structure explains the compute financing cycle.",
        "implicitPremises": [
          "The differences in collateral, payment terms and financing channels do not change the inferred mechanism."
        ],
        "mode": "Informal inference",
        "status": "UNRESOLVED",
        "reason": "The shared timing risk is a useful analogy. It does not establish identical contracts, default dynamics or predictive timing. Later sections explicitly say this is not precisely 2008 and not a default forecast. Those qualifications prevent a confident finding that the analogy itself supplies an asserted default prediction.",
        "counterreading": "The author may use the mortgage comparison only to illustrate a testable mismatch between fixed costs and variable revenue. That limited inference does not require all features of the two markets to match.",
        "repair": "Keep the timing analogy, correct the historical premises, and test compute outcomes using their own contract terms and cash flows.",
        "revisionCondition": "Keep the timing analogy, correct the historical premises, and test compute outcomes using their own contract terms and cash flows.",
        "predicates": [
          {
            "criterion": "An analogy is used to explain the new case.",
            "value": true,
            "evidence": "“The parallel ... is exact and it explains” is explicit."
          },
          {
            "criterion": "The conclusion requires the relevant markets to have identical default mechanisms.",
            "value": null,
            "evidence": "Opening language is strong; the closing and section VII disclaim a default prediction."
          }
        ],
        "exclusion": {
          "criterion": "The analogy only illustrates a limited payment-timing mechanism.",
          "value": null,
          "evidence": "The article supports both narrower and stronger readings."
        },
        "externalSources": [],
        "reviewer": "Codex-assisted E² editorial review; no independent second review",
        "reviewed": "2026-09-25",
        "ruleVersion": 1,
        "protocolVersion": 1,
        "disposition": "accepted",
        "history": [
          {
            "date": "2026-09-25",
            "change": "Reconstruct argument, test predicates and retain counterreading."
          }
        ]
      }
    ],
    "coverage": [
      {
        "section": "opening",
        "rulesTested": [
          "I-13"
        ],
        "status": "UNRESOLVED",
        "note": "A04; historical premises also checked separately in C01–C03."
      },
      {
        "section": "ii-the-anatomy-of-a-teaser",
        "rulesTested": [
          "I-05"
        ],
        "status": "NO_MATCH",
        "note": "The $12B illustration is explicitly hypothetical. The date-range error is counted as arithmetic, not an additional fallacy."
      },
      {
        "section": "iii-take-or-pay-is-debt",
        "rulesTested": [
          "I-01"
        ],
        "status": "UNRESOLVED",
        "note": "Debt-like risk, accounting classification and priority are not consistently separated; reviewed with A02 and C06–C08."
      },
      {
        "section": "iv-the-signing-spree",
        "rulesTested": [
          "I-06"
        ],
        "status": "UNRESOLVED",
        "note": "Announcement-day market moves need a causal comparison; the underlying event table is unavailable."
      },
      {
        "section": "v-building-the-reset-wall",
        "rulesTested": [
          "I-09"
        ],
        "status": "UNRESOLVED",
        "note": "A02. The text explicitly distinguishes notional from annual payment, so no stock/flow finding is assigned to the commencement chart."
      },
      {
        "section": "vi-what-the-wall-demands",
        "rulesTested": [
          "I-02"
        ],
        "status": "NO_MATCH",
        "note": "Multiple revenue scenarios and further financing are acknowledged. The funding-gap mismatch is a numerical issue, C17."
      },
      {
        "section": "vii-anthropic-and-the-whole-stack",
        "rulesTested": [
          "I-14"
        ],
        "status": "MATCH",
        "note": "A01. The solvency conclusion exceeds the partial cost comparison."
      },
      {
        "section": "viii-the-second-teaser-hyperscalers",
        "rulesTested": [
          "I-01"
        ],
        "status": "UNRESOLVED",
        "note": "A03. The conditional operating-leverage illustration is valid on stated assumptions."
      },
      {
        "section": "ix-the-options",
        "rulesTested": [
          "I-02"
        ],
        "status": "NO_MATCH",
        "note": "Capital raising, demand growth, renegotiation and subleasing are acknowledged. Ranking and oversupply forecasts remain unverified rather than fallacies by default."
      },
      {
        "section": "x-the-index-is-the-trade",
        "rulesTested": [
          "I-06"
        ],
        "status": "UNRESOLVED",
        "note": "Exposure weights and repricing mechanism need a constituent and event model; no established causal finding without it."
      },
      {
        "section": "xi-living-inside-the-teaser-period",
        "rulesTested": [
          "I-13"
        ],
        "status": "UNRESOLVED",
        "note": "Reviewed with A04. The universal absence-of-warning claim is contradicted by evidence in C29; a false premise alone adds no finding."
      },
      {
        "section": "xii-this-time-is-different",
        "rulesTested": [
          "I-02"
        ],
        "status": "NO_MATCH",
        "note": "The bull case and continued financing are explicitly admitted."
      },
      {
        "section": "appendix-contract-level-details",
        "rulesTested": [
          "I-11"
        ],
        "status": "NO_MATCH",
        "note": "The appendix explicitly labels price estimates, overlapping silicon and cancellable agreements; do not allege their concealment."
      }
    ],
    "decisionCounts": {
      "MATCH": 1,
      "UNRESOLVED": 3
    },
    "history": [
      {
        "date": "2026-09-25",
        "change": "Initial manual review of the retrieved edition; preserve conditional and metaphorical counterreadings."
      }
    ]
  },
  "rubric": {
    "version": "1",
    "principles": [
      {
        "id": "define",
        "title": "Define the question"
      },
      {
        "id": "measure",
        "title": "Make the measure explicit"
      },
      {
        "id": "ask",
        "title": "Ask before asserting"
      },
      {
        "id": "separable",
        "title": "Keep the record separable"
      },
      {
        "id": "uncertainty",
        "title": "Preserve uncertainty"
      },
      {
        "id": "revision",
        "title": "Make revision possible"
      },
      {
        "id": "robust",
        "title": "Prefer robust action"
      }
    ],
    "bands": [
      [
        "A",
        "A clear, testable treatment"
      ],
      [
        "B",
        "A useful treatment with material gaps"
      ],
      [
        "C",
        "Significant gaps"
      ],
      [
        "D",
        "A weak treatment"
      ],
      [
        "F",
        "A failure to engage the principle"
      ]
    ]
  },
  "supportLevels": [
    [
      "Conjectural",
      "A possibility without direct supporting evidence."
    ],
    [
      "Reported",
      "An attributable assertion exists; the underlying event or quantity remains unverified."
    ],
    [
      "Supported",
      "Inspectable evidence supports the exact proposition, with material limits stated."
    ],
    [
      "Corroborated",
      "Independent evidence converges. Copies of one leak or repeated vendor claims do not count as independent sources."
    ],
    [
      "Established within scope",
      "Repeated checks or decisive evidence support a narrowly specified proposition under stated conditions. Still open to revision."
    ]
  ],
  "assessment": {
    "resourceId": "teaser-period",
    "rubricVersion": "1",
    "revision": 1,
    "reviewed": "2026-09-25",
    "history": [
      {
        "revision": 1,
        "date": "2026-09-25",
        "change": "Review the September 25 edition, including the updated appendix. Check primary disclosures, reproduce selected arithmetic and record argument findings."
      }
    ],
    "overall": "C",
    "summary": "A useful financing-risk hypothesis with explicit scenarios. Its claims of contractual certainty exceed the disclosed terms, and a central funding-gap figure does not reconcile with the retrieved chart.",
    "counterargument": "The strongest alternative is a staggered buildout funded by growing revenue, prepayments and new capital. A dated cash-flow model should test this against delay, weaker demand and tighter financing.",
    "principles": {
      "define": {
        "grade": "B",
        "reason": "Separates annual bills from commencing notional and states the financing-risk thesis. Default, equity impairment and an index repricing remain different outcomes."
      },
      "measure": {
        "grade": "C",
        "reason": "Several sums and growth ratios reproduce. RPO is mislabeled as unbilled compute; the base funding gap and system consolidation cannot be reconciled."
      },
      "ask": {
        "grade": "B−",
        "reason": "Includes four revenue scenarios, construction slippage and a real bull case. The historical mechanism and financing alternatives need stronger tests."
      },
      "separable": {
        "grade": "C−",
        "reason": "The appendix labels many estimates well. The main text repeatedly promotes those estimates into fixed contractual dates, prices and senior claims."
      },
      "uncertainty": {
        "grade": "C−",
        "reason": "Shows scenario variation without probabilities. Categorical statements about resets, solvency and market pricing exceed those scenarios."
      },
      "revision": {
        "grade": "B−",
        "reason": "Adds a detailed appendix with exclusions. Updated charts and prose need a versioned numerical bridge and an executable workbook."
      },
      "robust": {
        "grade": "C",
        "reason": "Names funding, renegotiation and subleasing. Does not compare decisions or define liquidity thresholds across those paths."
      }
    },
    "fallacyReview": {
      "status": "Completed for preserved text",
      "record": "teaser-period-fallacies.json",
      "scope": "Opening, sections II–XII and appendix text; selected chart inputs inspected. No claim of exhaustive verification of underlying contracts."
    }
  },
  "review": {
    "resourceId": "teaser-period",
    "revision": 1,
    "reviewed": "2026-09-25",
    "weightPolicy": "Equal weight per ledger claim (1). No importance weighting has been assigned.",
    "replicationNote": "Arithmetic checks use the printed inputs. The contractual cash-flow model and later outcomes remain unvalidated.",
    "provenance": [
      {
        "id": "attributed",
        "label": "Article attribution",
        "description": "The proposition is traceable to the article. Some are contradicted by inspected sources; the review state records that distinction.",
        "claims": [
          "C01",
          "C02",
          "C06",
          "C09",
          "C11",
          "C19",
          "C20",
          "C21",
          "C23",
          "C26",
          "C27",
          "C28",
          "C29"
        ]
      },
      {
        "id": "conditional",
        "label": "Conditional calculation",
        "description": "Inputs come from the article’s scenarios or chart labels. Reproducing arithmetic does not verify the modeled obligations.",
        "claims": [
          "C05",
          "C07",
          "C08",
          "C10",
          "C13",
          "C14",
          "C15",
          "C16",
          "C17",
          "C18",
          "C22",
          "C25"
        ]
      },
      {
        "id": "assumed",
        "label": "Scenario assumption",
        "description": "Hypothetical contract, cost share or funding condition; none is treated as an observation.",
        "claims": [
          "C04",
          "C24",
          "C30"
        ]
      },
      {
        "id": "primary",
        "label": "First-party source checked",
        "description": "A company’s own announcement supports the narrowly attributed fact.",
        "claims": [
          "C03",
          "C12"
        ]
      },
      {
        "id": "editorial",
        "label": "Document inspection",
        "description": "The appendix’s stated exclusions were inspected; their underlying contract terms were not all authenticated.",
        "claims": [
          "C31"
        ]
      }
    ],
    "weights": {
      "C01": 1,
      "C02": 1,
      "C03": 1,
      "C04": 1,
      "C05": 1,
      "C06": 1,
      "C07": 1,
      "C08": 1,
      "C09": 1,
      "C10": 1,
      "C11": 1,
      "C12": 1,
      "C13": 1,
      "C14": 1,
      "C15": 1,
      "C16": 1,
      "C17": 1,
      "C18": 1,
      "C19": 1,
      "C20": 1,
      "C21": 1,
      "C22": 1,
      "C23": 1,
      "C24": 1,
      "C25": 1,
      "C26": 1,
      "C27": 1,
      "C28": 1,
      "C29": 1,
      "C30": 1,
      "C31": 1
    },
    "checks": [
      {
        "claimId": "C05",
        "kind": "arithmetic",
        "outcome": "discrepancy",
        "note": "The stated date range reaches 2029; it does not determine a 2027–28 peak.",
        "resultPaths": [
          "timing.earliestYear",
          "timing.latestYear"
        ]
      },
      {
        "claimId": "C07",
        "kind": "consolidation",
        "outcome": "unavailable",
        "note": "The rounded sum works, but the discounted system ledger and eliminations are missing.",
        "resultPaths": []
      },
      {
        "claimId": "C08",
        "kind": "arithmetic",
        "outcome": "discrepancy",
        "note": "$1.0T / $2.3T is 43.5%, below half.",
        "resultPaths": [
          "concentration.sharePercent"
        ]
      },
      {
        "claimId": "C10",
        "kind": "arithmetic",
        "outcome": "matched",
        "note": "Seven parent rows reproduce $1,170.4B headline value and $749B modeled spend.",
        "resultPaths": [
          "contracts.openai.headline",
          "contracts.openai.spend"
        ]
      },
      {
        "claimId": "C13",
        "kind": "arithmetic",
        "outcome": "matched",
        "note": "The five annual chart labels sum to $750B; the appendix rounds to $749B.",
        "resultPaths": [
          "annual.total",
          "annual.appendixDifference"
        ]
      },
      {
        "claimId": "C14",
        "kind": "arithmetic",
        "outcome": "matched",
        "note": "$352B + $360B = $712B of commencing notional, not annual bills.",
        "resultPaths": [
          "commencement.twoYearTotal"
        ]
      },
      {
        "claimId": "C15",
        "kind": "arithmetic",
        "outcome": "matched",
        "note": "The printed base and target imply 217.4% compound annual growth.",
        "resultPaths": [
          "growth.requiredPercent"
        ]
      },
      {
        "claimId": "C16",
        "kind": "arithmetic",
        "outcome": "matched",
        "note": "$132B / approximately $65B reproduces the chart’s 203% cost-to-revenue ratio.",
        "resultPaths": [
          "coverage.percent"
        ]
      },
      {
        "claimId": "C17",
        "kind": "chart-reconciliation",
        "outcome": "discrepancy",
        "note": "Broad chart-reading bounds do not reach the stated $375B gap. Exact source data are still needed.",
        "resultPaths": [
          "fundingGap.signedRange",
          "fundingGap.positiveOnlyRange"
        ]
      },
      {
        "claimId": "C18",
        "kind": "valuation",
        "outcome": "unavailable",
        "note": "No maturity schedule or discount rate was available for the $450–500B present value.",
        "resultPaths": []
      },
      {
        "claimId": "C22",
        "kind": "consolidation",
        "outcome": "unavailable",
        "note": "The full-stack consolidation and intercompany eliminations are unavailable.",
        "resultPaths": []
      },
      {
        "claimId": "C25",
        "kind": "illustration",
        "outcome": "matched",
        "note": "An explicit illustrative facility can turn unprofitable after a 30% utilization decline. This is a possibility check, not an empirical replication.",
        "resultPaths": [
          "operatingLeverage.baseProfit",
          "operatingLeverage.stressedProfit"
        ]
      }
    ]
  },
  "claims": [
    {
      "id": "C01",
      "text": "Subprime defaults were the scheduled consequence of rate resets.",
      "type": "Inference",
      "support": "Conjectural",
      "review": "Contradicted as labeled",
      "section": "opening",
      "sourceIds": [
        "article",
        "fed"
      ],
      "dependencies": [],
      "reason": "A reset can increase payment stress, but it does not make default inevitable. Contemporary Fed testimony described defaults shortly after origination and lender failures before many resets. The article turns one risk mechanism into a sufficient historical explanation.",
      "revise": "Separate reset effects from underwriting, home prices, refinancing and borrower equity using loan-level evidence."
    },
    {
      "id": "C02",
      "text": "The $2.3T cloud backlog represents compute contracts that are not yet billing.",
      "type": "Reported fact",
      "support": "Conjectural",
      "review": "Contradicted as labeled",
      "section": "opening",
      "sourceIds": [
        "article",
        "microsoft",
        "coreweave",
        "oracle"
      ],
      "dependencies": [],
      "reason": "RPO is unrecognized revenue, not a measure of unbilled AI capacity. Microsoft includes unearned revenue and future invoices. CoreWeave reports 15–25% weighted-average prepayments on active contracts. Oracle reports $75B of prepaid or customer-supplied hardware. These disclosures contradict the blanket description; this review does not independently reconcile the $2.3T aggregate.",
      "revise": "Provide an entity-by-entity bridge separating AI from other revenue, billed from unbilled balances, and active from uncommenced contracts."
    },
    {
      "id": "C03",
      "text": "Oracle’s RPO grew 363% in fiscal 2026.",
      "type": "Reported fact",
      "support": "Supported",
      "review": "Source checked",
      "section": "opening",
      "sourceIds": [
        "oracle"
      ],
      "dependencies": [],
      "reason": "Oracle reported $638B of RPO, up 363% year over year at fiscal year-end. This verifies the company’s disclosure, not ultimate collection or the proportion that constitutes incremental AI cash demand.",
      "revise": "A corrected filing or a reconciliation changing the period or definition."
    },
    {
      "id": "C04",
      "text": "A hypothetical $12B contract starts billing after two years of construction.",
      "type": "Model assumption",
      "support": null,
      "review": "Source checked",
      "section": "ii-the-anatomy-of-a-teaser",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "The article explicitly labels this contract hypothetical. It illustrates timing risk. It does not establish typical prepayments, acceptance terms or construction delays across the market.",
      "revise": "Replace the illustration with a documented contract or estimate how representative its terms are."
    },
    {
      "id": "C05",
      "text": "A 2025–26 signing boom plus 24–36 months mathematically guarantees a 2027–28 commencement boom.",
      "type": "Calculated output",
      "support": null,
      "review": "Contradicted as labeled",
      "section": "ii-the-anatomy-of-a-teaser",
      "sourceIds": [
        "article",
        "aws",
        "broadcom"
      ],
      "dependencies": [
        "C04"
      ],
      "reason": "The stated date ranges permit commencements through 2029. They do not determine where the peak falls. The original AWS agreement also provided immediate access, while Broadcom’s announced deployment extends through 2029.",
      "revise": "Publish dated tranches and their weights; label the peak as a modeled concentration, not a mathematical guarantee."
    },
    {
      "id": "C06",
      "text": "Every take-or-pay compute contract is economically a lease and should be treated as senior debt.",
      "type": "Inference",
      "support": "Conjectural",
      "review": "Unresolved interpretation",
      "section": "iii-take-or-pay-is-debt",
      "sourceIds": [
        "article",
        "fasb"
      ],
      "dependencies": [],
      "reason": "Fixed purchase commitments can create debt-like risk and deserve liquidity analysis. Lease accounting additionally requires control of an identified asset. An analytical debt adjustment does not establish legal seniority, cancellation rights or a dollar-for-dollar equity deduction without the contract terms.",
      "revise": "Supply the contract-specific accounting, credit-adjustment and priority analysis; keep these distinct."
    },
    {
      "id": "C07",
      "text": "$470B of reported debt plus $1.66T of commitments gives $2.1T of system obligations.",
      "type": "Calculated comparison",
      "support": null,
      "review": "Not reproduced",
      "section": "iii-take-or-pay-is-debt",
      "sourceIds": [
        "article"
      ],
      "dependencies": [
        "C06"
      ],
      "reason": "The rounded sum is $2.13T. The published material does not provide a reproducible entity ledger, discount schedule or complete intercompany eliminations for this figure. Adding buyer commitments, seller financing and leases across a supply chain can count linked exposures repeatedly.",
      "revise": "Release entity, counterparty, maturity, discount and consolidation schedules. State gross exposure separately from consolidated external obligations."
    },
    {
      "id": "C08",
      "text": "Two labs contribute more than half of a $2.3T cloud backlog when their contribution is roughly $1.0T.",
      "type": "Calculated output",
      "support": null,
      "review": "Unresolved conflict",
      "section": "iii-take-or-pay-is-debt",
      "sourceIds": [
        "article"
      ],
      "dependencies": [
        "C02"
      ],
      "reason": "$1.0T divided by $2.3T is 43.5%, below half. The article later uses “nearly half,” which is compatible with these rounded inputs. “More than half” needs a different numerator or denominator.",
      "revise": "Use a consistent date and scope, or correct the earlier description."
    },
    {
      "id": "C09",
      "text": "The largest deal announcements added $636B to four vendors’ market capitalization.",
      "type": "Reported measurement",
      "support": "Reported",
      "review": "Not independently verified",
      "section": "iv-the-signing-spree",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "No dated price-and-share-count event table was available in this edition. Even a reproduced change would not isolate the announcement’s causal effect from other news or market returns.",
      "revise": "Provide announcement dates, return windows, shares outstanding and a market-adjusted comparison."
    },
    {
      "id": "C10",
      "text": "The appendix totals $1,170.4B of OpenAI headline value and $749.0B of modeled 2026–30 spend.",
      "type": "Calculated output",
      "support": null,
      "review": "Arithmetic reproduced",
      "section": "appendix-contract-level-details",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "The seven parent rows add to both totals. Campus rows are allocations within parent agreements, so they must not be added again. Matching the sum does not authenticate the underlying prices, scope or schedules.",
      "revise": "Publish revised row inputs or executed terms; retain a reconciliation between headline value and annual spend."
    },
    {
      "id": "C11",
      "text": "The $1.2T OpenAI total consists entirely of signed dollar commitments.",
      "type": "Inference",
      "support": "Conjectural",
      "review": "Contradicted as labeled",
      "section": "iv-the-signing-spree",
      "sourceIds": [
        "article",
        "broadcom",
        "amd"
      ],
      "dependencies": [
        "C10",
        "C12"
      ],
      "reason": "The appendix itself identifies estimated dollar values: Broadcom’s $350B and AMD’s $90B are capacity-based estimates. The primary announcements disclose capacity, not those dollar amounts. An announced deployment and an estimated price cannot establish an executed obligation of that size.",
      "revise": "Tag each row as disclosed dollars, reported dollars or capacity-priced estimate; disclose enforceable minimum purchases where available."
    },
    {
      "id": "C12",
      "text": "The Broadcom collaboration covers 10 GW with deployment targeted from 2026 through 2029.",
      "type": "Reported fact",
      "support": "Supported",
      "review": "Source checked",
      "section": "appendix-contract-level-details",
      "sourceIds": [
        "broadcom"
      ],
      "dependencies": [],
      "reason": "The announcement supports the capacity and target period and identifies a signed term sheet. It supplies neither a $350B contract price nor a campus-level invoice schedule.",
      "revise": "An executed agreement or updated deployment disclosure with dollar and timing terms."
    },
    {
      "id": "C13",
      "text": "OpenAI’s modeled annual compute costs total $750B across 2026–30.",
      "type": "Calculated output",
      "support": null,
      "review": "Arithmetic reproduced",
      "section": "v-building-the-reset-wall",
      "sourceIds": [
        "article"
      ],
      "dependencies": [
        "C10"
      ],
      "reason": "The chart labels are $37B, $132B, $169B, $201B and $211B. They sum to $750B, $1B above the appendix’s rounded $749B. This is an internal reconciliation of the author’s model, not a reconstruction from invoices.",
      "revise": "Release unrounded vendor-by-year inputs and explain any bridge from $749B to $750B."
    },
    {
      "id": "C14",
      "text": "$712B of two-lab contract notional commences in 2027–28.",
      "type": "Calculated output",
      "support": null,
      "review": "Arithmetic reproduced",
      "section": "v-building-the-reset-wall",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "The chart’s $352B and $360B add to $712B. The author explicitly distinguishes notional from annual cash payments. The date allocation remains modeled; reproducing addition does not establish commencement dates.",
      "revise": "Provide contract-level tranche weights and evidence for each date."
    },
    {
      "id": "C15",
      "text": "Revenue must compound at 217% annually from 2025 to equal the modeled 2027 compute bill.",
      "type": "Calculated output",
      "support": null,
      "review": "Arithmetic reproduced",
      "section": "vi-what-the-wall-demands",
      "sourceIds": [
        "article"
      ],
      "dependencies": [
        "C13"
      ],
      "reason": "Using the chart’s $13.1B 2025 revenue base and $132B 2027 cost gives 217.4% annual growth over two years. This reproduces the rounded requirement. Both inputs and the target year remain conditional.",
      "revise": "Update either input or the horizon and recompute; independently verify the reported revenue base."
    },
    {
      "id": "C16",
      "text": "Modeled 2027 compute costs exceed 200% of management-plan revenue.",
      "type": "Calculated output",
      "support": null,
      "review": "Arithmetic reproduced",
      "section": "v-building-the-reset-wall",
      "sourceIds": [
        "article"
      ],
      "dependencies": [
        "C13"
      ],
      "reason": "$132B divided by the approximately $65B management-plan point is 203.1%, consistent with the printed ratio. This is a comparison between forecasts. It does not establish realized costs or revenue.",
      "revise": "Supply the original numerical revenue series and dated management forecast; compare later actual results on the same basis."
    },
    {
      "id": "C17",
      "text": "The base case leaves $375B of uncovered compute cost in 2026–30.",
      "type": "Calculated output",
      "support": null,
      "review": "Unresolved conflict",
      "section": "vi-what-the-wall-demands",
      "sourceIds": [
        "article"
      ],
      "dependencies": [
        "C13"
      ],
      "reason": "This does not reconcile with the retrieved revenue chart. Deliberately broad visual bounds imply $210–280B of signed cumulative cost less revenue, or $213–280B summing annual shortfalls only. These are chart-reading bounds, not precise source data. The chart bears a draft/redline label; a version mismatch is possible.",
      "revise": "Publish the exact base revenue series, gap definition and figure version, and reconcile the $375B sentence."
    },
    {
      "id": "C18",
      "text": "$665B of commitments has a present value of $450–500B.",
      "type": "Calculated output",
      "support": null,
      "review": "Not reproduced",
      "section": "v-building-the-reset-wall",
      "sourceIds": [
        "article"
      ],
      "dependencies": [
        "C06"
      ],
      "reason": "The March 2026 private financial statements, maturity schedule and discount rate were not obtained. Many combinations can produce that range. The later $750B plan is a different input; substituting it would not reproduce this claim.",
      "revise": "Provide the original commitment schedule, valuation date, discount convention and rate, with evidence for the $665B input."
    },
    {
      "id": "C19",
      "text": "OpenAI’s equity is effectively underwater because of its compute commitments.",
      "type": "Inference",
      "support": "Conjectural",
      "review": "Not established",
      "section": "v-building-the-reset-wall",
      "sourceIds": [
        "article"
      ],
      "dependencies": [
        "C06",
        "C18"
      ],
      "reason": "Gross future service payments do not by themselves determine equity value. A valuation also needs cash, other assets and liabilities, the services acquired and future net cash flows. Deducting obligations already included in operating forecasts would double-count their cost. None of this establishes that the equity is fairly priced.",
      "revise": "Provide a consistent enterprise-to-equity valuation or liquidity model, including offsets, future cash flows and financing terms."
    },
    {
      "id": "C20",
      "text": "Bridgewater’s analysis shows OpenAI exhausting its latest fundraise by early 2027.",
      "type": "Reported measurement",
      "support": "Reported",
      "review": "Not independently verified",
      "section": "vi-what-the-wall-demands",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "The supplied chart crosses below zero in 2027 Q1 under no new capital. Its underlying Bridgewater report and cash-flow workbook were not retrieved. A forecast excluding financing is not an observed cash balance or an unconditional default date.",
      "revise": "Publish the dated source, opening cash, operating flows, committed financing and subsequent capital assumptions."
    },
    {
      "id": "C21",
      "text": "Anthropic is structurally solvent because modeled compute costs peak near 60% of revenue.",
      "type": "Inference",
      "support": "Conjectural",
      "review": "Not established",
      "section": "vii-anthropic-and-the-whole-stack",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "The chart prints a 61% peak. That leaves room for other costs but does not measure them, cash timing or financing needs. Two firms with different inputs are a comparison, not a controlled experiment. The narrow conclusion is better modeled compute coverage under the selected assumptions.",
      "revise": "Add cash balances, all operating and financing flows, and sensitivity ranges for both firms on consistent terms."
    },
    {
      "id": "C22",
      "text": "The consolidated system has $2.4T of notional commencing across 2026–29.",
      "type": "Calculated output",
      "support": null,
      "review": "Not reproduced",
      "section": "vii-anthropic-and-the-whole-stack",
      "sourceIds": [
        "article"
      ],
      "dependencies": [
        "C07",
        "C14"
      ],
      "reason": "The chart labels itself consolidated and net of eliminations. The two-lab appendix is not a full reconciliation of the hyperscaler and neocloud layers. Without that ledger, this audit cannot verify the consolidation or the $2.4T total.",
      "revise": "Publish gross rows, intercompany eliminations, capacity overlap and remaining external exposures by year."
    },
    {
      "id": "C23",
      "text": "Depreciation behaves like take-or-pay once a data center enters service.",
      "type": "Inference",
      "support": "Conjectural",
      "review": "Unresolved interpretation",
      "section": "viii-the-second-teaser-hyperscalers",
      "sourceIds": [
        "article",
        "microsoft"
      ],
      "dependencies": [],
      "reason": "As a metaphor for fixed accounting expense, the comparison works: low utilization can depress operating profit. The section also explicitly says the asset was already paid for. Depreciation is not a new cash payment, however; its later inclusion among amounts “owed” should not feed a liquidity calculation. That stronger reading remains unresolved.",
      "revise": "Separate accounting profit from cash flow, showing capex, depreciation, interest and principal without double-counting."
    },
    {
      "id": "C24",
      "text": "About 80% of a representative leveraged cluster’s monthly costs are fixed.",
      "type": "Model assumption",
      "support": null,
      "review": "Not independently verified",
      "section": "viii-the-second-teaser-hyperscalers",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "The article supplies no representative sample or cost workbook for the share. Fixed versus variable also depends on horizon, utilization and contract terms. Use 80% as a scenario input, not a measured industry constant.",
      "revise": "Provide the cluster specification, cost denominator, time horizon and sensitivity to power and financing terms."
    },
    {
      "id": "C25",
      "text": "A 30% utilization decline can eliminate a leveraged facility’s operating profit.",
      "type": "Calculated output",
      "support": null,
      "review": "Arithmetic reproduced",
      "section": "viii-the-second-teaser-hyperscalers",
      "sourceIds": [
        "article"
      ],
      "dependencies": [
        "C24"
      ],
      "reason": "The possibility is sound. An explicit illustration with revenue 120, fixed cost 80 and variable cost 20 starts at profit 20. Scaling revenue and variable cost down 30% yields a loss of 10. These illustrative units are ours; they do not replicate a measured facility or predict the typical result.",
      "revise": "For an actual facility, disclose baseline margin, pricing, utilization and which costs change with volume."
    },
    {
      "id": "C26",
      "text": "Renegotiation is the most likely response when the bills arrive.",
      "type": "Forecast",
      "support": "Conjectural",
      "review": "Not yet resolvable",
      "section": "ix-the-options",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "The article considers fundraising, renegotiation and subleasing, which are relevant alternatives. It gives no frequencies, comparison model or threshold establishing their ranking. Contract enforceability and creditor priority cannot be inferred from the take-or-pay label alone.",
      "revise": "Define the population, period and observable outcome; compare funding, demand growth and renegotiation scenarios."
    },
    {
      "id": "C27",
      "text": "Short-term subleases will return capacity just as the 2027–28 deliveries create oversupply.",
      "type": "Forecast",
      "support": "Conjectural",
      "review": "Not yet resolvable",
      "section": "ix-the-options",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "Termination options permit capacity to return; they do not guarantee exercise, synchronized availability or a shortage of replacement tenants. The forecast needs a supply-demand model and a definition of oversupply.",
      "revise": "Publish renewal assumptions, net capacity additions, utilization and realized rental prices; specify the forecast window."
    },
    {
      "id": "C28",
      "text": "AI-exposed companies constitute about 45% of the S&P 500.",
      "type": "Reported measurement",
      "support": "Reported",
      "review": "Not independently verified",
      "section": "x-the-index-is-the-trade",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "The article does not provide a dated constituent file or a reproducible AI-exposure classification. Index concentration is testable, but “AI-exposed” is an editorial category and does not mean all revenue depends on frontier-lab contracts.",
      "revise": "Publish date, constituents, weights and an exposure rule; separate gross index weight from revenue at risk."
    },
    {
      "id": "C29",
      "text": "A teaser-period economy cannot produce bad credit data before the reset.",
      "type": "Inference",
      "support": "Conjectural",
      "review": "Contradicted as labeled",
      "section": "xi-living-inside-the-teaser-period",
      "sourceIds": [
        "article",
        "fed"
      ],
      "dependencies": [
        "C01"
      ],
      "reason": "The March 2007 testimony recorded early payment defaults and failures already underway. Deferred obligations can make current performance incomplete evidence; they do not make it information-free or rule out warning signals.",
      "revise": "Replace the universal claim with a test of which early indicators predict later payment stress."
    },
    {
      "id": "C30",
      "text": "Demand can grow into supply if counterparties remain funded through the gap.",
      "type": "Model assumption",
      "support": null,
      "review": "Source checked",
      "section": "xii-this-time-is-different",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "The closing section explicitly admits this bull case and says the wall is not a default forecast. This qualification matters when interpreting the stronger language elsewhere. It still needs measurable demand, cash and financing thresholds.",
      "revise": "State sufficient revenue and liquidity paths, review dates and observations that would weaken the financing-risk thesis."
    },
    {
      "id": "C31",
      "text": "The appendix separates headline value from spend and excludes several overlapping or cancellable commitments.",
      "type": "Reported fact",
      "support": "Supported",
      "review": "Source checked",
      "section": "appendix-contract-level-details",
      "sourceIds": [
        "article"
      ],
      "dependencies": [],
      "reason": "The appendix explains direct-payer silicon treatment, campus allocations and exclusions, including the NVIDIA letter of intent and terminable SpaceX capacity. These are useful safeguards. We verified what the appendix says, not every excluded contract’s terms.",
      "revise": "Publish the same exclusions in a dated row-level dataset and link each to its original documentation."
    }
  ],
  "sources": {
    "article": {
      "title": "Original article",
      "url": "https://www.groundbrkr.com/p/the-teaser-period-why-the-ai-boom",
      "location": "Retrieved September 25, 2026, including the post-publication appendix; supplied PDF pages 1–39"
    },
    "oracle": {
      "title": "Oracle FY2026 earnings release",
      "url": "https://www.oracle.com/news/announcement/q4fy26-earnings-release-2026-06-10/",
      "location": "June 10, 2026; RPO growth and prepaid or customer-supplied hardware"
    },
    "microsoft": {
      "title": "Microsoft 2025 annual report",
      "url": "https://www.microsoft.com/investor/reports/ar25/",
      "location": "Revenue recognition; remaining performance obligations; cash flow statement"
    },
    "coreweave": {
      "title": "CoreWeave 2025 Form 10-K",
      "url": "https://www.sec.gov/Archives/edgar/data/1769628/000176962826000104/crwv-20251231.htm",
      "location": "Customer prepayments; committed contracts; liquidity and revenue recognition"
    },
    "aws": {
      "title": "AWS–OpenAI announcement",
      "url": "https://openai.com/index/aws-and-openai-partnership/",
      "location": "November 3, 2025; $38B over seven years, immediate access, deployment target before end-2026"
    },
    "broadcom": {
      "title": "OpenAI–Broadcom announcement",
      "url": "https://openai.com/index/openai-and-broadcom-announce-strategic-collaboration/",
      "location": "October 13, 2025; 10 GW, term sheet, rollout from second half of 2026 through 2029"
    },
    "amd": {
      "title": "AMD–OpenAI announcement filed with the SEC",
      "url": "https://ir.amd.com/financial-information/sec-filings/content/0001193125-25-230895/d28189dex991.htm",
      "location": "October 6, 2025; 6 GW deployment agreement and initial 1 GW in second half of 2026"
    },
    "fasb": {
      "title": "FASB review of Topic 842",
      "url": "https://storage.fasb.org/PCC%20Topic%205-Leases-FASBPIRReport-2025%2012%2011.pdf",
      "location": "PDF page 44; identifying a lease requires control of an identified asset"
    },
    "fed": {
      "title": "Federal Reserve testimony on subprime mortgages",
      "url": "https://www.federalreserve.gov/newsevents/testimony/cole20070322a.htm",
      "location": "March 22, 2007; early payment defaults, underwriting and lender failures"
    },
    "sherlund": {
      "title": "Sherlund: The Past, Present, and Future of Subprime Mortgages",
      "url": "https://www.federalreserve.gov/pubs/feds/2008/200863/200863pap.pdf",
      "location": "Federal Reserve staff paper, December 2008; defaults before resets and competing risk factors"
    }
  },
  "audit": {
    "version": 1,
    "unit": "USD billions",
    "reviewed": "2026-09-25",
    "sourcePages": {
      "contracts": "35–37",
      "annual": "15",
      "commencement": "16",
      "revenueBounds": "17",
      "growth": "20"
    },
    "timing": {
      "signingYears": [
        2025,
        2026
      ],
      "lagMonths": [
        24,
        36
      ],
      "earliestYear": 2027,
      "latestYear": 2029
    },
    "concentration": {
      "labBacklog": 1000,
      "totalBacklog": 2300,
      "sharePercent": 43.47826086956522
    },
    "contracts": {
      "openai": {
        "headline": 1170.4,
        "spend": 749
      },
      "anthropic": {
        "headline": 464,
        "spend": 329.7
      },
      "combinedHeadline": 1634.4,
      "combinedSpend": 1078.7
    },
    "annual": {
      "years": [
        2026,
        2027,
        2028,
        2029,
        2030
      ],
      "costs": [
        37,
        132,
        169,
        201,
        211
      ],
      "total": 750,
      "appendixDifference": 1
    },
    "commencement": {
      "years": [
        2027,
        2028
      ],
      "notional": [
        352,
        360
      ],
      "twoYearTotal": 712
    },
    "growth": {
      "baseYear": 2025,
      "targetYear": 2027,
      "revenueBase": 13.1,
      "costTarget": 132,
      "requiredPercent": 217.43244758314475
    },
    "coverage": {
      "cost": 132,
      "approximateRevenue": 65,
      "percent": 203.07692307692307
    },
    "fundingGap": {
      "years": [
        2026,
        2027,
        2028,
        2029,
        2030
      ],
      "revenueBounds": [
        [
          30,
          40
        ],
        [
          50,
          65
        ],
        [
          85,
          100
        ],
        [
          130,
          145
        ],
        [
          175,
          190
        ]
      ],
      "reportedGap": 375,
      "signedRange": [
        210,
        280
      ],
      "positiveOnlyRange": [
        213,
        280
      ],
      "interpretation": "Visual reconciliation bounds, not a confidence interval. Exact base-case series and figure revision are unavailable."
    },
    "operatingLeverage": {
      "unit": "Illustrative units, not USD billions",
      "baseRevenue": 120,
      "fixedCost": 80,
      "baseVariableCost": 20,
      "utilizationDecline": 0.3,
      "baseProfit": 20,
      "stressedProfit": -10
    }
  },
  "statistics": {
    "total": 31,
    "empirical": 16,
    "excluded": 15,
    "totalWeight": 16,
    "weightedSum": 9,
    "weightedSupport": 0.5625,
    "support": [
      {
        "label": "Conjectural",
        "score": 0,
        "count": 10
      },
      {
        "label": "Reported",
        "score": 1,
        "count": 3
      },
      {
        "label": "Supported",
        "score": 2,
        "count": 3
      },
      {
        "label": "Corroborated",
        "score": 3,
        "count": 0
      },
      {
        "label": "Established within scope",
        "score": 4,
        "count": 0
      }
    ],
    "types": [
      {
        "label": "Calculated output",
        "count": 11
      },
      {
        "label": "Inference",
        "count": 7
      },
      {
        "label": "Reported fact",
        "count": 4
      },
      {
        "label": "Model assumption",
        "count": 3
      },
      {
        "label": "Reported measurement",
        "count": 3
      },
      {
        "label": "Forecast",
        "count": 2
      },
      {
        "label": "Calculated comparison",
        "count": 1
      }
    ],
    "reviews": [
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        "label": "Arithmetic reproduced",
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      {
        "label": "Contradicted as labeled",
        "count": 5
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      {
        "label": "Source checked",
        "count": 5
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      {
        "label": "Not independently verified",
        "count": 4
      },
      {
        "label": "Not reproduced",
        "count": 3
      },
      {
        "label": "Unresolved interpretation",
        "count": 2
      },
      {
        "label": "Unresolved conflict",
        "count": 2
      },
      {
        "label": "Not established",
        "count": 2
      },
      {
        "label": "Not yet resolvable",
        "count": 2
      }
    ],
    "reviewGroups": [
      {
        "id": "unverified",
        "label": "Unverified",
        "description": "Further evidence, clarification or validation is needed. Each claim records the required check.",
        "count": 10,
        "claims": [
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          "C07",
          "C09",
          "C18",
          "C19",
          "C20",
          "C21",
          "C22",
          "C23",
          "C28"
        ],
        "states": [
          {
            "label": "Not reproduced",
            "count": 3,
            "claims": [
              "C07",
              "C18",
              "C22"
            ]
          },
          {
            "label": "Not independently verified",
            "count": 3,
            "claims": [
              "C09",
              "C20",
              "C28"
            ]
          },
          {
            "label": "Unresolved interpretation",
            "count": 2,
            "claims": [
              "C06",
              "C23"
            ]
          },
          {
            "label": "Not established",
            "count": 2,
            "claims": [
              "C19",
              "C21"
            ]
          }
        ]
      },
      {
        "id": "verified",
        "label": "Verified within scope",
        "description": "The attribution or conditional arithmetic checks out; underlying events and inputs may remain unverified.",
        "count": 9,
        "claims": [
          "C03",
          "C10",
          "C12",
          "C13",
          "C14",
          "C15",
          "C16",
          "C25",
          "C31"
        ],
        "states": [
          {
            "label": "Arithmetic reproduced",
            "count": 6,
            "claims": [
              "C10",
              "C13",
              "C14",
              "C15",
              "C16",
              "C25"
            ]
          },
          {
            "label": "Source checked",
            "count": 3,
            "claims": [
              "C03",
              "C12",
              "C31"
            ]
          }
        ]
      },
      {
        "id": "disputed",
        "label": "Disputed",
        "description": "A contradiction or unresolved conflict was found.",
        "count": 7,
        "claims": [
          "C01",
          "C02",
          "C05",
          "C08",
          "C11",
          "C17",
          "C29"
        ],
        "states": [
          {
            "label": "Contradicted as labeled",
            "count": 5,
            "claims": [
              "C01",
              "C02",
              "C05",
              "C11",
              "C29"
            ]
          },
          {
            "label": "Unresolved conflict",
            "count": 2,
            "claims": [
              "C08",
              "C17"
            ]
          }
        ]
      },
      {
        "id": "not-applicable",
        "label": "Not applicable",
        "description": "Chosen assumptions or preferences, rather than factual findings.",
        "count": 3,
        "claims": [
          "C04",
          "C24",
          "C30"
        ],
        "states": [
          {
            "label": "Source checked",
            "count": 2,
            "claims": [
              "C04",
              "C30"
            ]
          },
          {
            "label": "Not independently verified",
            "count": 1,
            "claims": [
              "C24"
            ]
          }
        ]
      },
      {
        "id": "pending",
        "label": "Pending",
        "description": "A future outcome; verification requires a deadline and fixed resolution criteria.",
        "count": 2,
        "claims": [
          "C26",
          "C27"
        ],
        "states": [
          {
            "label": "Not yet resolvable",
            "count": 2,
            "claims": [
              "C26",
              "C27"
            ]
          }
        ]
      }
    ],
    "provenance": [
      {
        "id": "attributed",
        "label": "Article attribution",
        "description": "The proposition is traceable to the article. Some are contradicted by inspected sources; the review state records that distinction.",
        "claims": [
          "C01",
          "C02",
          "C06",
          "C09",
          "C11",
          "C19",
          "C20",
          "C21",
          "C23",
          "C26",
          "C27",
          "C28",
          "C29"
        ],
        "count": 13
      },
      {
        "id": "conditional",
        "label": "Conditional calculation",
        "description": "Inputs come from the article’s scenarios or chart labels. Reproducing arithmetic does not verify the modeled obligations.",
        "claims": [
          "C05",
          "C07",
          "C08",
          "C10",
          "C13",
          "C14",
          "C15",
          "C16",
          "C17",
          "C18",
          "C22",
          "C25"
        ],
        "count": 12
      },
      {
        "id": "assumed",
        "label": "Scenario assumption",
        "description": "Hypothetical contract, cost share or funding condition; none is treated as an observation.",
        "claims": [
          "C04",
          "C24",
          "C30"
        ],
        "count": 3
      },
      {
        "id": "primary",
        "label": "First-party source checked",
        "description": "A company’s own announcement supports the narrowly attributed fact.",
        "claims": [
          "C03",
          "C12"
        ],
        "count": 2
      },
      {
        "id": "editorial",
        "label": "Document inspection",
        "description": "The appendix’s stated exclusions were inspected; their underlying contract terms were not all authenticated.",
        "claims": [
          "C31"
        ],
        "count": 1
      }
    ],
    "quantitative": 12,
    "auditOutcomes": {
      "matched": 6,
      "discrepancy": 3,
      "unavailable": 3,
      "unvalidated": 0
    },
    "empiricalChecks": 0,
    "empiricalReplicated": 0,
    "dependencies": 16
  }
}