{ "cutoff": "2026-10-20", "claims": [ { "id": "C01", "screenshot": "image(7).png", "claim": "H100 rental index USD 2.85/GPU-hour.", "evidence_class": "VERIFIED PUBLISHED OBSERVATION", "sources": [ "S01" ], "unit_scope": "USD/GPU-hour; neocloud index; October 20", "support": "Dated headline confirms the number.", "counterevidence": "Stale FAQ and index-versus-realized-price distinction.", "conclusion": "Use as an attributed index observation.", "confidence": "High", "unresolved_question": "Underlying realized invoices and service mix.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C02", "screenshot": "image(7).png", "claim": "H100 is 53% above its February 2025 low.", "evidence_class": "UNRESOLVED HISTORICAL COMPARISON", "sources": [ "S01", "S02" ], "unit_scope": "Percentage versus same-vintage trough", "support": "A 1.86 trough would imply 53.23%.", "counterevidence": "Exact trough and historical restatement bridge not recovered after December 2025 revision.", "conclusion": "Keep conditional; do not describe as verified like-for-like recovery.", "confidence": "Low for comparability", "unresolved_question": "Original daily series and restated vintage.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C03", "screenshot": "firefox_uYv6MoyK3Z.png", "claim": "Rising inputs and falling token prices necessarily destroy margins.", "evidence_class": "ANALYST INFERENCE", "sources": [ "S03", "S04", "S05", "S38" ], "unit_scope": "Cost and realized revenue per equivalent useful task", "support": "Higher rent, power or financing costs can squeeze a cohort.", "counterevidence": "Throughput gains can reduce cost per useful task; rent is revenue to owners but expense to renters.", "conclusion": "Conditional mechanism, not a mechanical sector conclusion.", "confidence": "High conceptual distinction", "unresolved_question": "Matched realized revenue and full costs by hardware/customer cohort.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C04", "screenshot": "image(8).png", "claim": "NVIDIA delivers roughly 50 times tokens per MW.", "evidence_class": "COMPANY TECHNICAL CLAIM", "sources": [ "S03", "S04" ], "unit_scope": "DeepSeek R1; HGX H200 versus GB300 NVL72", "support": "Published 2.8m/54,000 equals 51.85.", "counterevidence": "Exact matched production context, latency, precision and TCO assumptions incomplete.", "conclusion": "Attribute as a benchmark comparison; not evidence of paid sell-through.", "confidence": "High attribution; medium production transfer", "unresolved_question": "Matched production run and full utilization/cost scope.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C05", "screenshot": "image(8).png", "claim": "Token cost falls from USD 4.20 to USD 0.12 per million.", "evidence_class": "COMPANY TECHNICAL CLAIM", "sources": [ "S03", "S04" ], "unit_scope": "Published modelled cost per million tokens", "support": "Company table supports 35-fold ratio.", "counterevidence": "1.41/(90*3600)*1m gives 4.35185, not 4.20; published rounding/basis is unresolved.", "conclusion": "Use rounded vendor table, flag incomplete arithmetic reconciliation.", "confidence": "High attribution", "unresolved_question": "Unrounded inputs and exact TCO definition.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C06", "screenshot": "image(8).png", "claim": "The illustrative system earns about 42 times more profit.", "evidence_class": "HYPOTHETICAL CALCULATION", "sources": [ "S03" ], "unit_scope": "Illustrative surplus under given prices and sold volumes", "support": "50*(5-0.12)/(10-4.20)=42.06897.", "counterevidence": "Requires every 50-fold unit sold; fixed costs, replacement, financing and taxes not reconciled.", "conclusion": "42.07 times modelled surplus, not demonstrated net profit or ROIC.", "confidence": "High arithmetic; unverified investment outcome", "unresolved_question": "Paid demand, cost boundary and cohort cash flow.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C07", "screenshot": "image(8).png", "claim": "Google monthly tokens grew from 9.7T to over 3.2Q.", "evidence_class": "COMPANY OPERATING CLAIM", "sources": [ "S06" ], "unit_scope": "All Google surfaces; May 2024 versus May 2026", "support": "Keynote reports the series and about 480T in 2025.", "counterevidence": "Paid share, workload and compute intensity unknown; API per-minute metric separate.", "conclusion": "Strong technical usage evidence; not causal elasticity or electricity demand.", "confidence": "High attribution", "unresolved_question": "Paid successful tasks, mix, cache and collections.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C08", "screenshot": "image(8).png", "claim": "OpenAI USD 0.50 versus USD 50 output prices show AI price inflation.", "evidence_class": "OBSERVED MENU; UNSUPPORTED TREND INTERPRETATION", "sources": [ "S07" ], "unit_scope": "USD/million output; standard below 272K; same date", "support": "Official Luna and Astra rate card.", "counterevidence": "Different models and capabilities at one point in time.", "conclusion": "Product differentiation, not fixed-quality inflation.", "confidence": "High", "unresolved_question": "Task-equivalent prices over time and discounts.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C09", "screenshot": "image(9).png", "claim": "Recursive self-improvement makes the demand outcome inevitable.", "evidence_class": "SPECULATION", "sources": [], "unit_scope": "Unspecified horizon and mechanism", "support": "No causal or economic evidence established in supplied material.", "counterevidence": "Capability improvement alone does not establish paid demand, resource use or investor returns.", "conclusion": "Exclude from base case; discuss as speculative upside mechanism.", "confidence": "Low empirical support", "unresolved_question": "Operational definition, measured improvement and monetization.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C10", "screenshot": "image(9).png", "claim": "Frontier labs capture the value from cheaper inference.", "evidence_class": "ANALYST INFERENCE", "sources": [ "S07", "S20", "S29", "S30" ], "unit_scope": "Lab economics after full development and service costs", "support": "Distribution, product differentiation and customer productivity can support value.", "counterevidence": "Open models, competition, R&D costs and pass-through can favor users or other suppliers.", "conclusion": "Plausible conditional outcome, not a universal conclusion.", "confidence": "Moderate mechanism; low allocation certainty", "unresolved_question": "Paid retention, full cash costs and competitive renewal pricing.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C11", "screenshot": "image(9).png", "claim": "Governments will not allow the credit cycle to stop.", "evidence_class": "SPECULATION", "sources": [ "S33" ], "unit_scope": "Unspecified program, jurisdiction or creditor", "support": "Incentives can affect location and funding.", "counterevidence": "No enforceable unconditional rescue guarantee established.", "conclusion": "Do not model a bailout as assured.", "confidence": "High that claim is unverified", "unresolved_question": "Specific statute, appropriation, beneficiary and conditions.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C12", "screenshot": "image(10).png", "claim": "Power, labor and permitting bottlenecks constrain deployment.", "evidence_class": "SUPPORTED MECHANISM", "sources": [ "S25", "S27", "S28", "S32", "S19" ], "unit_scope": "Project critical path and acceptance date", "support": "Primary energy/grid sources and contract acceptance conditions support constraints.", "counterevidence": "Projects differ; capable operators and prepared sites can shorten delays.", "conclusion": "Use project-specific stages, not an aggregate demand-collapse inference.", "confidence": "High mechanism", "unresolved_question": "Current utility acceptance, equipment delivery and commissioning evidence.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C13", "screenshot": "image(10).png", "claim": "Half of announced projects are delayed or cancelled.", "evidence_class": "UNVERIFIED QUANTITATIVE CLAIM", "sources": [ "S25", "S27" ], "unit_scope": "Share of a defined announcement cohort", "support": "Duplicate requests and staged ramps are documented.", "counterevidence": "No defensible 50% denominator, project list or delay/cancellation definition recovered.", "conclusion": "Do not publish 50% as an established statistic.", "confidence": "Low", "unresolved_question": "Cohort, observation window, deduplication and disposition audit.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C14", "screenshot": "image(10).png", "claim": "The cycle must peak in 2027-28.", "evidence_class": "SPECULATION / SCENARIO", "sources": [ "S24", "S25", "S15" ], "unit_scope": "Timing of investment, prices or credit turning point", "support": "Delivery and refinancing cycles can create stress.", "counterevidence": "Timing depends on demand, power, contracts, replacement and capital availability.", "conclusion": "Use as a scenario, not an inevitable forecast.", "confidence": "Low timing confidence", "unresolved_question": "Comparable renewals, funded completions and creditor behavior.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C15", "screenshot": "image(10).png", "claim": "Long contracts funded with short borrowing are intrinsically attractive.", "evidence_class": "ANALYST INFERENCE", "sources": [ "S15", "S16", "S18", "S19" ], "unit_scope": "Customer cash duration versus debt maturity and economic asset life", "support": "Enforceable contracts can improve underwriting.", "counterevidence": "Refinancing, rate resets, acceptance, cancellation and repricing can break the match.", "conclusion": "Compare three clocks; short borrowing is not inherently safer.", "confidence": "High", "unresolved_question": "Amortization, guarantees, hedges and residual values.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C16", "screenshot": "image(20261020-223132).png", "claim": "Power-rich land is the decisive scarce asset.", "evidence_class": "ANALYST INFERENCE", "sources": [ "S25", "S27", "S32" ], "unit_scope": "Deliverable, permitted and accepted MW", "support": "Scarce energization can make prepared sites valuable.", "counterevidence": "Land or nominal capacity alone is not completed cooling, networking, customer acceptance or cash.", "conclusion": "Value the deliverable critical path, with full capital and contract obligations.", "confidence": "High mechanism", "unresolved_question": "Evidence of energized, customer-accepted and billable capacity.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C17", "screenshot": "image(20261020-223132).png", "claim": "China enjoys uniformly easy financing and abundant power, leaving chips as its only constraint.", "evidence_class": "UNSUPPORTED GENERALIZATION", "sources": [], "unit_scope": "China-wide costs and availability", "support": "No comparable project-level evidence established here.", "counterevidence": "Regional, credit, grid and equipment differences prevent a blanket inference.", "conclusion": "Do not use as a verified comparative advantage.", "confidence": "Low", "unresolved_question": "Matched financing, tariffs, delivered-power dates and hardware access by project.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C18", "screenshot": "image(20261020-223210).png", "claim": "DeepSeek processes 155T tokens/day and earns USD 38/GPU-hour.", "evidence_class": "COMPANY TECHNICAL/ECONOMIC CLAIM", "sources": [ "S08" ], "unit_scope": "V4.1 Flash cluster; valley pricing; measured feed and billing mix", "support": "Company Q&A states both figures.", "counterevidence": "Hardware count/type, period, occupancy and revenue accounting not disclosed sufficiently.", "conclusion": "Attribute; do not elevate to audited operating margin.", "confidence": "High attribution; low comparability", "unresolved_question": "Fleet denominator; paid/cache mix; recognized, collected or imputed revenue.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C19", "screenshot": "image(20261020-223210).png", "claim": "USD 38 minus USD 1-4 rental gives unlimited profit.", "evidence_class": "UNSUPPORTED PROFIT INFERENCE", "sources": [ "S08" ], "unit_scope": "Mismatched GPU-hour cost and service revenue", "support": "No evidence establishes the suggested margin.", "counterevidence": "Storage, network, capital replacement, model costs and unmatched rental services omitted.", "conclusion": "Reject subtraction as a profit calculation.", "confidence": "High", "unresolved_question": "Matched whole-cohort revenue, cash costs and capital.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C20", "screenshot": null, "claim": "SpaceX has an under-one-year deployment payback.", "evidence_class": "MANAGEMENT CLAIM", "sources": [ "S11", "S13" ], "unit_scope": "Payback with undisclosed capital/cash-flow scope", "support": "CFO statement in Q3 transcription.", "counterevidence": "Annual pricing basis and denominator not defined; current scarcity pricing can later change.", "conclusion": "Attribute and mark scope unresolved; not whole-project equity IRR.", "confidence": "High attribution; low investment transfer", "unresolved_question": "Original A/V, written definition, cash costs, capital included and duration.", "as_of": "2026-10-20", "screenshot_review": "Not applicable", "provenance": "Follow-up research or cross-cutting analytical test; not represented as a literal screenshot claim" }, { "id": "C21", "screenshot": null, "claim": "SpaceX operates 1.7GW of compute.", "evidence_class": "PRIMARY COMPANY DISCLOSURE", "sources": [ "S09" ], "unit_scope": "Installed GPU nameplate September 30", "support": "Earnings release capacity footnote.", "counterevidence": "Excludes facility overhead; does not equal actual average draw, accepted external service or annual MWh.", "conclusion": "Use precise installed-nameplate definition.", "confidence": "High", "unresolved_question": "Actual draw, availability, billed occupancy and external/internal mix.", "as_of": "2026-10-20", "screenshot_review": "Not applicable", "provenance": "Follow-up research or cross-cutting analytical test; not represented as a literal screenshot claim" }, { "id": "C22", "screenshot": "image(20261020-223242).png", "claim": "SpaceX deployment and power targets can be added together.", "evidence_class": "MANAGEMENT GUIDANCE WITH DENOMINATOR RISK", "sources": [ "S09", "S11" ], "unit_scope": "2.5-3GW YE2026 compute; +10GW 2027 compute; +20GW 2027 power/cooling; training Rubin units", "support": "Targets appear in company materials/transcription.", "counterevidence": "Different scopes, timing and possible overlap; monthly preparation is not accepted production.", "conclusion": "Keep compute, power/cooling and training targets separate and non-additive.", "confidence": "High classification; low delivery certainty", "unresolved_question": "De-duplicated commissioned capacity and acceptance evidence.", "as_of": "2026-10-20", "screenshot_review": "Root visually inspected supplied image; no unavailable author/link reconstructed", "provenance": "Supplied screenshot, visually inspected by root" }, { "id": "C23", "screenshot": null, "claim": "SpaceX headline multi-year cloud term locks in long-duration cash.", "evidence_class": "CONTRACT CLAIM REQUIRING QUALIFICATION", "sources": [ "S10", "S12" ], "unit_scope": "Cash protection after ramp and notice periods", "support": "June offering describes Anthropic service term and price.", "counterevidence": "90-day exit after initial period; generic cloud disclosure also allows exits.", "conclusion": "Underwrite enforceable cash protection rather than headline term.", "confidence": "High", "unresolved_question": "Current amended terms, ramp and any termination notice.", "as_of": "2026-10-20", "screenshot_review": "Not applicable", "provenance": "Follow-up research or cross-cutting analytical test; not represented as a literal screenshot claim" }, { "id": "C24", "screenshot": null, "claim": "More token usage establishes Jevons backfire.", "evidence_class": "UNSUPPORTED CAUSAL INFERENCE", "sources": [ "S05", "S06", "S39" ], "unit_scope": "Same useful service demand, resource intensity and realized price", "support": "Efficiency can enable cheaper services and more activity.", "counterevidence": "Other demand drivers and changing task/token mix; resource savings can outpace demand growth.", "conclusion": "Backfire requires total resource use above the counterfactual; observed tokens alone are insufficient.", "confidence": "High conceptual distinction", "unresolved_question": "Quality-adjusted paid demand, causal price change, compute and energy measures.", "as_of": "2026-10-20", "screenshot_review": "Not applicable", "provenance": "Follow-up research or cross-cutting analytical test; not represented as a literal screenshot claim" }, { "id": "C25", "screenshot": null, "claim": "Positive operating cash establishes adequate infrastructure returns.", "evidence_class": "UNSUPPORTED FINANCIAL INFERENCE", "sources": [ "S14", "S15" ], "unit_scope": "Cohort cash after replacement, financing and required return", "support": "Positive operating cash can fund investment.", "counterevidence": "Economic replacement, cost of capital, debt and tax may absorb cash.", "conclusion": "Reconcile cash operations to capital recovery and investor return.", "confidence": "High", "unresolved_question": "Economic asset life, replacement cash flow, tax and financing schedule.", "as_of": "2026-10-20", "screenshot_review": "Not applicable", "provenance": "Follow-up research or cross-cutting analytical test; not represented as a literal screenshot claim" } ] }