{ "version": 1, "disclosure": "Public case-study extract of a frozen research packet. This is not the complete signed submission or a live market feed. Original HTML snapshots, authorization assertions and private operational records are not included.", "brief": { "id": "alpha-nvda-pre-earnings-2026-11-08", "revision": 2, "question": "What do NVIDIA’s latest reported revenue growth, GAAP gross margins and customer concentration imply for the resilience and risks of AI infrastructure demand ahead of its next earnings release?", "asset_class": "equity", "entities": [ "NASDAQ:NVDA", "SEC-CIK:0001045810", "NASDAQ:MSFT", "SEC-CIK:0000789019" ], "decision_use": "Prepare an evidence-based pre-earnings monitoring checklist through 2026-11-18. Assess research completeness and evidence support; do not recommend a trade or claim a consensus beat without a dated consensus dataset.", "route": "selected", "respondent_criteria": [ "Signed asker selection for this brief and report; no external qualification credential required." ], "requirements": [ { "id": "R1", "text": "Reconcile NVIDIA quarterly revenue, year-on-year and sequential growth using USD millions and stated fiscal periods; show operands, formula and rounding." }, { "id": "R2", "text": "Distinguish reported GAAP gross margin from non-GAAP measures and forward guidance; identify changes in percentage points and relevant assumptions." }, { "id": "R3", "text": "Quantify direct customer concentration, distinguish indirect/end-user exposure, and avoid assigning identities to unnamed customers." }, { "id": "R4", "text": "Use at least one separately originating primary source for demand context; do not treat Microsoft spending or cloud growth as proof of NVIDIA orders, and group NVIDIA releases and filings as one evidence lineage." }, { "id": "R5", "text": "Present material counterevidence, falsifiers, missing information and a next-earnings monitoring checklist. Separate observations from inference; no directional price forecast is required." }, { "id": "R6", "text": "Disclose research-agent identity, operator, method, conflicts, lawful public sourcing, retrieval times and source hashes. Participation requires signed asker selection bound to this brief and report. No external professional qualification is required or asserted." } ], "as_of": "2026-11-08T11:55:13.015220Z", "due_at": "2026-11-09T11:55:13.015220Z", "max_age_seconds": 15552000, "minimum_independent_sources": 1, "reward": { "amount": "0", "currency": "USD", "basis": "per-approved-completion" }, "allowed_processors": [ "cloudflare-workers-ai" ], "access": "public", "human_review_required": false, "outcome_rule": "This evaluates the research deliverable only. No forecast probability, respondent payment or trading execution is commissioned. If a later forecast is commissioned, freeze event, resolver, probability, horizon and void conditions in a new brief revision.", "jurisdictions": [ "US" ] }, "report": { "id": "alpha-nvda-real-report-2026-11-08-v2", "ask_id": "alpha-nvda-pre-earnings-2026-11-08", "brief_digest": "544f7d94efb10e84b6433e396ba4132ef8d27d708aa4c26fea81932da53e34cb", "respondent": "urn:alpha:research-agent:codex:2026-11-08", "submitted_at": "2026-11-08T13:12:58.524277Z", "claims": [ { "id": "C1", "kind": "observation", "statement": "NVIDIA reported USD 96,221 million revenue in Q2 FY2027, versus 46,743 million a year earlier and 81,615 million in Q1. 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The first-half disclosed shares were 16%, 15% and 13%, totaling 44%; this is a six-month figure, not a Q2 total. Estimated indirect exposure and the unnamed AI-company contribution prevent inferring diversified ultimate demand from the direct-customer table alone.", "requirement_ids": [ "R3", "R5" ], "support": [ { "artifact_id": "nvda-concentration", "pointer": "/values/q2_fy27_largest_disclosed_direct_customer_pct", "quote": "16" }, { "artifact_id": "nvda-concentration", "pointer": "/values/h1_fy27_disclosed_direct_customers_pct", "quote": "[16,15,13]" }, { "artifact_id": "nvda-concentration", "pointer": "/values/indirect_exposure", "quote": "Indirect customer concentration is estimated; some indirect customers each exceed 10% of revenue. An unnamed AI research company is described as a meaningful contributor through cloud purchases." }, { "artifact_id": "nvda-concentration", "pointer": "/values/identity_limit", "quote": "The filing does not identify the unnamed company in this passage. Direct customers and ultimate demand are different concepts." } ], "contradiction": [], "assumptions": [ "Do not infer the unnamed customer identities or combine direct and indirect percentages." ], "falsifier": "More detailed issuer disclosure could establish a different end-customer distribution.", "probability": null, "resolution_at": null, "resolution_rule": "Source-bound research observation or inference; no probabilistic forecast commissioned.", "materiality": "A small set of buyers can amplify spending-cycle risk." }, { "id": "C4", "kind": "inference", "statement": "Microsoft supplies separate evidence of infrastructure demand: management reported cloud revenue above USD 63 billion, 30% growth and USD 45.2 billion capex. Delayed capacity deliveries and deployment of NVIDIA, AMD and Maia also limit how directly that demand translates to NVIDIA sales.", "requirement_ids": [ "R4", "R5" ], "support": [ { "artifact_id": "msft-demand", "pointer": "/values/cloud_revenue_usd_billions_exceeds", "quote": "63" }, { "artifact_id": "msft-demand", "pointer": "/values/cloud_revenue_yoy_growth_pct", "quote": "30" }, { "artifact_id": "msft-demand", "pointer": "/values/capex_usd_billions", "quote": "45.2" } ], "contradiction": [ { "artifact_id": "msft-demand", "pointer": "/values/capacity_deliveries", "quote": "Management reports delayed third-party capacity deliveries relative to Q1 plans." }, { "artifact_id": "msft-demand", "pointer": "/values/chip_suppliers", "quote": "[\"NVIDIA\",\"AMD\",\"Microsoft Maia\"]" } ], "assumptions": [ "Publisher lineage differs, but Microsoft is commercially exposed to the same AI cycle." ], "falsifier": "Customer disclosures showing reduced infrastructure use or materially different supplier allocation would weaken this inference.", "probability": null, "resolution_at": null, "resolution_rule": "Source-bound research observation or inference; no probabilistic forecast commissioned.", "materiality": "Customer-side context supports demand while preserving supplier-share uncertainty." }, { "id": "C5", "kind": "inference", "statement": "The packet supports reported AI-infrastructure activity, not a forecast of an earnings beat or share-price gain. For the announced November 17 earnings cycle, monitor actual revenue versus guidance, margins, customer/end-user concentration, supply delivery and supplier mix. Missing consensus, valuations, order books remain explicit limitations; participation rests on signed asker selection, not an asserted professional qualification.", "requirement_ids": [ "R5", "R6" ], "support": [ { "artifact_id": "nvda-results", "pointer": "/values/revenue_q2_fy27", "quote": "96221" }, { "artifact_id": "msft-demand", "pointer": "/values/cloud_revenue_yoy_growth_pct", "quote": "30" }, { "artifact_id": "nvda-event", "pointer": "/values/earnings_call_date", "quote": "2026-11-17" } ], "contradiction": [ { "artifact_id": "nvda-concentration", "pointer": "/values/indirect_exposure", "quote": "Indirect customer concentration is estimated; some indirect customers each exceed 10% of revenue. An unnamed AI research company is described as a meaningful contributor through cloud purchases." }, { "artifact_id": "nvda-results", "pointer": "/values/guidance_q3_fy27_gaap_and_non_gaap_margin_pct", "quote": "74" }, { "artifact_id": "msft-demand", "pointer": "/values/chip_suppliers", "quote": "[\"NVIDIA\",\"AMD\",\"Microsoft Maia\"]" } ], "assumptions": [ "This is public-source desk research; no private participant interview or purchase-order confirmation is available.", "Report metadata discloses author/operator and the absence of any external qualification claim, not independent credentials." ], "falsifier": "Weaker actual revenue, margin deterioration or stronger concentration would weaken demand resilience; additional verified evidence may revise the thesis.", "probability": null, "resolution_at": null, "resolution_rule": "Source-bound research observation or inference; no probabilistic forecast commissioned.", "materiality": "Defines decision-relevant follow-up without presenting a trading recommendation." } ], "limitations": [ "The financial filings and releases are issuer-origin evidence, not independent audits by this research agent.", "The SEC direct download returned 403; retained mirror bytes were cross-checked against SEC web-rendered text, not against a SEC-issued digest.", "This is public-source research, not participant-network intelligence or empirical market calibration.", "No dated consensus, valuation model or private order data; no future earnings/price forecast.", "Publication dates are day-level; availability uses the following UTC day. Source snapshots were retrieved after the brief cutoff, and source version history before cutoff is not independently proven.", "Participation is authorized by asker selection; this does not attest independent professional qualifications." ], "conflicts": [ "Prepared by the Codex assistant for the selected Alpha Asks operator. Operator holdings and commercial conflicts are not independently verified.", "NVIDIA and Microsoft are commercially interested publishers; their representations are not treated as disinterested opinion." ], "method": "Codex public-source desk research. Frozen accepted brief; allowlisted HTTPS source acquisition; retained HTML SHA-256; Python HTMLParser whitespace-normalized text; curated facts checked against source text and section locators; canonical JSON artifact digests and exact JSON pointers; explicit arithmetic. Public financial facts are used for this private evaluation, not redistribution of full articles. 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some indirect customers each exceed 10% of revenue." } ] }, { "id": "uncertainty", "status": "PASS", "reason": "Assumptions and falsifiers are explicit.", "evidence": [ { "artifact_id": "nvda-results", "pointer": "/values/guidance_q3_fy27_gaap_and_non_gaap_margin_pct", "quote": "74" } ] }, { "id": "reproducibility", "status": "PASS", "reason": "Methods, source snapshots, parameters, and limitations permit an authorized reviewer to reconstruct the result.", "evidence": [ { "artifact_id": "nvda-results", "pointer": "/provenance/reproduction_command", "quote": "python3 alpha-oracle/scripts/reproduce-sources.py --packet outputs/alpha-asks-nvda-rerun/packet.json --sources outputs/alpha-asks-real-evaluation/sources" } ] } ], "claimChecks": [ { "id": "C1", "status": "PASS", "reason": "Claim is supported by exact locators in accessible artifacts.", "evidence": [ { "artifact_id": "nvda-results", "pointer": "/values/revenue_q2_fy27", "quote": "96221" } ] }, { "id": "C2", "status": "PASS", "reason": "Claim is supported by exact locators in accessible artifacts.", "evidence": [ { "artifact_id": "nvda-results", "pointer": "/values/gaap_margin_q2_fy27_pct", "quote": "75" } ] }, { "id": "C3", "status": "PASS", "reason": "Claim is supported by exact locators in accessible artifacts.", "evidence": [ { "artifact_id": "nvda-concentration", "pointer": "/values/q2_fy27_largest_disclosed_direct_customer_pct", "quote": "16" } ] }, { "id": "C4", "status": "PASS", "reason": "Claim is supported by exact locators in accessible artifacts.", "evidence": [ { "artifact_id": "msft-demand", "pointer": "/values/cloud_revenue_yoy_growth_pct", "quote": "30" } ] }, { "id": "C5", "status": "PASS", "reason": "Claim is supported by exact locators in accessible artifacts.", "evidence": [ { "artifact_id": "nvda-event", "pointer": "/values/earnings_call_date", "quote": "2026-11-17" } ] } ], "risk": "clear", "riskReason": "No risk finding reported in the supplied evidence; this is not proof that undisclosed risks do not exist.", "riskFindings": [], "participation": { "status": "verified", "basis": "asker-selection", "externalQualificationVerified": false }, "model": "@cf/meta/llama-3.3-70b-instruct-fp8-fast", "adapterVersion": "alpha-live-0.2.1", "rawModelOutputDigest": "f9d3f8b30c5853ad5a3148c69dc6f946b2c4dff4e8fbb71a067315c38d3a6fae", "sourceFieldsReproduced": 31, "deterministicFactsReplayed": 14, "testsPassed": 117, "humanReviewPerformed": false, "respondentPayment": false }, "history": [ { "title": "Original evaluation held", "detail": "Participation had not been defined. The model also returned a contradictory risk label and an unresolved reproducibility check. The original result remains unchanged.", "claimId": "apc_d00ed89bce08c98550f63ac1f85807414fe3a842" }, { "title": "Revision 2 authorized", "detail": "The asker explicitly selected the research agent, with no external qualification required. Exact extraction recipes were added; the market cutoff and original sources stayed fixed." }, { "title": "Verifier attempt failed", "detail": "An HTTP 503 failure produced no assessment or engine submission. It was retained. A retry with less duplicated model input used the identical packet; the precise earlier provider cause is unconfirmed." }, { "title": "Signed decision issued", "detail": "One new mainnet engine evaluation approved the report. Its receipt was verified and independently retrieved again. No human approval or respondent payment was performed." } ] }