P06-NET / CATEGORY & DATA NETWORK · v0.13.0
One answer a day. One compounding map of AGI and capital.
The fund’s focus becomes an operating contract: one audience, one recurring problem, one canonical answer and one public scorecard.
Two-pass editorial mandate armed · Daily Answer dry run continues · public SLA not active
01 / The daily promise
Every day, one verified answer: what changed—or did not change—in AGI, why it matters economically, and what it means for capital.
02 / P06-NET.1 · DRY RUN ACTIVE
The forward delivery ledger
The first 14 days are evidence, not marketing. Every sealed answer advances the streak; every missed date stays visible and resets it.
Latest sealed object
The current-day evidence packet is not eligible: the newest machine report is 2026-09-17T12:26:41.408Z. No claim about today's AGI delta is made.
- Evidence and state
- The system exposes a stale or absent input instead of converting it into a fact.
- Economic mechanism
- The causal chain stops before economic interpretation because current evidence is unavailable.
- Capital map
- No layer, entity or security is upgraded, downgraded or proposed for action.
- Expectation gap
- No expectation-gap conclusion is permitted without a current evidence packet.
- Decision boundary
- NO CAPITAL ACTION. The evidence failure is visible and capital remains outside.
- Next test
- A current machine report with attributable sources passes the canonical schema before the next deadline.
P06-NET.2 · LIVE COVERAGE BASELINE
Measure the blind spots, not just the source count.
Twenty-one monitored channels are the starting inventory. The denominator is a frozen minimum of 60 region × causal-lane obligations—not a fictional percentage of the internet.
Concentration audit
- English-language source share
- 100%
- North American publisher share
- 85.7%
Use boundary
21/21 · LINK + METADATALink and metadata only. No raw source body is republished; this operating boundary is not a legal opinion.
Region × causal-lane matrix
11 / 60| REGION | Capability & labs | Compute & supply | Power & physical | Adoption & demand | Policy & geopolitics | Capital & expectations |
|---|---|---|---|---|---|---|
| Global / cross-border | 1observed | 1observed | 0gap | 0gap | 0gap | 3observed |
| North America | 3observed | 1observed | 3observed | 5observed | 1observed | 0gap |
| Greater China | 0gap | 0gap | 0gap | 0gap | 0gap | 0gap |
| Continental Europe | 0gap | 1observed | 0gap | 0gap | 0gap | 0gap |
| United Kingdom | 1observed | 0gap | 0gap | 0gap | 0gap | 0gap |
| East Asia ex-China | 0gap | 1observed | 0gap | 0gap | 0gap | 0gap |
| South Asia | 0gap | 0gap | 0gap | 0gap | 0gap | 0gap |
| Southeast Asia | 0gap | 0gap | 0gap | 0gap | 0gap | 0gap |
| Middle East & Africa | 0gap | 0gap | 0gap | 0gap | 0gap | 0gap |
| Latin America | 0gap | 0gap | 0gap | 0gap | 0gap | 0gap |
Highest-priority acquisition gaps
Priority orders collection work only. It is not an issuer ranking, alpha claim or permission to ingest copyrighted material.
- 01Greater ChinaCapability & labsP200
- 02Greater ChinaCompute & supplyP195
- 03East Asia ex-ChinaCapability & labsP190
- 04Greater ChinaPolicy & geopoliticsP190
- 05South AsiaCapability & labsP190
- 06Global / cross-borderPolicy & geopoliticsP185
- 07Greater ChinaPower & physicalP185
- 08South AsiaCompute & supplyP185
Inspect all classified source channels · 21
| Source | Publisher / coverage | Causal lane | Language | Access / health | Use mode |
|---|---|---|---|---|---|
| OpenAI News RSS ↗primary | North AmericaNorth America | Capability & labs | en | RSSdirectly fetched · 268 ms | link + metadata only |
| Anthropic News ↗primary | North AmericaNorth America | Capability & labs | en | web searchdirectly fetched · 332 ms | link + metadata only |
| Google DeepMind Blog ↗primary | United KingdomUnited Kingdom | Capability & labs | en | web searchdirectly fetched · 1008 ms | link + metadata only |
| Meta AI Blog ↗primary | North AmericaNorth America | Capability & labs | en | web searchdirectly fetched · 1766 ms | link + metadata only |
| METR Research ↗independent-research | North AmericaGlobal / cross-border | Capability & labs | en | web searchdirectly fetched · 177 ms | link + metadata only |
| Epoch AI Trends ↗independent-research | North AmericaGlobal / cross-border | Compute & supply | en | direct probedirectly fetched · 231 ms | link + metadata only |
| NVIDIA News RSS ↗primary | North AmericaNorth America | Compute & supply | en | RSSdirectly fetched · 305 ms | link + metadata only |
| TSMC SEC submissions ↗regulator-primary | East Asia ex-ChinaEast Asia ex-China | Compute & supply | en | direct probedirectly fetched · 239 ms | link + metadata only |
| ASML Financial Results ↗primary | Continental EuropeContinental Europe | Compute & supply | en | direct probedirectly fetched · 236 ms | link + metadata only |
| U.S. EIA Electric Power Monthly ↗government-primary | North AmericaNorth America | Power & physical | en | direct probedirectly fetched · 244 ms | link + metadata only |
| FERC Generator Interconnection ↗regulator-primary | North AmericaNorth America | Power & physical | en | web searchofficial-domain search · 39 ms | link + metadata only |
| NERC Reliability Assessments ↗system-operator-primary | North AmericaNorth America | Power & physical | en | web searchdirectly fetched · 190 ms | link + metadata only |
| BLS Job Openings and Labor Turnover ↗government-primary | North AmericaNorth America | Adoption & demand | en | direct probedirectly fetched · 486 ms | link + metadata only |
| U.S. Census Business Formation Statistics ↗government-primary | North AmericaNorth America | Adoption & demand | en | web searchdirectly fetched · 441 ms | link + metadata only |
| BEA Personal Consumption Expenditures ↗government-primary | North AmericaNorth America | Adoption & demand | en | direct probedirectly fetched · 460 ms | link + metadata only |
| U.S. Bureau of Industry and Security News ↗regulator-primary | North AmericaNorth America | Policy & geopolitics | en | web searchdirectly fetched · 318 ms | link + metadata only |
| Situational Awareness ↗forecast-map | North AmericaGlobal / cross-border | Capital & expectations | en | direct probedirectly fetched · 54 ms | link + metadata only |
| Citrini — 2028 Global Intelligence Crisis ↗scenario-secondary | North AmericaGlobal / cross-border | Capital & expectations | en | direct probedirectly fetched · 148 ms | link + metadata only |
| Citadel Securities — 2026 Global Intelligence Crisis ↗countercase-secondary | North AmericaGlobal / cross-border | Capital & expectations | en | web searchofficial-domain search · 214 ms | link + metadata only |
| FRED Unemployment Rate CSV ↗government-primary | North AmericaNorth America | Adoption & demand | en | direct probedirectly fetched · 134 ms | link + metadata only |
| IBM AI Newsroom ↗primary | North AmericaNorth America | Adoption & demand | en | web searchdirectly fetched · 1051 ms | link + metadata only |
P06-SRC.1 · CONTROLLED SOURCE INTAKE
A source folder is not research memory.
Five private originals now have stable fingerprints, rights boundaries and explicit derivations. The binaries stay outside Git; only a public-safe manifest and a finite normalization queue enter the research system.

Registered source objects
5/5 SHA-256Інвестиційні перспективи розвитку AGI
Local research synthesis
- fingerprint
f7c670eca43ea4d5…- RIGHTS
- private reference
- derived artifacts
- 2
AGI Economy Strategy UA
Local research synthesis
- fingerprint
d7bedbf7e878a65e…- RIGHTS
- private reference
- derived artifacts
- 2
AGI Sector Matrix UA
Local research synthesis
- fingerprint
e1443276b6b99508…- RIGHTS
- private reference
- derived artifacts
- 6
China’s Artificial Intelligence
National Intelligence University
- fingerprint
7075b80d01f5fc18…- RIGHTS
- link, citation, short excerpt only
- derived artifacts
- 3
Mapping Opportunities in China’s AI Ecosystem
Franklin Templeton Institute
- fingerprint
b30d6be9c0f58ce7…- RIGHTS
- link, citation, short excerpt only
- derived artifacts
- 3
Finite normalization queue
01 → 05- 01
Validate the source registerCOMPLETE Bind 33 rows to canonical publishers, access states and rights modes.
Exit condition · Every row has a stable source ID, canonical URL, publisher, geography, language, rights mode and verification timestamp. - 02
Map sectors into the Economic GraphCOMPLETE Resolve 30 sector rows to typed roles—or document an explicit no-map result.
Exit condition · Every sector resolves to a typed node or a documented no-map result without creating a security recommendation. - 03
Compile monitoring contractsCOMPLETE Turn 15 rows into dated source, cadence, field, unit, materiality and expiry contracts.
Exit condition · Every monitor can produce a dated observation or an explicit evidence-blocked receipt. - 04
Normalize fact rowsCOMPLETE Give 22 facts a period, unit, source ID, epistemic state and falsifier.
Exit condition · No fact enters the graph or Daily Answer without a dated, resolvable evidence binding. - 05
Address China PDF claimsCOMPLETE Create line-addressed claim maps only where rights permit; otherwise retain citation-only metadata.
Exit condition · Every public China claim points to an eligible source object; unsupported narrative remains visibly blocked.
P06-SRC.2 · ROW-LEVEL SOURCE REGISTER
A link earns an identity before it earns belief.
All 33 workbook rows now resolve to stable IDs, canonical publishers, geography, language, rights mode and a dated access observation. The register records what the source is—and refuses to pretend that availability proves a claim.

Inspect all registered sources · 33
| Source | Canonical publisher | Region | Evidence role | Access | Use mode |
|---|---|---|---|---|---|
AGI-SRC-001The 2026 AI Index Report | Stanford Institute for Human-Centered Artificial Intelligence | NORTH AMERICA | SYSTEMIC_SYNTHESIS | reachable | LINK + METADATA |
AGI-SRC-0022026 Report: Extended Summary for Policymakers | International AI Safety Report | GLOBAL | SYSTEMIC_SYNTHESIS | reachable | LINK + METADATA |
AGI-SRC-003Task-Completion Time Horizons of Frontier AI Models | METR | NORTH AMERICA | PRIMARY_MEASUREMENT | reachable | LINK + METADATA |
AGI-SRC-004Clarifying limitations of time horizon | METR | NORTH AMERICA | METHOD_NOTE | reachable | LINK + METADATA |
AGI-SRC-005Key Questions on Energy and AI: Executive summary | International Energy Agency | GLOBAL | OFFICIAL_SYSTEM_MODEL | reachable | LINK + METADATA |
AGI-SRC-006Financial Results for Second Quarter Fiscal 2027 | NVIDIA | NORTH AMERICA | ISSUER_PRIMARY | reachable | LINK + METADATA |
AGI-SRC-007Form 10-Q for the quarter ended June 30, 2026 | U.S. Securities and Exchange Commission / Alphabet | NORTH AMERICA | REGULATORY_FILING | reachable | LINK + METADATA |
AGI-SRC-008Earnings Release FY26 Q4 | Microsoft | NORTH AMERICA | ISSUER_PRIMARY | reachable | LINK + METADATA |
AGI-SRC-009Generative AI and Jobs: A Refined Global Index of Occupational Exposure | International Labour Organization | GLOBAL | SYSTEMIC_RESEARCH | reachable | LINK + METADATA |
AGI-SRC-010Generative AI at Work | Oxford University Press / Quarterly Journal of Economics | UNITED KINGDOM | PRIMARY_EMPIRICAL_RESEARCH | HTTP 403 · access controlled | LINK + METADATA |
AGI-SRC-011We are Changing our Developer Productivity Experiment Design | METR | NORTH AMERICA | METHOD_NOTE | reachable | LINK + METADATA |
AGI-SRC-012Firm Data on AI, Working Paper 2026-3 | Federal Reserve Bank of Atlanta | NORTH AMERICA | PRIMARY_SURVEY_RESEARCH | reachable | LINK + METADATA |
AGI-SRC-013No Widespread Displacement, but the AI Employment Gap for Young Workers Has Widened to 19% | Stanford Digital Economy Lab | NORTH AMERICA | PRIMARY_EMPIRICAL_RESEARCH | reachable | LINK + METADATA |
AGI-SRC-014Labor market impacts of AI: A new measure and early evidence | Anthropic | NORTH AMERICA | DEVELOPER_RESEARCH | reachable | LINK + METADATA |
AGI-SRC-015The simple macroeconomics of AI | Oxford University Press / Economic Policy | UNITED KINGDOM | ACADEMIC_MODEL | HTTP 403 · access controlled | LINK + METADATA |
AGI-SRC-016Macroeconomic productivity gains from Artificial Intelligence in G7 economies | Organisation for Economic Co-operation and Development | GLOBAL | OFFICIAL_SYSTEM_MODEL | HTTP 403 · access controlled | LINK + METADATA |
AGI-SRC-017Global Economic and Financial Implications of Artificial Intelligence: Lessons from a Scenario Planning Exercise | International Monetary Fund | GLOBAL | OFFICIAL_SCENARIO | reachable | LINK + METADATA |
AGI-SRC-018Earnings Insight | FactSet | NORTH AMERICA | COMMERCIAL_MARKET_DATA | reachable · redirect recorded | LINK + METADATA |
AGI-SRC-019Record Second Quarter 2026 Results | Eaton | EUROPE | ISSUER_PRIMARY | timeout · retry required | LINK + METADATA |
AGI-SRC-020Half Year 2026 Financial Results | Schneider Electric | EUROPE | ISSUER_PRIMARY | reachable | LINK + METADATA |
AGI-SRC-021World Robotics 2025: Global Robot Demand in Factories Doubles Over 10 Years | International Federation of Robotics | EUROPE | INDUSTRY_STATISTICS | reachable | LINK + METADATA |
AGI-SRC-022Artificial Intelligence-Enabled Medical Devices | U.S. Food and Drug Administration | NORTH AMERICA | REGULATORY_REGISTER | reachable | LINK + METADATA |
AGI-SRC-023A generative AI-discovered TNIK inhibitor for idiopathic pulmonary fibrosis: a randomized phase 2a trial | U.S. National Library of Medicine / PubMed | NORTH AMERICA | PEER_REVIEWED_CLINICAL | reachable | LINK + METADATA |
AGI-SRC-024AI tutoring outperforms in-class active learning: an RCT introducing a novel research-based design in an authentic educational setting | Harvard Science Education Research Lab | NORTH AMERICA | PEER_REVIEWED_EXPERIMENT | HTTP 403 · access controlled | LINK + METADATA |
AGI-SRC-025Google users are less likely to click on links when an AI summary appears in the results | Pew Research Center | NORTH AMERICA | OBSERVATIONAL_RESEARCH | reachable | LINK + METADATA |
AGI-SRC-026Impact of AI on cyber threat from now to 2027 | UK National Cyber Security Centre | UNITED KINGDOM | OFFICIAL_THREAT_ASSESSMENT | reachable | LINK + METADATA |
AGI-SRC-027Monitoring Adoption of Artificial Intelligence and Related Vulnerabilities in the Financial Sector | Financial Stability Board | GLOBAL | OFFICIAL_SYSTEM_ASSESSMENT | reachable | LINK + METADATA |
AGI-SRC-028Timeline for the Implementation of the EU AI Act | European Commission AI Act Service Desk | EUROPE | REGULATORY_GUIDANCE | reachable | LINK + METADATA |
AGI-SRC-029AI Offers Lifeline to Developing Economies in an Era of Weak Growth; World Development Report 2026 | World Bank | GLOBAL | MULTILATERAL_SYNTHESIS | reachable | LINK + METADATA |
AGI-SRC-030Updated Ukraine Recovery and Reconstruction Needs Assessment: RDNA5 | World Bank and RDNA5 partners | GLOBAL | MULTILATERAL_ASSESSMENT | reachable | LINK + METADATA |
AGI-SRC-031The State of Food and Agriculture 2022: Leveraging automation to transform agrifood systems | Food and Agriculture Organization of the United Nations | GLOBAL | MULTILATERAL_SYNTHESIS | reachable | LINK + METADATA |
AGI-SRC-032Energy and AI: Energy supply for AI | International Energy Agency | GLOBAL | OFFICIAL_SYSTEM_MODEL | reachable | LINK + METADATA |
AGI-SRC-033OpenAI hails ‘new era of artificial general intelligence’ with Astra model release | The Guardian | UNITED KINGDOM | SECONDARY_NEWS_ATTRIBUTION | reachable | LINK + METADATA |
P06-SRC.3 · SECTOR-TO-ROLE MAP
A sector earns a causal role before it earns a ticker.
All 30 sector rows now carry a stable identity, exact fingerprint and one visible mapping receipt. Direct matches enter an existing Economic Graph role; adjacent matches stay labeled; unresolved mechanisms become research gaps instead of forced classifications.

Where the mapped sectors enter the graph
27/30 MAPPED- ROLE-modelsModels & cloud1
- ROLE-enterpriseEnterprise deployment16
- ROLE-computeCompute1
- ROLE-networkNetworking2
- ROLE-dcData centers2
- ROLE-semicapSemicap & memory2
- ROLE-powerPower & grid3
Inspect all sector mapping receipts · 30
| Sector | Economic function | Match | Graph role | Workbook sources | Security boundary |
|---|---|---|---|---|---|
AGI-SECTOR-001AI accelerators and specialized chips | Infrastructure enabler | direct | ROLE-computeCompute | AGI-SRC-001AGI-SRC-006 | SECTOR, NOT SECURITY |
AGI-SECTOR-002HBM and advanced memory modules | Upstream bottleneck | direct | ROLE-semicapSemicap & memory | AGI-SRC-005 | SECTOR, NOT SECURITY |
AGI-SECTOR-003Chip fabrication, packaging and equipment | Upstream bottleneck | direct | ROLE-semicapSemicap & memory | AGI-SRC-001AGI-SRC-005 | SECTOR, NOT SECURITY |
AGI-SECTOR-004Data-center networking, optics and interconnects | Infrastructure enabler | direct | ROLE-networkNetworking | AGI-SRC-006 | SECTOR, NOT SECURITY |
AGI-SECTOR-005Cloud and data centers | Infrastructure enabler | direct | ROLE-dcData centers | AGI-SRC-005AGI-SRC-007AGI-SRC-008 | SECTOR, NOT SECURITY |
AGI-SECTOR-006Foundation models and general AI assistants | Capability origin | direct | ROLE-modelsModels & cloud | AGI-SRC-001AGI-SRC-002AGI-SRC-017 | SECTOR, NOT SECURITY |
AGI-SECTOR-007Power grids, transformers and distribution | Upstream bottleneck | direct | ROLE-powerPower & grid | AGI-SRC-005AGI-SRC-019AGI-SRC-020 | SECTOR, NOT SECURITY |
AGI-SECTOR-008Dispatchable generation: nuclear, gas and reserve | Upstream bottleneck | direct | ROLE-powerPower & grid | AGI-SRC-005AGI-SRC-032 | SECTOR, NOT SECURITY |
AGI-SECTOR-009Renewable generation and storage | Infrastructure enabler | direct | ROLE-powerPower & grid | AGI-SRC-005AGI-SRC-032 | SECTOR, NOT SECURITY |
AGI-SECTOR-010Data-center cooling, water and engineering | Infrastructure enabler | direct | ROLE-dcData centers | AGI-SRC-005AGI-SRC-020 | SECTOR, NOT SECURITY |
AGI-SECTOR-011Copper, materials and mining | Resource input | no map | No canonical role | AGI-SRC-005AGI-SRC-032 | SECTOR, NOT SECURITY |
AGI-SECTOR-012Cybersecurity, identity and verification | Adoption control | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-026AGI-SRC-027AGI-SRC-028 | SECTOR, NOT SECURITY |
AGI-SECTOR-013Robotics and industrial automation | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-021 | SECTOR, NOT SECURITY |
AGI-SECTOR-014Goods manufacturing and industrial services | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-012AGI-SRC-021 | SECTOR, NOT SECURITY |
AGI-SECTOR-015Logistics, warehousing and transport | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-021AGI-SRC-017 | SECTOR, NOT SECURITY |
AGI-SECTOR-016Agriculture, food and precision farming | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-031AGI-SRC-029 | SECTOR, NOT SECURITY |
AGI-SECTOR-017Medicine, diagnostics and care | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-022 | SECTOR, NOT SECURITY |
AGI-SECTOR-018Biotechnology, medicines and scientific tools | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-023 | SECTOR, NOT SECURITY |
AGI-SECTOR-019Education, reskilling and assessment | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-024AGI-SRC-029 | SECTOR, NOT SECURITY |
AGI-SECTOR-020Construction, modular housing and retrofits | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-030AGI-SRC-012 | SECTOR, NOT SECURITY |
AGI-SECTOR-021Offices and standard commercial real estate | Demand destruction | no map | No canonical role | AGI-SRC-013AGI-SRC-017 | SECTOR, NOT SECURITY |
AGI-SECTOR-022Applied software and SaaS | Application layer | direct | ROLE-enterpriseEnterprise deployment | AGI-SRC-007AGI-SRC-008AGI-SRC-011 | SECTOR, NOT SECURITY |
AGI-SECTOR-023Routine BPO, data entry and human support | Displacement risk | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-009AGI-SRC-010AGI-SRC-014 | SECTOR, NOT SECURITY |
AGI-SECTOR-024Legal, accounting and consulting services | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-009AGI-SRC-013AGI-SRC-028 | SECTOR, NOT SECURITY |
AGI-SECTOR-025Banking, insurance and asset management | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-027AGI-SRC-014 | SECTOR, NOT SECURITY |
AGI-SECTOR-026Media, advertising, content and translation | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-025AGI-SRC-028 | SECTOR, NOT SECURITY |
AGI-SECTOR-027Retail, e-commerce and marketplaces | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-025AGI-SRC-029 | SECTOR, NOT SECURITY |
AGI-SECTOR-028Public services, security and defense infrastructure | Downstream transformation | adjacent | ROLE-enterpriseEnterprise deployment | AGI-SRC-026AGI-SRC-028AGI-SRC-029 | SECTOR, NOT SECURITY |
AGI-SECTOR-029Leisure, tourism, sport and personal services | Second-order demand | no map | No canonical role | AGI-SRC-017AGI-SRC-029 | SECTOR, NOT SECURITY |
AGI-SECTOR-030Telecommunications and digital access | Infrastructure enabler | direct | ROLE-networkNetworking | AGI-SRC-029AGI-SRC-005 | SECTOR, NOT SECURITY |
P06-SRC.4 · FORWARD MONITORING CONTRACTS
A research question earns a clock before it earns an answer.
Fifteen workbook questions specify exactly what to observe, from which registered source, at what recommended cadence, in which unit, against which comparison and when the evidence expires. This immutable contract artifact itself created no observations; the separate P06-OBS ledger below now runs the clocks.

SOURCE FIT / EVIDENCE
Source fit is not hidden
A registered URL can identify the research starting point without directly measuring the requested field. Proxy and baseline-only bindings remain explicit until better evidence replaces them.
- DIRECT
- 4 · direct measurements
- PARTIAL_PROXY
- 7 · partial proxies
- BASELINE_ONLY
- 4 · baseline-only sources
CADENCE / RECOMMENDED ONLY
Recommended clocks
- 30D
- 5 · monthly
- 90D
- 8 · quarterly
- EVENT
- 1 · event-driven
- 90D + EVENT
- 1 · quarterly + event
FORWARD RECEIPT / REQUIRED FIELDS
What every observation must carry
No metric may appear as zero merely because it is missing. A receipt must preserve the dated evidence URL, field values, baseline, epistemic state, materiality result, expiry, limitations and content hash.
observationIdmonitorIdobservedAtperiodsourceIdevidenceUrlfieldValuescomparisonBaselineIdevidenceStatematerialityStateexpiresAtlimitationscontentHashInspect all 15 monitoring contracts · 15
| Research topic | Metric | Fields / units | Source fit | Cadence / expiry | Execution state |
|---|---|---|---|---|---|
AGI-MON-001Autonomy | Share of multi-day tasks completed to quality without intervention | qualifiedMultiDayTaskCompletionRatePERCENT_OF_TASKSinterventionRatePERCENT_OF_TASKS | DIRECTAGI-SRC-003 · METR ↗ | quarterly120d MAX AGE | contract freeze |
AGI-MON-002Agent economics | Total cost of an accepted outcome | acceptedOutcomeTotalCostUSD_PER_ACCEPTED_OUTCOMEqualityAcceptanceRatePERCENT_OF_OUTPUTS | PARTIAL PROXYAGI-SRC-011 · METR ↗ | monthly45d MAX AGE | contract freeze |
AGI-MON-003Commercial adoption | Paid-customer retention and repeated use | paidCustomerRetentionRatePERCENT_OF_CUSTOMERSrepeatedUseRatePERCENT_OF_CUSTOMERSdiscountAdjustedContractValueSOURCE_CURRENCY | PARTIAL PROXYAGI-SRC-012 · Federal Reserve Bank of Atlanta ↗ | quarterly120d MAX AGE | contract freeze |
AGI-MON-004Infrastructure economics | CapEx, utilization and free cash flow | capitalExpenditureSOURCE_CURRENCYutilizationRatePERCENT_OF_CAPACITYfreeCashFlowSOURCE_CURRENCY | PARTIAL PROXYAGI-SRC-007 · U.S. Securities and Exchange Commission / Alphabet ↗ | quarterly120d MAX AGE | contract freeze |
AGI-MON-005Power supply | Commissioned MW and interconnection lead time | commissionedCapacityMEGAWATTSinterconnectionLeadTimeMONTHS | PARTIAL PROXYAGI-SRC-005 · International Energy Agency ↗ | quarterly120d MAX AGE | contract freeze |
AGI-MON-006Electrical equipment | Backlog conversion into revenue and cash flow | backlogToRevenueConversionRatePERCENT_OF_BACKLOGfreeCashFlowSOURCE_CURRENCYoperatingMarginPERCENT_OF_REVENUE | PARTIAL PROXYAGI-SRC-019 · Eaton ↗ | quarterly120d MAX AGE | contract freeze |
AGI-MON-007Chips and memory | Utilization, pricing, inventories and capital expenditure | utilizationRatePERCENT_OF_CAPACITYaverageSellingPriceIndexINDEXinventoryDaysDAYScapitalExpenditureSOURCE_CURRENCY | PARTIAL PROXYAGI-SRC-006 · NVIDIA ↗ | quarterly120d MAX AGE | contract freeze |
AGI-MON-008Labor market | Hiring of young and experienced workers by AI exposure | youngWorkerHiringRatePERCENT_OF_COHORTexperiencedWorkerHiringRatePERCENT_OF_COHORTaiExposureHiringGapPERCENTAGE_POINTS | DIRECTAGI-SRC-013 · Stanford Digital Economy Lab ↗ | monthly45d MAX AGE | contract freeze |
AGI-MON-009Income distribution | Real income, consumption and labor-income share | realHouseholdIncomeIndexINDEXrealConsumptionIndexINDEXlaborIncomeSharePERCENT_OF_INCOME | BASELINE ONLYAGI-SRC-017 · International Monetary Fund ↗ | quarterly120d MAX AGE | contract freeze |
AGI-MON-010Robotics | Productive hours, reliability and manual interventions | productiveHoursPerInstalledUnitHOURS_PER_UNITuptimeRatePERCENT_OF_TIMEmanualInterventionsPerHundredHoursCOUNT_PER_100_HOURS | PARTIAL PROXYAGI-SRC-021 · International Federation of Robotics ↗ | monthly45d MAX AGE | contract freeze |
AGI-MON-011Medicine and biotech | Independently confirmed clinical outcome | independentlyReplicatedClinicalEndpointSOURCE_DEFINED_EFFECTregulatoryDecisionCATEGORICAL_STATEreimbursementStatusCATEGORICAL_STATE | BASELINE ONLYAGI-SRC-023 · U.S. National Library of Medicine / PubMed ↗ | event-driven30d MAX AGE | contract freeze |
AGI-MON-012Asset valuation | Multiple and revisions to expected earnings | forwardEarningsMultipleMULTIPLE_XconsensusEpsRevisionPERCENT_CHANGEconsensusCoverageCOUNT | DIRECTAGI-SRC-018 · FactSet ↗ | monthly45d MAX AGE | contract freeze |
AGI-MON-013Financial resilience | Debt, maturities and customer concentration | netDebtSOURCE_CURRENCYweightedAverageDebtMaturityYEARSlargestCustomerConcentrationPERCENT_OF_REVENUE | BASELINE ONLYAGI-SRC-027 · Financial Stability Board ↗ | quarterly120d MAX AGE | contract freeze |
AGI-MON-014Housing and manufacturing | Fully loaded occupancy cost, margin, defects and paid orders | fullyLoadedOccupancyCostSOURCE_CURRENCY_PER_UNITgrossMarginPERCENT_OF_REVENUEdefectRatePERCENT_OF_UNITSpaidOrderConversionPERCENT_OF_ORDERS | BASELINE ONLYAGI-SRC-030 · World Bank and RDNA5 partners ↗ | monthly45d MAX AGE | contract freeze |
AGI-MON-015Regulation and access | Effective requirements, permits, data and supply restrictions | effectiveRequirementCountCOUNTpermitStatusCATEGORICAL_STATEdataRestrictionStateCATEGORICAL_STATEsupplyRestrictionStateCATEGORICAL_STATE | DIRECTAGI-SRC-028 · European Commission AI Act Service Desk ↗ | quarterly + event120d MAX AGE | contract freeze |
P06-OBS.1 · FIRST FORWARD RECEIPTS
The clocks started. The machine refused to invent the answers.
The first prospective run addressed all fifteen frozen monitoring contracts. Fourteen official source objects produced transport baselines; Eaton timed out. All forty-five requested fields remain explicitly unobserved until a registered deterministic extractor can bind a value to a precise evidence locator.

EVIDENCE PIPELINE / LATEST RUN
What advanced—and what did not
- 01Source capture
A dated hash proves what the machine retrieved after the contract freeze. The source body is neither stored nor republished.
2/2 - 02Metric extraction
Blocked. No registered extractor means no value—even when the source loads successfully.
0/7 - 03Materiality
Not assessed. A transport receipt cannot strengthen or weaken an investment thesis.
0 - 04Economic graph
No event created. No Daily Answer, issuer verdict, valuation, weight or trade followed.
0
Inspect all 15 forward receipts · 15
AGI-MON-001BASELINE CAPTUREDAutonomy
Share of multi-day tasks completed to quality without intervention
- source baseline
- Task-Completion Time Horizons of Frontier AI Models ↗
- field state
- 2 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-12-09T17:59:59.416Z
AGI-MON-002BASELINE CAPTUREDAgent economics
Total cost of an accepted outcome
- field state
- 2 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-10-10T17:59:59.416Z
AGI-MON-003BASELINE CAPTUREDCommercial adoption
Paid-customer retention and repeated use
- source baseline
- Firm Data on AI, Working Paper 2026-3 ↗
- field state
- 3 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-12-09T17:59:59.416Z
AGI-MON-004BASELINE CAPTUREDInfrastructure economics
CapEx, utilization and free cash flow
- source baseline
- Form 10-Q for the quarter ended June 30, 2026 ↗
- field state
- 3 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-12-09T17:59:59.416Z
AGI-MON-005BASELINE CAPTUREDPower supply
Commissioned MW and interconnection lead time
- source baseline
- Key Questions on Energy and AI: Executive summary ↗
- field state
- 2 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-12-09T17:59:59.416Z
AGI-MON-006SOURCE UNAVAILABLEElectrical equipment
Backlog conversion into revenue and cash flow
- source baseline
- Record Second Quarter 2026 Results ↗
- field state
- 3 × SOURCE UNAVAILABLE
- why evidence is blocked
- RETRIEVAL FAILED
- next cadence gate
- 2026-12-09T17:59:59.416Z
AGI-MON-007BASELINE CAPTUREDChips and memory
Utilization, pricing, inventories and capital expenditure
- source baseline
- Financial Results for Second Quarter Fiscal 2027 ↗
- field state
- 4 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-12-09T17:59:59.416Z
AGI-MON-008BASELINE CAPTUREDLabor market
Hiring of young and experienced workers by AI exposure
- source baseline
- No Widespread Displacement, but the AI Employment Gap for Young Workers Has Widened to 19% ↗
- field state
- 3 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-10-10T17:59:59.416Z
AGI-MON-009BASELINE CAPTUREDIncome distribution
Real income, consumption and labor-income share
- source baseline
- Global Economic and Financial Implications of Artificial Intelligence: Lessons from a Scenario Planning Exercise ↗
- field state
- 3 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-12-09T17:59:59.416Z
AGI-MON-010BASELINE CAPTUREDRobotics
Productive hours, reliability and manual interventions
- field state
- 3 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-10-10T17:59:59.416Z
AGI-MON-011BASELINE CAPTUREDMedicine and biotech
Independently confirmed clinical outcome
- source baseline
- A generative AI-discovered TNIK inhibitor for idiopathic pulmonary fibrosis: a randomized phase 2a trial ↗
- field state
- 3 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-09-19T15:46:59.157Z
AGI-MON-012BASELINE CAPTUREDAsset valuation
Multiple and revisions to expected earnings
- source baseline
- Earnings Insight ↗
- field state
- 3 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-10-10T17:59:59.416Z
AGI-MON-013BASELINE CAPTUREDFinancial resilience
Debt, maturities and customer concentration
- source baseline
- Monitoring Adoption of Artificial Intelligence and Related Vulnerabilities in the Financial Sector ↗
- field state
- 3 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-12-09T17:59:59.416Z
AGI-MON-014BASELINE CAPTUREDHousing and manufacturing
Fully loaded occupancy cost, margin, defects and paid orders
- field state
- 4 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-10-10T17:59:59.416Z
AGI-MON-015BASELINE CAPTUREDRegulation and access
Effective requirements, permits, data and supply restrictions
- source baseline
- Timeline for the Implementation of the EU AI Act ↗
- field state
- 4 × NOT EXTRACTED
- why evidence is blocked
- EXTRACTOR NOT REGISTERED
- next cadence gate
- 2026-09-19T15:46:59.157Z
P06-OBS.2 · DETERMINISTIC EXTRACTOR AUDIT
One verified metric beats eleven invented ones.
The four “direct” source bindings were tested field by field against the primary pages. Only the FactSet S&P 500 forward 12-month P/E has an exact labeled, one-match extraction contract. Eleven fields remain blocked because the source measures a different construct, omits the value or the frozen field is underspecified.

AGI-MON-001Autonomy
Share of multi-day tasks completed to quality without intervention
- CONTRACT AMENDMENT REQUIRED
qualifiedMultiDayTaskCompletionRatePERCENT_OF_TASKSMETR reports 50% and 80% task-completion time horizons, not the share of multi-day tasks completed without intervention.
SOURCE_MEASURES_DIFFERENT_CONSTRUCT - CONTRACT AMENDMENT REQUIRED
interventionRatePERCENT_OF_TASKSThe source does not publish an intervention-rate field under the frozen definition.
REQUIRED_VALUE_NOT_REPORTED
AGI-MON-008Labor market
Hiring of young and experienced workers by AI exposure
- CONTRACT AMENDMENT REQUIRED
youngWorkerHiringRatePERCENT_OF_COHORTStanford identifies reduced hiring as a mechanism but does not publish the requested young-worker hiring rate on the bound page.
REQUIRED_VALUE_NOT_REPORTED - CONTRACT AMENDMENT REQUIRED
experiencedWorkerHiringRatePERCENT_OF_COHORTThe page says experienced workers show no comparable employment gap; that is not a hiring rate.
REQUIRED_VALUE_NOT_REPORTED - CONTRACT AMENDMENT REQUIRED
aiExposureHiringGapPERCENTAGE_POINTSThe reported 19% figure is an employment gap relative to a counterfactual, not the frozen hiring-gap field.
SOURCE_MEASURES_DIFFERENT_CONSTRUCT
AGI-MON-012Asset valuation
Multiple and revisions to expected earnings
- EXTRACTOR REGISTERED
forwardEarningsMultipleMULTIPLE_XAn exact labeled value can be extracted with one-match and numeric-range guards.
AGI-EXT-FACTSET-SP500-FWD-PE-001 - CONTRACT AMENDMENT REQUIRED
consensusEpsRevisionPERCENT_CHANGEFactSet reports changes in estimated index earnings growth, but the contract does not define how to convert that into one consensus EPS revision value.
FIELD_SEMANTICS_UNDERSPECIFIED - CONTRACT AMENDMENT REQUIRED
consensusCoverageCOUNTThe contract does not define whether coverage means analysts, companies, estimates or the percentage of reporters.
FIELD_SEMANTICS_UNDERSPECIFIED
AGI-MON-015Regulation and access
Effective requirements, permits, data and supply restrictions
- CONTRACT AMENDMENT REQUIRED
effectiveRequirementCountCOUNTThe EU timeline lists milestones, not a canonical count of effective requirements under the frozen field definition.
FIELD_SEMANTICS_UNDERSPECIFIED - CONTRACT AMENDMENT REQUIRED
permitStatusCATEGORICAL_STATENo jurisdiction, system class or finite state vocabulary is defined for permitStatus.
FIELD_SEMANTICS_UNDERSPECIFIED - CONTRACT AMENDMENT REQUIRED
dataRestrictionStateCATEGORICAL_STATEThe timeline cannot produce one data-restriction state without a jurisdiction and rule taxonomy.
FIELD_SEMANTICS_UNDERSPECIFIED - CONTRACT AMENDMENT REQUIRED
supplyRestrictionStateCATEGORICAL_STATEThe EU implementation timeline is not a defined measure of model, chip or service supply restrictions.
FIELD_SEMANTICS_UNDERSPECIFIED
P06-OBS.3 · PROSPECTIVE COMPARISON RAIL
One number starts the clock. Only the second may say “change.”
The exact FactSet forward-P/E extractor is now armed prospectively. Old transport receipts remain ineligible. The first new value becomes a sealed baseline; a second comparable value may be classified only by the frozen 0.5-turn rule.

ACTIVE SERIES · AGI-MON-012
S&P 500 forward 12-month P/E
- Next eligible gate
- 2026-10-15T18:39:12.091Z
- Materiality rule
- ±0.5× · 19.1× · NOT_ASSESSED
A 0.5-turn move is an operational materiality threshold, not a fair-value estimate. A lower forward multiple increases scenario-error capacity; a higher multiple reduces it.
- 01Extractor activated
Prospective only. No old receipt can be reprocessed.
- 02First exact value
Becomes baseline, never a trend or signal.
- 03Second comparable value
Applies strengthens, weakens or no-material-change.
- 04Capital firewall
Classification cannot resize a position or authorize a trade.
P06-OBS.4 · MATERIAL-EVENT ADMISSION
Research may enter. Capital stays outside.
A second comparison still does not become a conclusion by default. The frozen gate admits only a prospective, direct and threshold-crossing change. Even then it enters the Economic Graph as a broad-market expectation proxy and the Daily Answer as evidence to recheck—not as AGI causality, fair value or an order.

- 01Exact comparison
Same series, source, unit and extractor version. No backfill.
- 02Materiality gate
Only strengthens or weakens crosses. Baseline and no-change stop.
- 03Economic Graph
Routes only to EXPECTATION_GAP—never directly to an issuer or security.
- 04Daily Answer queue
AI must reopen the source and independently interpret economic relevance.
No event has passed this gate. That is the correct live state before the second eligible material comparison.
P06-OBS.5 · AUDIT BEFORE HANDOFF
The control plane is complete. Its live record is not.
The final observation build audits four different questions without collapsing them into one green badge: did the clocks run, did extractors preserve meaning, were corrections visible, and did any admitted event prove useful downstream?

BASELINE ONLY INSUFFICIENT HISTORY
Cadence reliability
One complete bootstrap window proves receipt coverage for that run—not operating reliability across time.ARMED NO SUFFICIENT LIVE SAMPLE
Extractor drift
One deterministic extractor is fingerprinted, but zero live values cannot prove that its source pattern is stable.NO CORRECTIONS RECORDED
Correction history
No correction receipt exists. That means “none recorded,” not “the data is perfect.” Future corrections must be append-only and name the prior hash.UNTESTED NO ADMITTED EVENT
Downstream utility
No material event has entered the graph or Daily Answer. The route is wired; production utility remains untested.- INSUFFICIENT CADENCE HISTORY0 scheduled windows and 7.9076 calendar days observed4 / 3
- INSUFFICIENT LIVE EXTRACTOR SAMPLE0 comparable receipts; 11 schema gaps remain1 / 3
- DOWNSTREAM UTILITY UNTESTED0 graph bindings and 0 Daily Answer uses0 / 1
P07 HANDOFF OPEN
READY WITH VISIBLE LIVE EVIDENCE BLOCKERS
P07 may reuse contracts, lineage, extractor fingerprints and append-only receipts now. It may not inherit a reliability claim, investment conclusion or alpha claim.
P06-SRC.5 · SOURCE-BOUND CLAIM RECORDS
A number earns a claim record before it earns belief.
Twenty-two numeric rows from the private workbook now preserve their value, unit, period, epistemic state, source identity, limitation and falsifier. Normalization makes them auditable; it does not verify the claim or admit it to the Economic Graph or Daily Answer.

EPISTEMIC TAXONOMY
What kind of knowledge is each number?
- REPORTED_FACT9
reported fact
- SYSTEMIC_ESTIMATE6
systemic estimate
- MODEL_FORECAST1
model forecast
- EMPIRICAL_RESULT1
empirical result
- SAMPLE_DESCRIPTOR1
sample descriptor
- MARKET_SNAPSHOT3
market snapshot
- INDUSTRY_STATISTIC1
industry statistic
Inspect all 22 claim records · 22
| Claim / typed value | Epistemic state / period | Source / access | Scope limitation | Failure test | Admission |
|---|---|---|---|---|---|
AGI-CLAIM-001U.S. private investment in AI was USD 285.9 billion in 2025.285.9 USD bn | systemic estimate2025 | AGI-SRC-001 · Stanford Institute for Human-Centered Artificial IntelligenceREACHABLE ↗ | This is neither industry revenue nor all global spending. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-002NVIDIA reported USD 96.221 billion of revenue for Q2 FY2027.96.221 USD bn | reported factQ2 FY2027, through 2026-07-26 | AGI-SRC-006 · NVIDIAREACHABLE ↗ | This is total company revenue. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-003NVIDIA reported USD 89.0 billion of Data Center revenue for Q2 FY2027.89 USD bn | reported factQ2 FY2027 | AGI-SRC-006 · NVIDIAREACHABLE ↗ | Data Center is part of company revenue and must not be added to it. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-004NVIDIA reported a 75% GAAP gross margin for Q2 FY2027.75 % | reported factQ2 FY2027 | AGI-SRC-006 · NVIDIAREACHABLE ↗ | A historical margin is not guaranteed in future periods. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-005Microsoft reported USD 90.0 billion of revenue for FY2026 Q4.90 USD bn | reported factFY2026 Q4, through 2026-06-30 | AGI-SRC-008 · MicrosoftREACHABLE ↗ | This is total company revenue, not AI-only revenue. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-006Alphabet reported approximately USD 39.1 billion of operating cash flow for Q2 2026.39.1 USD bn | reported factQ2 2026 | AGI-SRC-007 · U.S. Securities and Exchange Commission / AlphabetREACHABLE ↗ | The amount covers three months and is rounded. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-007Alphabet reported approximately USD 44.9 billion of capital expenditure for Q2 2026.44.9 USD bn | reported factQ2 2026 | AGI-SRC-007 · U.S. Securities and Exchange Commission / AlphabetREACHABLE ↗ | The spending is primarily technical infrastructure, not AGI alone. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-008Data centers consumed an estimated 485 TWh of electricity in 2025.485 TWh | systemic estimate2025 | AGI-SRC-005 · International Energy AgencyREACHABLE ↗ | This covers all data centers, not only AGI workloads. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-009The IEA central forecast places data-center electricity use at 950 TWh in 2030.950 TWh | model forecast2030 | AGI-SRC-005 · International Energy AgencyREACHABLE ↗ | This is a future scenario, not an observation. | The cited publication must contain this forecast; accuracy resolves only against future comparable data. | source-bound · not line-verified |
AGI-CLAIM-010Approximately 25% of global employment has some exposure to generative AI.25 % | systemic estimate2025 estimate | AGI-SRC-009 · International Labour OrganizationREACHABLE ↗ | Exposure to GenAI does not equal job loss. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-011Approximately 3.3% of global employment falls in the highest generative-AI exposure category.3.3 % | systemic estimate2025 estimate | AGI-SRC-009 · International Labour OrganizationREACHABLE ↗ | This is a methodological category, not a forecast of job losses. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-012A field study measured a 15% increase in resolved support cases per hour after AI assistance.15 % | empirical resultstudy published 2025 | AGI-SRC-010 · Oxford University Press / Quarterly Journal of EconomicsACCESS_CONTROLLED ↗ | The outcome is resolved cases per hour at one company. | The same source, definition, period or unit reports a materially different value. | source access blocked |
AGI-CLAIM-013The support-agent study included 5,172 participants.5,172 people | sample descriptorstudy published 2025 | AGI-SRC-010 · Oxford University Press / Quarterly Journal of EconomicsACCESS_CONTROLLED ↗ | This is not total industry employment. | The same source, definition, period or unit reports a materially different value. | source access blocked |
AGI-CLAIM-014The employment gap for young workers in AI-exposed occupations widened to 19% through June 2026.19 % | systemic estimatethrough 2026-06 | AGI-SRC-013 · Stanford Digital Economy LabREACHABLE ↗ | This is a gap from a comparison trajectory, not a causal estimate. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-015The S&P 500 forward P/E was 19.5x on 2026-09-04.19.5 x | market snapshot2026-09-04 | AGI-SRC-018 · FactSetREACHABLE_REDIRECT ↗ | The multiple uses forecast earnings for the next twelve months. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-016The five-year average S&P 500 forward P/E was 19.8x in the 2026-09-04 FactSet issue.19.8 x | market snapshotissue dated 2026-09-04 | AGI-SRC-018 · FactSetREACHABLE_REDIRECT ↗ | This is not an estimate of fair value. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-017The ten-year average S&P 500 forward P/E was 19.0x in the 2026-09-04 FactSet issue.19 x | market snapshotissue dated 2026-09-04 | AGI-SRC-018 · FactSetREACHABLE_REDIRECT ↗ | This does not guarantee mean reversion. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-018Eaton reported 14% year-over-year organic sales growth for Q2 2026.14 % | reported factQ2 2026, year over year | AGI-SRC-019 · EatonTRANSIENT_TIMEOUT ↗ | Not all growth was caused by AI demand. | The same source, definition, period or unit reports a materially different value. | source access blocked |
AGI-CLAIM-019Eaton reported 43% year-over-year growth in Electrical segment backlog for Q2 2026.43 % | reported factQ2 2026, year over year | AGI-SRC-019 · EatonTRANSIENT_TIMEOUT ↗ | Backlog is not revenue. | The same source, definition, period or unit reports a materially different value. | source access blocked |
AGI-CLAIM-020Schneider Electric reported EUR 21.2 billion of revenue for H1 2026.21.2 EUR bn | reported factH1 2026 | AGI-SRC-020 · Schneider ElectricREACHABLE ↗ | This is a half-year value, not a quarterly value. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-021Factories installed 542,000 new industrial robots in 2024.542,000 units | industry statistic2024, report published 2025 | AGI-SRC-021 · International Federation of RoboticsREACHABLE ↗ | These are not general-purpose humanoid robots. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
AGI-CLAIM-022Ukraine's recovery and reconstruction needs were estimated at USD 588 billion over the next decade as of 2025-12-31.588 USD bn | systemic estimateas of 2025-12-31; next ten years | AGI-SRC-030 · World Bank and RDNA5 partnersREACHABLE ↗ | Needs are neither guaranteed financing nor a modular-housing TAM. | The same source, definition, period or unit reports a materially different value. | source-bound · not line-verified |
P06-SRC.6 · CHINA PDF CLAIM MAP
A page can support a claim. It cannot choose a stock.
Two private local source copies now have reproducible source hashes, deterministic text-map hashes and exact page-line addresses. Eight contextual claims are auditable; only two short excerpts are republished under the rights budget.

SOURCE HASH → TEXT MAP HASH
Source-object control
China’s Artificial Intelligence
National Intelligence University
- information cutoff
- 2020-12-31
- public excerpt budget
- 15 / 25 WORDS
SRC 7075b80d01f5…MAP 8668bc00c5b1…Open source ↗From Chips to Cognition: Mapping Opportunities in China’s AI Ecosystem
Franklin Templeton Institute
- information cutoff
- 2026-09
- public excerpt budget
- 9 / 25 WORDS
SRC b30d6be9c0f5…MAP 2be3dcc9746e…Open source ↗PAGE:LINE → CLAIM → LIMITATION
Eight claims at exact coordinates
CN-PDF-CLAIM-001P0022:L0003-L0006NIU models the AI ecosystem as applications, industrial base, academic research, private companies, talent and government support, with associations and alliances acting as integrators.
Citation-only address · e25935805578c145…
CN-PDF-CLAIM-002P0022:L0020-L0023The monograph describes a historical adoption feedback loop in which real-world use can improve applications and better applications can increase adoption.
Permitted short excerpt · 15 WORDS“quality applications drive increased adoption of AI technology, and increased adoption builds higher quality applications.”
CN-PDF-CLAIM-003P0023:L0015-L0019The historical framework treats sensors, communications networks and semiconductors as basic resources required by AI technologies.
Citation-only address · 1475fd9ed5481e99…
CN-PDF-CLAIM-004P0023:L0027-L0033NIU identifies the power grid as an often-overlooked component of the AI ecosystem and as critical infrastructure for a digital economy.
Citation-only address · 22fbaf7644bc8f4b…
CN-PDF-CLAIM-005P0001:L0026-L0029Franklin Templeton explicitly separates strategic relevance from shareholder value and requires moat, cash generation and valuation to be assessed separately.
Permitted short excerpt · 9 WORDS“Strategic relevance is not the same as shareholder value.”
CN-PDF-CLAIM-006P0002:L0005-L0008The paper’s three lenses separate strategic capability, the source of economic rent and security-level investability, resilience and valuation.
Citation-only address · 47d07a62b7f7db36…
CN-PDF-CLAIM-007P0004:L0019-L0025The opportunity lens proposes useful intelligence per dollar and suggests that falling unit costs may shift value toward orchestration, installed compute, power, memory, packaging, proprietary data and workflows.
Citation-only address · 51fb8deb51867901…
CN-PDF-CLAIM-008P0005:L0012-L0018Security selection is framed on substitution horizon and funding resilience, including the ability to fund R&D and capex through a downcycle without distress or repeated dilution.
Citation-only address · 476f566a512ce07c…
Reproducible evidence chain
CLAIMS_ADDRESSED_CONTEXT_ONLY_NOT_GRAPH_ADMITTED- SOURCE OBJECT
- DETERMINISTIC TEXT MAP
- PAGE:LINE LOCATOR
- CONTEXTUAL CLAIM
- ADMISSION STOP
P06-NET.3 · AGI ECONOMIC GRAPH
A ticker is the last node, not the first.
The map separates verified identities from causal hypotheses, then waits for sealed events. It asks how a lab signal could travel through adoption, physical demand, scarcity, revenue, owner cash and market expectations.
Sealed event rail
2/9 ROUTEDSeven questions before price
CAPABILITY → PRICE- 01Capability→
Did a measurable capability change?
- 02Adoption→
Who pays, deploys or changes workflow?
- 03Physical demand→
Which compute, network, site or power load follows?
- 04Bottleneck→
Where does scarcity or bargaining power migrate?
- 05Revenue→
Which legal entity records incremental revenue?
- 06Owner cash→
What remains after capex, dilution and financing?
- 07Expectation gap
What may price and consensus already imply?
Example research routes
These are routes to test—not corporate relationships, valuations, recommendations or portfolio weights.
Machine taxonomy
Identity proves what an instrument is. A hypothesis proposes where to investigate causality. Neither is an observed economic fact or a capital instruction.
- Labs4
- Causal stages7
- Causal roles9
- Organizations32
- Securities40
- Venues7
- Evidence sources4
- Sealed events9
- Verified identity80
- Monitoring origin8
- Research hypothesis47
- Sealed event binding4
P06-NET.4 · CANONICAL DISTRIBUTION
One object. Five surfaces. Zero semantic drift.
The adapter layer packages a sealed Daily Answer for the site, Telegram, X, LinkedIn and video. It may omit whole fields and declare the omission; it may not paraphrase a canonical field, drop a source from the manifest or change the capital boundary.

Canonical object
CANONICAL_OBJECT_PACKAGED_NOT_POSTED- OUTCOME
- EVIDENCE_BLOCKED
- CAPITAL STATE
- NO_CAPITAL_ACTION
- SOURCES
- 1
One lineage, not five narratives
HASH → HASH → HASH- 01Dated sources→
- 02Sealed Daily Answer→
- 03Economic Graph event→
- 04Deterministic adapter→
- 05External account gate
Channel contracts
Account publishing gate remains closedResearch site
The complete canonical object, all seven fields and the full source manifest.
- Preserves
- source manifest · epistemic state · capital state · revision ID
- May omit
- all seven fields
Telegram brief
A bounded brief assembled from intact fields; anything omitted remains declared in the package.
- Preserves
- source manifest · epistemic state · capital state · revision ID
- May omit
- whole fields only
X signal
A short canonical pointer: date, outcome, capital state, revision and link—no compressed new claim.
- Preserves
- source manifest · epistemic state · capital state · revision ID
- May omit
- canonical pointer only
LinkedIn note
A capital-facing note made only from intact canonical fields and the same evidence manifest.
- Preserves
- source manifest · epistemic state · capital state · revision ID
- May omit
- whole fields only
Video evidence script
A bounded evidence script; visuals may explain structure but cannot add a factual claim.
- Preserves
- source manifest · epistemic state · capital state · revision ID
- May omit
- whole fields only
Prepared output for this language · 5
AGI DAILY ANSWER · 2026-09-17 EVIDENCE_BLOCKED · NO_CAPITAL_ACTION OBSERVED DELTA The current-day evidence packet is not eligible: the newest machine report is 2026-09-17T12:26:41.408Z. No claim about today's AGI delta is made. EVIDENCE The system exposes a stale or absent input instead of converting it into a fact. ECONOMIC MECHANISM The causal chain stops before economic interpretation because current evidence is unavailable. CAPITAL MAP No layer, entity or security is upgraded, downgraded or proposed for action. EXPECTATION GAP No expectation-gap conclusion is permitted without a current evidence packet. DECISION BOUNDARY NO CAPITAL ACTION. The evidence failure is visible and capital remains outside. NEXT TEST A current machine report with attributable sources passes the canonical schema before the next deadline. https://agihedge.fund/research/agi-markets-network/?revision=f377183b485c#daily-answer REV AGI-DA-2026-09-17-f377183b485c
AGI DAILY ANSWER · 2026-09-17 EVIDENCE_BLOCKED · NO_CAPITAL_ACTION OBSERVED DELTA The current-day evidence packet is not eligible: the newest machine report is 2026-09-17T12:26:41.408Z. No claim about today's AGI delta is made. ECONOMIC MECHANISM The causal chain stops before economic interpretation because current evidence is unavailable. DECISION BOUNDARY NO CAPITAL ACTION. The evidence failure is visible and capital remains outside. EVIDENCE The system exposes a stale or absent input instead of converting it into a fact. CAPITAL MAP No layer, entity or security is upgraded, downgraded or proposed for action. EXPECTATION GAP No expectation-gap conclusion is permitted without a current evidence packet. NEXT TEST A current machine report with attributable sources passes the canonical schema before the next deadline. https://agihedge.fund/research/agi-markets-network/?revision=f377183b485c#daily-answer REV AGI-DA-2026-09-17-f377183b485c
AGI DAILY ANSWER · 2026-09-17 EVIDENCE_BLOCKED · NO_CAPITAL_ACTION https://agihedge.fund/research/agi-markets-network/?revision=f377183b485c#daily-answer REV AGI-DA-2026-09-17-f377183b485c
AGI DAILY ANSWER · 2026-09-17 EVIDENCE_BLOCKED · NO_CAPITAL_ACTION OBSERVED DELTA The current-day evidence packet is not eligible: the newest machine report is 2026-09-17T12:26:41.408Z. No claim about today's AGI delta is made. ECONOMIC MECHANISM The causal chain stops before economic interpretation because current evidence is unavailable. CAPITAL MAP No layer, entity or security is upgraded, downgraded or proposed for action. EXPECTATION GAP No expectation-gap conclusion is permitted without a current evidence packet. DECISION BOUNDARY NO CAPITAL ACTION. The evidence failure is visible and capital remains outside. EVIDENCE The system exposes a stale or absent input instead of converting it into a fact. NEXT TEST A current machine report with attributable sources passes the canonical schema before the next deadline. https://agihedge.fund/research/agi-markets-network/?revision=f377183b485c#daily-answer REV AGI-DA-2026-09-17-f377183b485c
AGI DAILY ANSWER · 2026-09-17 EVIDENCE_BLOCKED · NO_CAPITAL_ACTION OBSERVED DELTA The current-day evidence packet is not eligible: the newest machine report is 2026-09-17T12:26:41.408Z. No claim about today's AGI delta is made. EVIDENCE The system exposes a stale or absent input instead of converting it into a fact. ECONOMIC MECHANISM The causal chain stops before economic interpretation because current evidence is unavailable. DECISION BOUNDARY NO CAPITAL ACTION. The evidence failure is visible and capital remains outside. NEXT TEST A current machine report with attributable sources passes the canonical schema before the next deadline. CAPITAL MAP No layer, entity or security is upgraded, downgraded or proposed for action. EXPECTATION GAP No expectation-gap conclusion is permitted without a current evidence packet. https://agihedge.fund/research/agi-markets-network/?revision=f377183b485c#daily-answer REV AGI-DA-2026-09-17-f377183b485c
P06-NET.5 · ALPHA HYPOTHESIS LEDGER
A story becomes research only when it can lose.
Every sealed Daily receipt receives an immutable admission decision. A hypothesis enters only when a material event is graph-bound, its evidence is eligible, its metric and magnitude are named, and its falsifier is frozen before the outcome.

- 01Daily event→
- 02Admission gate→
- 03Forecast seal→
- 04Forward clocks→
- 05Calibration
Latest admission receipt
2026-09-09The current Daily Answer was evidence-blocked. The ledger therefore recorded a refusal—not a synthetic prediction.
4055a4c81d1c0cfa14bcThe current Daily Answer was evidence-blocked. The ledger therefore recorded a refusal—not a synthetic prediction.
Four clocks, fixed before observation
FORECAST FROZEN → OBSERVE FORWARDWhat every admitted hypothesis must freeze
A frozen hypothesis is not alpha, a recommendation or an order. Alpha may be claimed only after enough prospective outcomes support calibrated, net-of-cost value.
- 01Sealed event + record hash
- 02Prediction stated before outcome
- 03Metric + official source
- 04Direction + minimum magnitude
- 05Primary horizon
- 06Falsifier + countercase
- 07Point-in-time baseline—not yet invented
P07.0 / CAPITAL CONSEQUENCE CONTRACT
A verified event is not a position. It must earn every bridge.
P07 opens before the next eligible event. The contract binds the P06 observation audit, Daily Answer, Economic Graph, Alpha Hypothesis Ledger and matched Core × Adaptive shadow experiment into one forward-only docket.

Ten gates from fact to future price
A later stage cannot repair an earlier failure. Missing evidence stops the route; it does not become a zero, estimate or bullish story.
- 01fact capturedPASSED
- 02evidence verifiedBLOCKED
- 03event graph boundPASSED
- 04hypothesis frozenNOT APPLICABLE
- 05point in time baseline attachedNOT APPLICABLE
- 06probabilistic underwriting updatedNOT APPLICABLE
- 07risk and costs mappedNOT APPLICABLE
- 08shadow capital proposal createdNOT APPLICABLE
- 09governance receipt hashedNOT APPLICABLE
- 10next eligible close pricedNOT APPLICABLE
FORWARD / APPEND-ONLY
Current forward dockets
no action evidence blocked
- DAILY HASH
f377183b485c3604…- GRAPH
- EVENT-2026-09-17
- HYPOTHESIS
- —
- VALUATION / PRICE
- —
no action evidence blocked
- DAILY HASH
84b8fd36fa2c46cc…- GRAPH
- EVENT-2026-09-16
- HYPOTHESIS
- —
- VALUATION / PRICE
- —
no action no material change
- DAILY HASH
359943b222c83edb…- GRAPH
- EVENT-2026-09-15
- HYPOTHESIS
- —
- VALUATION / PRICE
- —
no action no material change
- DAILY HASH
fe1439d735ef89fb…- GRAPH
- EVENT-2026-09-14
- HYPOTHESIS
- —
- VALUATION / PRICE
- —
no action evidence blocked
- DAILY HASH
2a4a83ad56583a3a…- GRAPH
- EVENT-2026-09-13
- HYPOTHESIS
- —
- VALUATION / PRICE
- —
no action evidence blocked
- DAILY HASH
616cc6240d488a02…- GRAPH
- EVENT-2026-09-12
- HYPOTHESIS
- —
- VALUATION / PRICE
- —
no action missed day
- DAILY HASH
48f12b98608ec074…- GRAPH
- EVENT-2026-09-11
- HYPOTHESIS
- —
- VALUATION / PRICE
- —
no action evidence blocked
- DAILY HASH
a6324f77da723056…- GRAPH
- EVENT-2026-09-10
- HYPOTHESIS
- —
- VALUATION / PRICE
- —
no action evidence blocked
- DAILY HASH
a9752dde230263f3…- GRAPH
- EVENT-2026-09-09
- HYPOTHESIS
- —
- VALUATION / PRICE
- —
FUTURE DOCKET / REQUIRED FIELDS
What a future consequence must contain
- 01sourceevent
- 02evidencemanifest
- 03causalroute
- 04affectedsecurities
- 05expectationbaseline
- 06operatingmetricdelta
- 07scenarioprobabilitydelta
- 08valuationdistributiondelta
- 09factorandliquidityimpact
- 10countercase
- 11falsifier
- 12expiry
- 13capitalstate
EXP-ALPHA-001
Matched shadow state
- forward observations
- 9
- governed decisions
- 0
- future-price receipts
- 0
- target mutations
- 0 / 0
P07.1 · FORWARD-ONLY ACTIVATION LINE
The next event cannot be chosen. It has to arrive.
P07 now has a timestamped one-way boundary. Earlier Daily Answers remain visible as excluded history; every later record is evaluated in canonical order. The first material event with exact graph and frozen-hypothesis lineage locks automatically. Until then, null outcomes stay null.

Only a Daily Answer recorded strictly after this timestamp can enter P07.1. Replaying an older winner is structurally impossible.
recordedAt ↑ · coverageDate ↑ · contentHash ↑ · the first eligible record locks the slot
P07.1 / APPEND-ONLY
Live intake queue
- DAILY
f377183b485c3604…- GRAPH
- EVENT-2026-09-17
- HYPOTHESIS
- —
- DAILY
84b8fd36fa2c46cc…- GRAPH
- EVENT-2026-09-16
- HYPOTHESIS
- —
- DAILY
359943b222c83edb…- GRAPH
- EVENT-2026-09-15
- HYPOTHESIS
- —
- DAILY
fe1439d735ef89fb…- GRAPH
- EVENT-2026-09-14
- HYPOTHESIS
- —
- DAILY
2a4a83ad56583a3a…- GRAPH
- EVENT-2026-09-13
- HYPOTHESIS
- —
- DAILY
616cc6240d488a02…- GRAPH
- EVENT-2026-09-12
- HYPOTHESIS
- —
- DAILY
48f12b98608ec074…- GRAPH
- EVENT-2026-09-11
- HYPOTHESIS
- —
P07.2 · BLOCKED UNTIL FIRST ELIGIBLE LIVE EVENT
P07.2 remains locked
A point-in-time expectation baseline may be requested only after one event is selected by sequence. This stage cannot attach the baseline itself.
5c3ec44ed6974ccbd343…P07.2 · POINT-IN-TIME EXPECTATION BASELINE
Freeze the belief before measuring the surprise.
A real event is useful only if we preserve what the market knew before it arrived. P07.2 arms a 24-hour automatic capture window and seven mandatory evidence lanes. Missing data blocks underwriting; it never becomes zero or a reconstructed memory.

24H / AUTOMATIC ONLY
The uncontaminated clock
Inherited from the exact Daily Answer recordedAt. No event has been selected yet.
24 hours after event lock. Retrieval may occur after the event only when the source proves an as-of time at or before the cutoff.
Last completed session strictly before the event. Same-session reaction cannot become the baseline.
Seven evidence lanes—or no baseline
BLOCKED_NO_SELECTED_LIVE_EVENTPre-event security close
market data
Consensus expectations
point in time vendor
Valuation multiple
point in time vendor
Company guidance
primary disclosure
Target metric reference
hypothesis source
Benchmark & factor state
market data
Risk-free rate
primary systematic
P07.3 · BLOCKED UNTIL COMPLETE POINT IN TIME BASELINE
Probabilistic underwriting remains closed
P07.3 opens only after all seven components are captured automatically inside the frozen window and sealed as one baseline.
13fee5cde386597b8dc2…P07.2B · AUTOMATIC ADAPTER PREFLIGHT
Seven evidence lanes. Three are ready. Two need the event. Two need a licence.
An automatic capture request is not an automatic baseline. This preflight binds every mandatory component to a route, cutoff rule, rights class and storage policy before the event. Unsupported lanes stay visibly blocked—no analyst may paste a convenient current value later.

The acquisition switchboard
WAITING_FOR_P07_2_REQUESTPre-event security close
Select the last completed session whose market date is strictly earlier than the event cutoff in the security's primary exchange timezone.
Consensus expectations
Accept only estimate vintages published no later than the event cutoff; later restatements are separate observations and cannot overwrite the baseline.
Valuation multiple
Freeze the declared numerator, denominator, period and security price using inputs available no later than the event cutoff.
Company guidance
Select the latest attributable guidance published no later than the event cutoff, or seal an explicit unavailable receipt after all declared primary routes are checked.
Hypothesis target metric
Use only the metric definition and pre-event observation already bound to the selected frozen hypothesis; refuse a metric introduced after selection.
Benchmark & factor state
Use the last completed benchmark sessions strictly before the cutoff and only factors frozen in the hypothesis before event selection.
Risk-free rate
Select the latest non-missing observation dated no later than the last completed pre-event market session; preserve the series observation date and retrieval time separately.
FAIL-CLOSED / 2 + 2
Why the complete baseline is still impossible
Issuer guidance and the relevant factor set cannot be bound until the immutable event/hypothesis identity exists.
Consensus vintages and the pre-event valuation denominator require a licensed point-in-time feed that passes anti-lookahead and redistribution tests.
P07.2C · BLOCKED UNTIL EVENT BINDING AND VENDOR QUALIFICATION
P07.2C stays closed
The first live request may execute only the valid routes. One missing lane prevents the seven-part baseline and therefore prevents P07.3 underwriting.
9f5a0b3f77faa7a77501…P07.2C · LIVE POINT-IN-TIME CAPTURE
The evidence chamber is armed. It will not invent an event.
The workflow now knows how to turn one immutable live-event request into seven ordered, timestamped and hash-chained receipts. Every lane reports either admissible evidence or a precise blocker. Six out of seven is not a baseline.

REQUEST → RECEIPTS → BASELINE
One request. One clock. One indivisible baseline.
- 01Daily Answer
Only a post-activation material change may enter.
- 02Event identity lock
The event and hypothesis hashes cannot be replaced.
- 0324-hour capture
Every retrieval must respect the original cutoff and deadline.
- 04Seven-receipt chain
Each component points to the preceding receipt.
- 05Complete baseline gate
One missing component keeps P07.3 closed.
Correctly empty
No qualifying post-activation event exists yet. Therefore the machine has created zero runs, zero receipts and zero baselines.
WAITING_FOR_P07_2_REQUEST3 / 2 / 2
What will happen when the first request arrives
3 source routes can execute immediately
2 routes bind to the selected event identity
2 routes remain blocked pending licensed point-in-time data
P07.3 · BLOCKED UNTIL COMPLETE SEVEN COMPONENT BASELINE
P07.3 remains closed by evidence—not by discretion.
The underwriting update becomes eligible only after all seven components are satisfied inside the same frozen window. Eligibility still grants no valuation, weight change or trade authority.
16e5a10f6c4dbaeeeed1…P07.3 · PRECOMMITTED PROBABILISTIC UNDERWRITING
Evidence may move probability. It still cannot move capital.
The update equation is now frozen before the first eligible event. A machine packet must bind the selected event, hypothesis, complete seven-part baseline and observed metric. Only then can a bounded Bayesian update be sealed.

PRIOR ODDS × LIKELIHOOD RATIO = POSTERIOR ODDS
The equation cannot change after seeing the event
- 01Frozen prior
The admitted hypothesis confidence is the only permitted starting probability.
- 02Measured surprise
Observed value is compared with the point-in-time consensus in the frozen target direction.
- 03Bounded Bayes
Prior odds × the precommitted likelihood ratio becomes posterior odds, capped at 5%–95%.
FIXED BEFORE EVENT / v1.0.0
Signal-to-likelihood table
| signal state | normalized surprise | likelihood ratio |
|---|---|---|
| FALSIFIER REACHED | < −1.00 | 0.20× |
| CONTRADICTORY | < -0.25 | 0.50× |
| NEUTRAL | < 0.25 | 1.00× |
| SUPPORTIVE | < 1.00 | 1.50× |
| THESIS CONFIRMING | ≥ 1.00 | 3.00× |
P07.4 · BLOCKED UNTIL HASH SEALED PROBABILISTIC UPDATE
P07.4 remains closed
Risk, liquidity, FX, costs and concentration may be mapped only after one exact probabilistic update is hash-sealed. A posterior alone is not a valuation or position.
385fcc6a7070c1ee2ccf…P07.4 · PRECOMMITTED RISK & COST MAPPING
Belief gets a ceiling. Not a cheque.
A posterior may enter this airlock only with machine-proven volatility, liquidity, factor, concentration and implementation-cost inputs. Five capacity limits compete; the smallest wins, hard limits reduce capacity to zero, and valuation still remains outside.

MINIMUM CAPACITY WINS
Five brakes compete before valuation
012.5% Single-name headroom
No research exposure may exceed 2.5% of the fixed $1m comparison capital.
020.75% Volatility capacity
Annual volatility contribution is capped at 0.75% of reference capital.
030.5% × 3D Liquidity capacity
At most 0.5% of 20-day ADV per day across three execution days.
0425% Layer headroom
The affected AGI layer may not exceed 25% of reference capital.
0540% Region headroom
One region may not exceed 40% of reference capital.
COST-BEFORE-ALLOCATION / 3× COVERAGE
Cost must be paid before edge can be claimed
Round trip = 2 × (half-spread + one-way impact + one-way fees) + horizon borrow. Gross expected edge must cover that total three times before P07.5 may propose shadow capital.
2 × (½ SPREAD + IMPACT + FEES) + BORROWP07.5 · BLOCKED UNTIL SEALED RISK COST MAP
P07.5 remains closed
A sealed map would still be only the maximum research envelope. P07.5 must independently build a point-in-time valuation distribution and prove expected edge above the cost hurdle before creating any shadow proposal.
5a674097d8c2773c40bd…P07.5 · SHADOW EXPECTED VALUE
A proposal can be calculated. It still cannot trade.
One point-in-time BEAR / BASE / BULL distribution must clear the full P07.4 cost hurdle. The surviving expected value is then bounded by quarter Kelly, the one-percent worst-case loss budget and the existing risk ceiling. The result is a research object—not a live portfolio weight.

MIN(RISK CEILING, ¼ KELLY, WORST-CASE LOSS CAPACITY)
Three independent limits must agree
- 01Expected value after cost
Each scenario is priced from the same timestamp. Probability-weighted gross edge must clear three times round-trip cost and remain positive after cost.
- 02Quarter-Kelly restraint
Expected net return divided by its probability-weighted squared return estimates full Kelly; the engine may use at most one quarter of a full, capped result.
- 03Worst-case loss capacity
The proposed shadow weight may not lose more than 1% of the fixed comparison capital in the BEAR outcome.
BEAR / BASE / BULL · SAME TIMESTAMP
Frozen valuation distribution
- intrinsic value
- —
- net return
- —
- intrinsic value
- —
- net return
- —
- intrinsic value
- —
- net return
- —
P07.6 · BLOCKED UNTIL SHADOW PROPOSAL SEALED
P07.6 remains closed
Independent evidence and risk review must approve the exact sealed object before the first future eligible close can price it. P07.5 itself cannot approve capital.
15394e8a5919153021f5…P07.6 · GOVERNANCE & FORWARD PRICING
Approval chooses the object. Time chooses the price.
Two independent scopes must sign the same proposal lineage before one GitHub-bound decision can admit it. If approved, the machine waits and selects the first completed regular-session close strictly after that decision—never a convenient historical price.

2 REVIEWS → 1 DECISION → 1 FUTURE CLOSE
Four locks before forward measurement
- 01Evidence integrity
A separate reviewer verifies the proposal, valuation and source lineage as one immutable object.
- 02Risk capacity
A second reviewer tests the sizing limits, downside capacity and modeled cost without changing them.
- 03Human governance
An exact GitHub-bound APPROVE, REJECT or DEFER decision carries a public rationale. No automatic approval.
- 04Future close
Only the first completed regular-session close after the decision may establish research units.
EXACT HASH / UNIQUE REVIEWERS
Independent review register
A separate reviewer verifies the proposal, valuation and source lineage as one immutable object.
—A second reviewer tests the sizing limits, downside capacity and modeled cost without changing them.
—t₀ < GOVERNANCE < t₁
The clock is part of the evidence
- REJECTKnown before decision
Rejected even if economically attractive.
- BOUNDARYGovernance timestamp
The immutable boundary from which eligibility begins.
- SELECTFirst completed close after
Selected mechanically from a complete calendar and market-data window.
P07.7 · BLOCKED UNTIL FORWARD SHADOW POSITION
P07.7 is finite and time-gated
The process audit opens only after 12 governed dockets, four forward-priced positions, four resolved outcomes and 90 elapsed days. One winner still cannot prove durable alpha.
ff54a7aaebe5583895f7…P07.7 · PROSPECTIVE DOCKET AUDIT
One winner is not alpha. Four gates must close first.
This final P07 stage is built now and deliberately unfinished. A hash-chained ledger must accumulate governed dockets, future-priced shadow positions, resolved outcomes and real elapsed time before the machine may audit its own process.

governed dockets
forward-priced positions
resolved outcomes
elapsed days
Real evidence is still accumulating
No governance object has entered the ledger, so the audit clock has not started. Calendar time cannot be backfilled from the wall clock.
WAITING_FOR_MINIMUM_FORWARD_SAMPLECALIBRATION × COST × BENCHMARK × INTEGRITY
What the eventual audit will measure
Forecast calibration
Brier score, log loss and directional hit rate test whether frozen probabilities behaved like probabilities—not persuasive prose.
Net economics
Gross return is reconciled to modeled cost drag, benchmark-relative net return and a precommitted factor-adjusted result.
Process integrity
Governance lineage, first-future-close compliance and outcome resolution must remain complete across every counted object.
Capital firewall
The audit is descriptive. It cannot create a live risk budget, portfolio weight, order, trade or durable-alpha claim.
N = 0P08 · PARALLEL BUILD
P08 can build while this clock runs
India and deployment-market research does not need to wait 90 days. Any conclusion about the P07 process does.
da944fb357cf3100e1f1…P08.0 · DEPLOYMENT MARKETS CHARTER
Models create capability. Deployment decides where it becomes cash flow.
P08 starts before a ticker list. We freeze how to test whether abundant machine cognition compounds, compresses or destroys workflow economics across countries—and only then ask which security captures the result.

Why India goes first
India is a maximum-contrast method test, not a bullish conclusion. P08.1 mapped the source perimeter; P08.2 froze six measurement cells, routed all six and armed an executable intake airlock. No matched AI treatment and control exists yet, so issuer mapping remains closed.
US × CHINA × INDIA
Three functions—not a country ranking
The same AGI transition can reward model creation, efficient diffusion or workflow deployment differently. These labels define what to measure; they do not score a market.
United States
Frontier creation + capital intensity
RESEARCH ROLE · NO SCOREChina
Frugal stack + state scale
RESEARCH ROLE · NO SCOREIndia
Deployment + workflow repricing
RESEARCH ROLE · NO SCORECAPABILITY → WORKFLOW → OWNER CASH → PRICE
Six places where deployment alpha could hide
Every lane is a falsifiable research question. Relevance alone cannot select an issuer.
CAPABILITY_PRICECapability price
Does lower capability cost expand viable demand?
WORKFLOW_REPRICINGWorkflow repricing
Complement, margin expansion—or billed-labor compression?
DISTRIBUTION_RAILSDistribution rails
Which rails turn access into repeatable adoption?
LOCALIZATION_CONTROLLocalization control
Who owns language, regulation, workflow and trust?
PHYSICAL_CAPACITYPhysical capacity
Where do power, data centers, networks or devices bind?
OWNER_CASH_AND_PRICEOwner cash + price
Does operating change reach cash before price?
EVIDENCE BEFORE SECURITY
A country story must pass eight evidence gates before it reaches a security.
- 01Source identityREADY
- 02Local-language coveragePARTIAL
- 03Workflow adoptionACTIVE · NO MATCH
- 04Counterfactual economicsWAIT · NO MATCH
- 05Causal transmissionWAIT
- 06Issuer + accessWAIT
- 07Point-in-time expectationsWAIT
- 08Forward outcomeWAIT
FINITE EXIT MAP
P08 ends at P08.6. No endless stage numbers.
Freeze charter
Map sources + rights
Measure workflows
Map issuers + securities
Attach expectations + value
Freeze shadow comparison
Hand one forward docket to P07
P08.2 · FIRST_VALID_SCHEMA_AND_RIGHTS_RECEIPT
P08.2 is active below. P08.3 remains locked.
Six canonical schema packets and ten fail-closed checks now stand between a data request and every private row. The next admissible object is one authentic schema-only receipt—not a meeting, promise or ticker.
1bd105697073c9fdee7a…P08.1 · INDIA SOURCE + RIGHTS MAP
A URL is not a research asset. Rights and machine access decide what can compound.
Before extracting a single deployment claim, we mapped who publishes the evidence, how a machine can reach it, what may be reused and where the system must stop. The result is an auditable intake perimeter—not an India investment conclusion.

Rights before payload. Route before claim.
Eighteen routes may feed bounded internal monitoring, document discovery or licensed structured reuse. Two routes stay closed: NSE market data until an appropriate licence exists, and MCA payload ingestion until an authorized machine route is qualified.
SOURCE-CLASS DENOMINATOR
Seven source classes prevent a one-dataset country story
A deployment thesis must cross official statistics, financial and infrastructure evidence, digital rails, AI capacity, labour workflows and securities disclosure. No class can substitute for the full causal chain.
Official statistics
Financial regulator
Digital public infrastructure
Physical infrastructure
AI infrastructure
Labour + workflow
Securities disclosure
EXECUTABLE RIGHTS BOUNDARY
Five rights modes make the research boundary executable
Green does not mean “truth”; it means the route is admissible for its stated use. Amber means useful source identity with a missing licence or machine contract.
Automate discovery and bounded internal analysis; publish the canonical link, provenance and derived claim only after evidence review.
Structured data may be reused under the item-level Government Open Data License with source attribution and no implied endorsement.
Documentation and public metadata may be monitored; production or charged API use requires the provider's commercial route.
Do not scrape, store, redistribute or use exchange market data to construct an index until the relevant data licence is executed.
The public service identity is valid, but automated payload ingestion remains blocked until an authorized API, bulk file or licensed provider route is qualified.
OPEN ≠ UNRESTRICTED
The four controls that matter most
GODL: reusable with duties
data.gov.in is the only route currently admitted for structured reuse under the item-level Government Open Data Licence: attribution and no implied endorsement remain mandatory.
NSE: licence before index data
Public filing discovery is distinct from exchange market data. Price, volume, identifiers, redistribution and any index-like construction stay blocked until the relevant NSE licence is executed.
MCA: identity is not an API
The corporate registry is authoritative, but the public portal is not a durable ingestion contract. Automated payload collection stays closed until an authorized API, bulk or provider route is qualified.
BHASHINI: PoC is not production
Public API documentation can be monitored; production or paid use must follow the provider route. Model-language coverage also cannot be misreported as measured user adoption.
20 CANONICAL ROUTES
The machine-readable perimeter
Every row retains publisher, cadence, language, route, rights, causal role and evidence limit. Open the canonical source—not a copied payload.
500638a49c9d6bf150e6…| Source | Class / cadence | Machine route | Rights decision |
|---|---|---|---|
| eSankhyiki official data catalogueMinistry of Statistics and Programme Implementation / NSO ↗ | Official statisticsDATASET_DEPENDENT · en / hi | OFFICIAL_CSV_XLSX_AND_MCP_CATALOGUEOFFICIAL_MULTI_DATASET_BACKBONE | ADMITTEDLink + metadata only |
| Periodic Labour Force Survey annual and monthly releasesMinistry of Statistics and Programme Implementation / NSO ↗ | Official statisticsMONTHLY_QUARTERLY_ANNUAL · en / hi | OFFICIAL_PDF_DISCOVERY_AND_TABLE_EXTRACTIONLABOUR_MARKET_BASELINE | ADMITTEDLink + metadata only |
| Annual Survey of Unincorporated Sector EnterprisesMinistry of Statistics and Programme Implementation / NSO ↗ | Official statisticsANNUAL_WITH_QUARTERLY_BULLETINS · en / hi | OFFICIAL_HTML_PDF_AND_UNIT_DATA_DISCOVERYSMALL_ENTERPRISE_ECONOMICS_BASELINE | ADMITTEDLink + metadata only |
| data.gov.in catalogues and APIsOpen Government Data Platform India / NIC ↗ | Official statisticsDATASET_DEPENDENT · en / hi | OFFICIAL_API_WITH_KEY_AND_ITEM_LICENSE_METADATAOPEN_GOVERNMENT_DATA_ROUTE | STRUCTURED REUSEGODL reuse + attribution |
| Database on Indian EconomyReserve Bank of India ↗ | Financial regulatorDAILY_TO_ANNUAL_BY_SERIES · en | OFFICIAL_HTML_TABLE_AND_DOWNLOADFINANCIAL_AND_PAYMENT_SYSTEM_BASELINE | ADMITTEDLink + metadata only |
| UPI product statisticsNational Payments Corporation of India ↗ | Digital public infrastructureDAILY_AND_MONTHLY · en | OFFICIAL_HTML_TABLEPAYMENT_DISTRIBUTION_RAIL | ADMITTEDLink + metadata only |
| Aadhaar authentication dashboardUnique Identification Authority of India ↗ | Digital public infrastructureMONTHLY · en / hi | OFFICIAL_HTML_AND_CSV_EXPORTIDENTITY_DISTRIBUTION_RAIL | ADMITTEDLink + metadata only |
| Telecom subscription and performance-indicator reportsTelecom Regulatory Authority of India ↗ | Physical infrastructureMONTHLY_AND_QUARTERLY · en / hi | OFFICIAL_HTML_INDEX_AND_PDF_DISCOVERYCONNECTIVITY_CAPACITY_BASELINE | ADMITTEDLink + metadata only |
| Executive Summary of the Power SectorCentral Electricity Authority ↗ | Physical infrastructureMONTHLY · en / hi | OFFICIAL_HTML_INDEX_AND_PDF_DISCOVERYPOWER_CAPACITY_BASELINE | ADMITTEDLink + metadata only |
| MeitY Annual Report 2025-26Ministry of Electronics and Information Technology ↗ | AI infrastructureANNUAL · en / hi | OFFICIAL_PDFNATIONAL_AI_PROGRAM_BASELINE | ADMITTEDLink + metadata only |
| IndiaAI Compute user-allocation registerIndiaAI Independent Business Division ↗ | AI infrastructureCONTINUOUS_WITH_DATED_ALLOCATIONS · en | OFFICIAL_HTML_TABLESUBSIDIZED_COMPUTE_ALLOCATION | ADMITTEDLink + metadata only |
| AIKosh datasets, models and use-case catalogueIndiaAI Independent Business Division ↗ | AI infrastructureCONTINUOUS · en | OFFICIAL_HTML_CATALOGUE_WITH_ITEM_LEVEL_LICENSESAI_DATA_MODEL_AND_USE_CASE_CATALOGUE | ADMITTEDLink + metadata only |
| BHASHINI API model catalogueDigital India BHASHINI Division ↗ | AI infrastructureCONTINUOUS_DOCUMENTATION · en / hi / bn / ta / te / mr / gu / kn / ml / pa / ur / or / as / sa / ne / kok / mai / mni / sat / sd / ks / brx / doi | PUBLIC_DOCUMENTATION_MONITORLOCAL_LANGUAGE_CAPABILITY_ROUTE | ADMITTEDPoC API only |
| e-Shram labour dashboardMinistry of Labour and Employment ↗ | Labour + workflowDAILY · en / hi | OFFICIAL_INTERACTIVE_DASHBOARDUNORGANISED_WORKFORCE_DENOMINATOR | ADMITTEDLink + metadata only |
| National Career Service portal and monthly releasesNational Career Service / Ministry of Labour and Employment ↗ | Labour + workflowCONTINUOUS_WITH_MONTHLY_RELEASES · en / hi | OFFICIAL_HTML_AND_PDF_DISCOVERYJOB_DEMAND_AND_SKILL_SIGNAL | ADMITTEDLink + metadata only |
| ONDC network milestones and operating updatesOpen Network for Digital Commerce ↗ | Digital public infrastructureEVENT_DRIVEN · en | OPERATOR_HTML_TIMELINEOPEN_COMMERCE_DISTRIBUTION_RAIL | ADMITTEDLink + metadata only |
| Corporate-filings curation linksSecurities and Exchange Board of India ↗ | Financial regulatorEVENT_DRIVEN · en | OFFICIAL_DISCLOSURE_DIRECTORYREGULATORY_DISCLOSURE_ROUTER | ADMITTEDLink + metadata only |
| Corporate filings — financial resultsNational Stock Exchange of India ↗ | Securities disclosureEVENT_DRIVEN_AND_QUARTERLY · en | EXCHANGE_DISCLOSURE_PAGE_AND_XBRL_EXPORTISSUER_FINANCIAL_DISCLOSURE | ADMITTEDLink + metadata only |
| NSE Data Sharing and Usage PolicyNational Stock Exchange of India / NSE Data ↗ | Securities disclosurePOLICY_EVENT_DRIVEN · en | LICENSED_FEED_ONLYMARKET_DATA_RIGHTS_CONTROL | BLOCKEDLicensed feed required |
| MCA company and LLP master-data serviceMinistry of Corporate Affairs ↗ | Securities disclosureEVENT_DRIVEN · en / hi | AUTHORIZED_API_BULK_OR_PROVIDER_ROUTE_REQUIREDLEGAL_ENTITY_IDENTITY_AND_FILINGS | BLOCKEDMachine route required |
P08.2 · WORKFLOW_ADOPTION_AND_DISPLACEMENT
P08.2 is active below: workflows—not companies
Six bounded workflow cells now freeze denominators and counterfactuals before outcome. The next admissible object is one rights-cleared matched treatment-and-control observation; issuers and securities remain outside the gate.
P08.2 · INDIA WORKFLOW MEASUREMENT
Activity is not adoption. Adoption is not displacement. We measure the difference.
Six workflow cells now freeze the unit, denominator, AI treatment, quality-adjusted outcome and counterfactual before an issuer can enter the story. Three official receipts establish scale or capability baselines. None yet identifies a causal AGI effect—and the system says so.

DENOMINATOR → TREATMENT → OUTCOME → COUNTERFACTUAL
One claim must survive four separate objects
A large market, a model catalogue or a lower GPU price can define exposure. Only a matched treatment-and-control observation can define an effect.
All eligible units—not selected successes
Versioned AI route with dated activation
Cost, time and quality measured together
Treated change minus matched control change
SIX FROZEN CELLS · ZERO CHERRY-PICKING
Six workflows, six ways the thesis can fail
Each cell has a unit of observation, minimum sample, treatment definition, outcome family, counterfactual and falsifier. Official baseline scale does not open the issuer gate.
Software delivery
- UNIT
- Accepted production work item with stable scope and severity
- MINIMUM SAMPLE
- 200 T / 200 C
- OUTCOMES
- median cycle time hours · accepted items per paid hour · escaped defects per 100 items · human review minutes per item
- COUNTERFACTUAL
- Difference-in-differences against matched teams with the same work-item class, seniority mix, customer type and pre-period trend
- CURRENT GAP
- OFFICIAL_BASELINE_EXISTS_BUT_AI_TREATMENT_AND_MATCHED_CONTROL_ARE_MISSING
Customer operations
- UNIT
- Closed customer interaction with stable intent and channel classification
- MINIMUM SAMPLE
- 5,000 T / 5,000 C
- OUTCOMES
- cost per resolved interaction · first contact resolution rate · median handle time minutes · reopen rate
- COUNTERFACTUAL
- Matched queue or phased rollout using the same intent mix, language, channel, service level and pre-period trend
- CURRENT GAP
- OFFICIAL_BASELINE_EXISTS_BUT_AI_TREATMENT_AND_MATCHED_CONTROL_ARE_MISSING
Back-office processing
- UNIT
- Validated document, claim or transaction completed under one stable process definition
- MINIMUM SAMPLE
- 10,000 T / 10,000 C
- OUTCOMES
- straight through processing rate · median cycle time minutes · cost per validated unit · material error rate
- COUNTERFACTUAL
- Matched process lane or staggered rollout controlling for document class, complexity, geography and pre-period throughput
- CURRENT GAP
- OFFICIAL_BASELINE_EXISTS_BUT_AI_TREATMENT_AND_MATCHED_CONTROL_ARE_MISSING
Local-language services
- UNIT
- Completed user task in one declared language, intent and service channel
- MINIMUM SAMPLE
- 3,000 T / 3,000 C
- OUTCOMES
- task success rate · median latency seconds · cost per successful task · human escalation rate
- COUNTERFACTUAL
- Matched language-intent cohorts served by the prior human or non-generative workflow with equal channel and difficulty mix
- CURRENT GAP
- CAPABILITY_OR_PRICE_EXISTS_BUT_PRODUCTION_USAGE_AND_MATCHED_CONTROL_ARE_MISSING
MSME digital commerce
- UNIT
- Completed commerce order for a continuously observable seller cohort
- MINIMUM SAMPLE
- 50,000 T / 50,000 C
- OUTCOMES
- completed orders per active seller · contribution margin per order · cancellation rate · support cost per order
- COUNTERFACTUAL
- Matched sellers by category, city, tenure, pre-period orders and price band using a phased rollout or synthetic control
- CURRENT GAP
- OFFICIAL_BASELINE_EXISTS_BUT_AI_TREATMENT_AND_MATCHED_CONTROL_ARE_MISSING
Compute to production
- UNIT
- Approved compute project with a dated allocation and production-status follow-up
- MINIMUM SAMPLE
- 30 T / 30 C
- OUTCOMES
- production conversion rate · median days to first workload · recurring gpu hours per project · effective cost per production gpu hour
- COUNTERFACTUAL
- Matched eligible applicants without an allocation or projects using the prior commercial route, matched on category, requested GPU class and project maturity
- CURRENT GAP
- CAPABILITY_OR_PRICE_EXISTS_BUT_PRODUCTION_USAGE_AND_MATCHED_CONTROL_ARE_MISSING
FIRST MACHINE RECEIPTS
What the first official receipts actually prove
The pipeline preserves useful denominators while refusing to call them AI adoption. The fourth receipt is deliberately empty because the public static payload does not expose the allocation rows.
NCS · 28 FEB 2026
578,393 IT & communication vacancies mobilized; 446,024 classified as Information Technology. Labour-demand mix only—not AI adoption or jobs lost.
SOURCE ↗ONDC · 25 JUL 2026
500M+ cumulative network transactions. A commerce-scale denominator—not an AI-treated seller cohort or owner cash flow.
SOURCE ↗INDIAAI · 25 AUG 2026
Posted compute examples include ₹57.6/hour for one Gaudi-2 and ₹135/hour for a two-GPU L40S instance. Capability price—not utilization or production conversion.
SOURCE ↗INDIAAI END USERS · BLOCKED
The public page exposes allocation-field headers but not reproducible static rows. The machine records an empty evidence receipt instead of inventing a user count.
SOURCE ↗Why P08.3 remains locked
We still have zero treatment receipts, zero matched controls and zero measured workflows. The next admissible object must be one rights-cleared dataset satisfying a frozen cell. Until then, no issuer, security or valuation can inherit the India story.
0 CONTROL
0 EFFECT
P08.2 · FIRST MATCHED PAIR ROUTER
Do not search for a winner. Search for the first honest pair.
All six frozen workflows now have an executable data-acquisition brief. The router runs two tracks in parallel: the fastest enterprise pilot and the strongest official-data natural experiment. A prepared brief is still zero evidence.

PARALLEL ACQUISITION LOGIC
Two routes to the same standard
Speed and institutional strength are different optimization problems. Neither route may relax the frozen unit, sample, outcome or counterfactual.
Instrument a workflow the operator already controls.
Software delivery and customer operations have stable event clocks, mature quality metrics and short feedback loops. The first request is schema-only; no source code, transcript or identity is needed.
IND-WF-001 + IND-WF-002Use allocation mechanics—only if outcomes become observable.
IndiaAI can support a stronger assignment design, but its public surface does not currently expose reproducible allocation rows, utilization or production conversion. Authorized minimized access is required.
IND-WF-00601 → 02 → 03
Launch queue
Software delivery
India-based software delivery organization with stable work-item, code-review, defect and paid-time telemetry
Customer operations
Indian BPO or enterprise service operator with stable queue taxonomy, QA outcomes and phased AI rollout
Subsidised AI compute to production
IndiaAI Independent Business Division or an authorized evaluation partner
FULL DENOMINATOR · NO CHERRY-PICKING
Six workflows, six explicit data contracts
Open a route to inspect its cohort, join keys, minimum sample, privacy boundary and next admissible action. Priority is research sequence—not expected return.
01IND-WF-001 · fastest partner pilotSoftware delivery
22/25
Software delivery
Treatment cohort
At least three teams beginning a versioned AI-assisted delivery process on a dated rollout
Control cohort
At least three matched teams remaining on the prior process for the full observation window
Frozen minimum sample
200 T / 200 C · 3 T teams / 3 C teams
Observation window
90_DAYS_PRE_AND_90_DAYS_POST
Matching keys
pseudonymous_team_idstable_work_item_classweekcustomer_typeseniority_mix_band
Minimum data schema
pseudonymous_work_item_idteam_idopened_ataccepted_atpaid_human_minutesai_system_versionai_assisted_flagscope_bandseverityescaped_defect_flagreview_minutes
Inherited outcomes
median_cycle_time_hoursaccepted_items_per_paid_hourescaped_defects_per_100_itemshuman_review_minutes_per_item
Privacy boundary
No source code, prompts, customer content, employee names or personal identifiers.
Why public data does not pass
No qualifying public matched cohort located in the admitted source perimeter.
Next admissible action
Issue the prepared data-partnership brief only after founder authorization and require a schema-only sample before any row-level transfer.
02IND-WF-002 · fastest partner pilotCustomer operations
22/25
Customer operations
Treatment cohort
At least two queues using a named AI system with logged escalation and disposition
Control cohort
At least two matched queues using the prior workflow over the same dates
Frozen minimum sample
5,000 T / 5,000 C · 2 T teams / 2 C teams
Observation window
56_DAYS_PRE_AND_56_DAYS_POST
Matching keys
pseudonymous_queue_idintent_classlanguagechannelweek
Minimum data schema
pseudonymous_interaction_idqueue_idopened_atresolved_atai_system_versionai_assisted_flaghuman_minutesresolved_flagreopen_flagescalation_flagcomplaint_flagservice_level_band
Inherited outcomes
cost_per_resolved_interactionfirst_contact_resolution_ratemedian_handle_time_minutesreopen_rate
Privacy boundary
No audio, transcript, customer identity, phone number, email, account identifier or free-text complaint body.
Why public data does not pass
Official vacancy data supplies only a labour-demand baseline and cannot identify AI-treated interactions.
Next admissible action
Issue the prepared data-partnership brief only after founder authorization and validate intent-mix stability before transfer.
03IND-WF-006 · official data natural experimentSubsidised AI compute to production
19/25
Subsidised AI compute to production
Treatment cohort
Eligible projects receiving a dated compute allocation and beginning consumption
Control cohort
Matched eligible applicants without an allocation or using the prior commercial route
Frozen minimum sample
30 T / 30 C · 30 T teams / 30 C teams
Observation window
APPLICATION_RECORD_AND_90_DAYS_AFTER_START_DEADLINE
Matching keys
pseudonymous_project_idapplication_monthuser_categoryrequested_gpu_classmaturity_band
Minimum data schema
application_dateeligibility_staterequested_gpu_hoursrequested_gpu_classsubsidy_requested_flagdecision_dateallocation_flagallocated_gpu_hoursstart_datemonthly_consumed_gpu_hoursfirst_recurring_production_dateproject_end_dateproduction_status
Inherited outcomes
production_conversion_ratemedian_days_to_first_workloadrecurring_gpu_hours_per_projecteffective_cost_per_production_gpu_hour
Privacy boundary
No applicant identity, proposal narrative, credentials, billing account or model artifact.
Why public data does not pass
The public register exposes useful fields but no reproducible rows; price and eligibility documents establish capability and assignment mechanics only.
Next admissible action
Prepare an authorized, minimized evaluation request for application, allocation, utilization and production-status fields; continue monitoring the public register without inferring missing rows.
04IND-WF-003 · replication partner pilotAdministrative and back-office processing
20/25
Administrative and back-office processing
Treatment cohort
At least two process lanes using a versioned AI extraction or reasoning system
Control cohort
At least two matched lanes using the prior process over the same dates
Frozen minimum sample
10,000 T / 10,000 C · 2 T teams / 2 C teams
Observation window
56_DAYS_PRE_AND_56_DAYS_POST
Matching keys
pseudonymous_lane_iddocument_classcomplexity_bandgeography_bandweek
Minimum data schema
pseudonymous_unit_idlane_idreceived_atvalidated_atai_system_versionai_assisted_flaghuman_processing_minuteshuman_review_minutesstraight_through_flagmaterial_error_flagfully_loaded_cost_band
Inherited outcomes
straight_through_processing_ratemedian_cycle_time_minutescost_per_validated_unitmaterial_error_rate
Privacy boundary
No document body, customer identity, claim narrative, account number or employee identifier.
Why public data does not pass
No public source joins process-level AI treatment to cost, time and quality outcomes.
Next admissible action
Hold as the first replication route after one priority pilot proves the transfer and audit process.
05IND-WF-004 · replication partner pilotLocal-language service delivery
19/25
Local-language service delivery
Treatment cohort
Language-intent cohorts served by a declared AI route
Control cohort
Matched cohorts served by the prior human or non-generative route
Frozen minimum sample
3,000 T / 3,000 C · 1 T teams / 1 C teams
Observation window
28_DAYS_PRE_AND_28_DAYS_POST
Matching keys
pseudonymous_service_lane_idlanguageintent_classchanneldifficulty_bandweek
Minimum data schema
pseudonymous_task_idservice_lane_idstarted_atcompleted_atlanguageintent_classai_system_versionai_assisted_flagtask_success_flaghuman_escalation_flaghuman_minutesservice_cost_band
Inherited outcomes
task_success_ratemedian_latency_secondscost_per_successful_taskhuman_escalation_rate
Privacy boundary
No voice recording, transcript, user identity, precise location or free-text request.
Why public data does not pass
Public model availability demonstrates capability, not task completion, adoption or avoided human mediation.
Next admissible action
Hold as a high-replication route; request only pseudonymous task outcomes from an operator after the first transfer pattern is proven.
06IND-WF-005 · network participant pilotMSME digital commerce operations
17/25
MSME digital commerce operations
Treatment cohort
Continuously observable sellers activating a named AI merchandising, support, pricing or operations workflow
Control cohort
Matched sellers without activation during the same dates
Frozen minimum sample
50,000 T / 50,000 C · 100 T teams / 100 C teams
Observation window
84_DAYS_PRE_AND_84_DAYS_POST
Matching keys
pseudonymous_seller_idcategorycity_bandtenure_bandprice_bandweek
Minimum data schema
pseudonymous_seller_idactivation_dateai_system_versionai_workflow_typeeligible_active_flagcompleted_ordersgross_order_value_bandcontribution_margin_bandcancellation_countsupport_cost_bandseller_labour_minutes_band
Inherited outcomes
completed_orders_per_active_sellercontribution_margin_per_ordercancellation_ratesupport_cost_per_order
Privacy boundary
No buyer identity, address, item-level basket, competitive seller detail or raw transaction payload.
Why public data does not pass
ONDC open data is aggregated and cannot join seller-level AI activation to labour, margin and order outcomes.
Next admissible action
Approach only an authorized network participant with a pre-aggregated seller-week schema and purpose-limited evaluation agreement.
OFFICIAL FEASIBILITY RECEIPTS
Why the router chose these paths
Five official feasibility receipts define what is available, what remains aggregate and where authorized access begins.
IndiaAI Independent Business Division
The official public page exposes the allocation-register field schema, but its reproducible static payload contains no allocation rows.
- Routing consequence
- Keep public matched-data admission at zero and route production outcomes through authorized access.
IndiaAI Independent Business Division
The official policy describes applicant eligibility, project proposals and an allocation workflow shaped by requested GPU hours, GPU count and subsidy status.
- Routing consequence
- Define a potentially strong allocation-based counterfactual, but do not infer utilization or production success.
Open Network for Digital Commerce
ONDC open data provides standardized aggregated order and seller views with privacy safeguards.
- Routing consequence
- Use only for network-scale and cohort-frame validation; it is not seller-level AI treatment data.
Open Network for Digital Commerce
The official strategy states that transaction data resides with buyer and seller applications rather than ONDC itself.
- Routing consequence
- Route matched seller outcomes to an authorized network participant, not to the public ONDC aggregate.
Digital India BHASHINI Division
The official documentation exposes available language-model capabilities, not matched task outcomes or human-mediation time.
- Routing consequence
- Keep local-language adoption unmeasured until an operator supplies outcome telemetry.
P08.3 remains locked
The next passing object is one timestamped, rights-cleared treatment-and-control dataset that satisfies a frozen cell and minimum sample. A meeting, data promise, press release or aggregate dashboard does not pass.
0 EFFECTS
0 ISSUERS
P08.2 · MATCHED DATA INTAKE AIRLOCK
Schema before rows. Rights before ingestion.
Six acquisition briefs are now executable intake packets. The machine can reject a malformed, underpowered or privacy-unsafe dataset before a single private row enters the system.

PUBLIC → PRIVATE → PUBLIC
Three zones. One irreversible boundary.
A public request specifies the minimum; private data never enters Git; only an auditable decision receipt may return to the public layer.
Public request packet
Fields, grain, sample, outcomes, counterfactual and privacy exclusions are visible before contact.
Private transfer zone
Rows may exist only after separate authority and transfer approval. This release grants neither.
Public audit receipt
Pass/fail gates, hashes and missing requirements can be disclosed without exposing source records.
AUTOMATED DATA-QUALITY CONTRACT
Ten checks run before data can move
Stable rules cover identity, lineage, rights, privacy, grain, field completeness, cohort comparability, sample, time and outcome lineage.
- 01ARMED
RECEIPT_IDENTITYA unique timestamped SCHEMA_ONLY receipt identifies exactly one frozen acquisition route.
- 02ARMED
ROUTE_LINEAGEThe route, workflow and parent hashes reproduce from the frozen acquisition projection.
- 03ARMED
RIGHTS_AUTHORITYThe provider affirms authority, purpose-limited evaluation and schema disclosure; row transfer remains separately unauthorized.
- 04ARMED
SCHEMA_ONLY_BOUNDARYThe receipt contains field names and types only, with no records, samples or embedded values.
- 05ARMED
PRIVACY_MINIMIZATIONNo direct identity, raw content, prompt, transcript, recording, precise location or other prohibited field is declared.
- 06ARMED
REQUIRED_FIELD_COVERAGEEvery canonical required field and cohort join key is present once with an allowed type.
- 07ARMED
TREATMENT_CONTROL_SAME_SYSTEMTreatment and control exist in the same source system under the same definitions and clock.
- 08ARMED
SAMPLE_CAPACITYDeclared unit and group capacity can satisfy the inherited frozen minimum sample.
- 09ARMED
TEMPORAL_CAPACITYDeclared pre/post history can satisfy the inherited observation window.
- 10ARMED
OUTCOME_AND_HASH_LINEAGEEvery frozen outcome metric is derivable and the future extract can carry a stable source-system fingerprint and extraction version.
FULL DENOMINATOR · SIX WORKFLOWS
Six ready-to-send schema specifications
These are not partnerships and not collected datasets. They are precise requests the validator knows how to test.
01IND-INTAKE-001 · IND-WF-001Software delivery
WAITING_FOR_AUTHENTIC_SCHEMA_RECEIPT
Software delivery
Intended grain
pseudonymous_team_id × stable_work_item_class × week × customer_type × seniority_mix_band
minimum capacity
200 T / 200 C · 3 / 3 groups
time capacity
90_DAYS_PRE_AND_90_DAYS_POST
team_id → pseudonymous_team_id15 canonical fields
pseudonymous_work_item_idSTRINGpseudonymous_team_idSTRINGopened_atTIMESTAMPaccepted_atTIMESTAMPpaid_human_minutesDECIMALai_system_versionSTRINGai_assisted_flagBOOLEANscope_bandSTRINGseveritySTRINGescaped_defect_flagBOOLEANreview_minutesDECIMALstable_work_item_classSTRINGweekDATEcustomer_typeSTRINGseniority_mix_bandSTRING
frozen outcomes
median_cycle_time_hoursDERIVEDaccepted_items_per_paid_hourDERIVEDescaped_defects_per_100_itemsDERIVEDhuman_review_minutes_per_itemDERIVED
privacy boundary
No source code, prompts, customer content, employee names or personal identifiers.
02IND-INTAKE-002 · IND-WF-002Customer operations
WAITING_FOR_AUTHENTIC_SCHEMA_RECEIPT
Customer operations
Intended grain
pseudonymous_queue_id × intent_class × language × channel × week
minimum capacity
5,000 T / 5,000 C · 2 / 2 groups
time capacity
56_DAYS_PRE_AND_56_DAYS_POST
queue_id → pseudonymous_queue_id16 canonical fields
pseudonymous_interaction_idSTRINGpseudonymous_queue_idSTRINGopened_atTIMESTAMPresolved_atTIMESTAMPai_system_versionSTRINGai_assisted_flagBOOLEANhuman_minutesDECIMALresolved_flagBOOLEANreopen_flagBOOLEANescalation_flagBOOLEANcomplaint_flagBOOLEANservice_level_bandSTRINGintent_classSTRINGlanguageSTRINGchannelSTRINGweekDATE
frozen outcomes
cost_per_resolved_interactionDERIVEDfirst_contact_resolution_rateDERIVEDmedian_handle_time_minutesDERIVEDreopen_rateDERIVED
privacy boundary
No audio, transcript, customer identity, phone number, email, account identifier or free-text complaint body.
03IND-INTAKE-003 · IND-WF-006Subsidised AI compute to production
WAITING_FOR_AUTHENTIC_SCHEMA_RECEIPT
Subsidised AI compute to production
Intended grain
pseudonymous_project_id × application_month × user_category × requested_gpu_class × maturity_band
minimum capacity
30 T / 30 C · 30 / 30 groups
time capacity
APPLICATION_RECORD_AND_90_DAYS_AFTER_START_DEADLINE
17 canonical fields
application_dateTIMESTAMPeligibility_stateSTRINGrequested_gpu_hoursDECIMALrequested_gpu_classSTRINGsubsidy_requested_flagBOOLEANdecision_dateTIMESTAMPallocation_flagBOOLEANallocated_gpu_hoursDECIMALstart_dateTIMESTAMPmonthly_consumed_gpu_hoursDECIMALfirst_recurring_production_dateTIMESTAMPproject_end_dateTIMESTAMPproduction_statusSTRINGpseudonymous_project_idSTRINGapplication_monthDATEuser_categorySTRINGmaturity_bandSTRING
frozen outcomes
production_conversion_rateDERIVEDmedian_days_to_first_workloadDERIVEDrecurring_gpu_hours_per_projectDERIVEDeffective_cost_per_production_gpu_hourDERIVED
privacy boundary
No applicant identity, proposal narrative, credentials, billing account or model artifact.
04IND-INTAKE-004 · IND-WF-003Administrative and back-office processing
WAITING_FOR_AUTHENTIC_SCHEMA_RECEIPT
Administrative and back-office processing
Intended grain
pseudonymous_lane_id × document_class × complexity_band × geography_band × week
minimum capacity
10,000 T / 10,000 C · 2 / 2 groups
time capacity
56_DAYS_PRE_AND_56_DAYS_POST
lane_id → pseudonymous_lane_id15 canonical fields
pseudonymous_unit_idSTRINGpseudonymous_lane_idSTRINGreceived_atTIMESTAMPvalidated_atTIMESTAMPai_system_versionSTRINGai_assisted_flagBOOLEANhuman_processing_minutesDECIMALhuman_review_minutesDECIMALstraight_through_flagBOOLEANmaterial_error_flagBOOLEANfully_loaded_cost_bandSTRINGdocument_classSTRINGcomplexity_bandSTRINGgeography_bandSTRINGweekDATE
frozen outcomes
straight_through_processing_rateDERIVEDmedian_cycle_time_minutesDERIVEDcost_per_validated_unitDERIVEDmaterial_error_rateDERIVED
privacy boundary
No document body, customer identity, claim narrative, account number or employee identifier.
05IND-INTAKE-005 · IND-WF-004Local-language service delivery
WAITING_FOR_AUTHENTIC_SCHEMA_RECEIPT
Local-language service delivery
Intended grain
pseudonymous_service_lane_id × language × intent_class × channel × difficulty_band × week
minimum capacity
3,000 T / 3,000 C · 1 / 1 groups
time capacity
28_DAYS_PRE_AND_28_DAYS_POST
service_lane_id → pseudonymous_service_lane_id15 canonical fields
pseudonymous_task_idSTRINGpseudonymous_service_lane_idSTRINGstarted_atTIMESTAMPcompleted_atTIMESTAMPlanguageSTRINGintent_classSTRINGai_system_versionSTRINGai_assisted_flagBOOLEANtask_success_flagBOOLEANhuman_escalation_flagBOOLEANhuman_minutesDECIMALservice_cost_bandSTRINGchannelSTRINGdifficulty_bandSTRINGweekDATE
frozen outcomes
task_success_rateDERIVEDmedian_latency_secondsDERIVEDcost_per_successful_taskDERIVEDhuman_escalation_rateDERIVED
privacy boundary
No voice recording, transcript, user identity, precise location or free-text request.
06IND-INTAKE-006 · IND-WF-005MSME digital commerce operations
WAITING_FOR_AUTHENTIC_SCHEMA_RECEIPT
MSME digital commerce operations
Intended grain
pseudonymous_seller_id × category × city_band × tenure_band × price_band × week
minimum capacity
50,000 T / 50,000 C · 100 / 100 groups
time capacity
84_DAYS_PRE_AND_84_DAYS_POST
16 canonical fields
pseudonymous_seller_idSTRINGactivation_dateTIMESTAMPai_system_versionSTRINGai_workflow_typeSTRINGeligible_active_flagBOOLEANcompleted_ordersSTRINGgross_order_value_bandSTRINGcontribution_margin_bandSTRINGcancellation_countDECIMALsupport_cost_bandSTRINGseller_labour_minutes_bandSTRINGcategorySTRINGcity_bandSTRINGtenure_bandSTRINGprice_bandSTRINGweekDATE
frozen outcomes
completed_orders_per_active_sellerDERIVEDcontribution_margin_per_orderDERIVEDcancellation_rateDERIVEDsupport_cost_per_orderDERIVED
privacy boundary
No buyer identity, address, item-level basket, competitive seller detail or raw transaction payload.
The privacy firewall is explicit
Names, emails, phones, addresses, customer or employee identifiers, raw prompts, source code, transcripts, recordings, document bodies and free text fail closed. Pseudonymous keys are allowed only for the stated cohort join.
name · email · phone · address · precise_location · customer_id · employee_id · account_number · transcript · recording · prompt · source_code · document_body · free_textP08.3 remains locked
Passing a schema receipt permits rights review—not row transfer, causal inference, issuer selection or capital action.
P08.2A · PUBLIC SCHEMA HANDSHAKE
Ask for the shape before asking for the data.
Six route-bound JSON templates are now public and machine-testable. A prospective data owner can disclose structure, authority and capacity without exposing one record.

DOWNLOAD → DECLARE → VALIDATE
A three-step path to the first authentic receipt
This release prepares the handshake; it does not contact a company, accept a dataset or authorize a transfer.
- 01DOWNLOAD
The prospective provider downloads one route-bound JSON template containing only the frozen field specification and empty declarations.
- 02DECLARE
The provider declares authority, rights, format, cohort availability, sample capacity, time capacity and lineage without attaching any row or sample value.
- 03VALIDATE
The deterministic ten-gate validator returns either EVIDENCE_BLOCKED or SCHEMA_ACCEPTED_FOR_RIGHTS_REVIEW; neither decision authorizes row transfer.
PRIORITY 01 · IND-ACQ-001
Start with the shortest measurable workflow
Software delivery is first because work-item clocks, quality outcomes and treated/control teams can be evaluated without source code or personal identity.
Download blank schema receipt ↗FULL DENOMINATOR · NO OUTREACH YET
The complete request queue
Open all six machine packets ↗Software delivery
15 fields · 7 blank gates fail as designed
Customer operations
16 fields · 7 blank gates fail as designed
Subsidised AI compute to production
17 fields · 7 blank gates fail as designed
Administrative and back-office processing
15 fields · 7 blank gates fail as designed
Local-language service delivery
15 fields · 7 blank gates fail as designed
MSME digital commerce operations
16 fields · 7 blank gates fail as designed
The next move requires a real counterparty
A founder-authorized channel may send one blank template. A completed receipt must pass all ten gates. Acceptance opens rights review only; rows, issuer mapping and capital stay locked.
04 / INVESTMENT FOCUS
One focus, not three businesses
- ONE BUSINESS
- AI-native investment management
- ONE AUDIENCE
- People allocating or preparing to allocate capital through the AGI transition
- ONE PROBLEM
- AGI changes capability and bottlenecks faster than static baskets and quarterly narratives can re-underwrite them
- ONE FUNCTION
- An evidence-to-capital daily answer with a forward audit trail
Capital allocators
What changed in AGI, what the market may already imply, and which capital hypothesis changed—if any.
Chosen. It matches the investment-manager business, proprietary research engine and future proof standard.Business operators
Add an operator consequence only when the verified change affects workflow economics, demand, cost or risk.
Useful evidence and distribution lens; not a separate daily product or consulting pivot.AI professionals
Add a practical field note only when it explains adoption, capability or a measurable constraint.
A source network and community lane; not a crowded daily-tips media identity.05 / CANONICAL OBJECT
The canonical Daily Answer
Every edition must carry the same seven fields. A channel may shorten the object; it may not change the truth state.
- 01Observed delta
State one material change or explicitly state that none passed the gate.
- 02Evidence and state
Bind the answer to dated sources and label fact, inference, scenario or forecast.
- 03Economic mechanism
Show the path through capability, adoption, bottleneck, cash flow or risk.
- 04Capital map
Name affected layers, entities and securities without turning relevance into a recommendation.
- 05Expectation gap
Separate what happened from what price and consensus may already imply.
- 06Decision boundary
End with WATCH, THESIS REVIEW or NO CAPITAL ACTION; never an autonomous order.
- 07Next test
Name the falsifier, owner, expiry and next eligible observation.
06 / PROMISE SCORECARD
The promise owns the metrics
07 / OPERATING CULTURE
The promise owns the culture
- 01
Missed days and null results remain visible; the archive is never backfilled.
- 02
No new daily format or channel launches until the canonical answer is reliable.
- 03
Audience growth cannot upgrade an evidence grade, security or capital decision.
- 04
Every channel derivative points back to one canonical, versioned research object.
- 05
The primary model performs the analysis; an independent model challenges it. Ordinary editions publish under the standing mandate, while exceptions and every real-capital decision remain human-governed.
08 / EXIT MAP
A finite P06-NET exit map
Freeze one promise
Promise, audience, null outcomes, metrics and cultural constraints are machine-readable.
Run the canonical Daily Answer
The schema, generator, hash chain and missed-day receipts are armed; the separate 14-day forward proof continues without retrospective filling.
Measure global source coverage
The frozen 60-cell minimum remains live: coverage, probe latency and use boundaries stay visible while empty cells feed an explicit acquisition queue.
Normalize entities, causal roles and securities
The typed AGI Economic Graph links labs, seven causal stages, organizations, securities and venues while identity, hypothesis and event edges remain separate. Its event rail accepts forward objects only.
Distribute one object, not many truths
The site projection may publish automatically only after the analyst and independent editor pass the standing mandate. Five deterministic adapters preserve the same source manifest, epistemic state, capital state and revision ID; external social accounts remain behind a separate delivery gate.
Let the system evaluate; escalate only exceptions
A founder-approved standing mandate now separates editorial publication from capital authority: two model passes can publish an ordinary Daily Answer, while evidence conflicts, low confidence and every capital action fail closed.
Quarantine weak evidence without weakening the gate
One bounded remediation pass may retain only signals independently verified one by one, rewrite the complete edition without new evidence, and submit it to a fresh independent evaluation. Any failed rule still seals EVIDENCE BLOCKED.
Turn distribution into a verified learning loop
The Daily Answer now creates three deterministic share packages and an observable path from reading through evidence verification and lens selection to a local falsifiable Research Track. Consent-gated aggregate events begin a 30-day baseline; no demand, subscriber or revenue target is invented.
Freeze Alpha Hypotheses before outcomes
Every Daily receipt gets an immutable admission decision. Only a material, graph-bound, sourced and measurable forecast enters the ledger; its 7/30/90/365-day clocks begin before any baseline or outcome can be selected.
Audit 30 live days and hand off
A frozen audit records delivery, errors, corrections, hypothesis calibration, audience quality and research usefulness before P07.
NEXT BUILD
Next: capture the first eligible forward hypothesis
The next material Daily Answer may submit one measurable candidate. The ledger will either refuse it with a permanent reason or freeze its claim, metric, magnitude, horizon, falsifier and countercase before a point-in-time baseline is attached.