इंटेलिजेंस हब
Pulse · Outlook · Horizon · analyst-reviewed briefings
संक्षेप
The daily brief is issued from analyst-reviewed signals once Pulse and Outlook are live. Each item names its sources and the authority that decides.
Signals
Pulse readings become signals for review when they cross a place’s own historical range. Nothing here is a warning; every handoff names the authority that decides.
समीक्षा के लिए एक संकेत
End to end on the longest path: about 12.3 d of proposed target service levels, before the jobs that run with no fixed end. Gates wait for the people named; bars with a fading end have no fixed length.
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Anomaly detectedDetect · Pulse nowcast · weeklyStandardised anomaly vs own historyPulse nowcast
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Sources verified matrix · per streamVerify · Data stewards · 1 dayEach stream checked · Licence admits useलाइसेंस रजिस्टरउद्गम (W3C PROV)
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Analyst review approvalAssess · Analysts · 2 daysContext, couplings, confidencePostgreSQL खाता-बही (पंक्ति-स्तरीय सुरक्षा)
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Information for competent authoritiesHand off · Secretariat · 1 dayShared for review, not a warningNXS-GRX (canonical data, provenance and risk) gateway
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Logged and watchedHand off · Pulse nowcast · ongoingOutcome tracked for verificationPostgreSQL ledger (row-level security)Pulse nowcast
| कृति | कार्य | कौन | चरण |
|---|---|---|---|
| Signal candidate | Anomaly detected | Pulse nowcast | Detect |
| Source check | Sources verified | डेटा संरक्षक | सत्यापित करें |
| Assessment | Analyst review | Analysts | Assess |
| Handoff record | Information for competent authorities | सचिवालय | सौंपें |
| Verification record | Logged and watched | Pulse nowcast | सौंपें |
Horizon
Each cycle scans admitted sources, scores emerging risks for likelihood and impact with ranges, and links them to the domains they would couple into.
क्षितिज स्कैन और संक्षिप्त विवरण
End to end on the longest path: about 17 d of proposed target service levels. Gates wait for the people named; bars with a fading end have no fixed length.
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Scan sources matrix · sourcesScan · NXS-GRX Intelligence · weeklyAdmitted sources and literature · Expert elicitationHorizon scanningLicence register
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Cluster and deduplicateScan · NXS-GRX Intelligence · 1 dayThemes and weak signalsHorizon scanning
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Likelihood and impact with uncertaintyAssess · Analysts · 3 daysStructured elicitation · Ranges, not pointsHorizon scanningMonte Carlo engine
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Systemic linksAssess · Analysts · 2 daysCoupling to existing domainsनिर्भरता नेटवर्क
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सहकर्मी समीक्षा स्वीकृतिBrief · Reviewers · 5 daysChallenge session · DispositionPostgreSQL खाता-बही (पंक्ति-स्तरीय सुरक्षा)
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Briefing issuedBrief · Intelligence team · 1 dayBriefing with sources and limitsNexus Reports
| कृति | कार्य | कौन | चरण |
|---|---|---|---|
| Candidate list | Scan sources | NXS-GRX Intelligence | Scan |
| Theme map | Cluster and deduplicate | NXS-GRX Intelligence | Scan |
| Horizon matrix | Likelihood and impact with uncertainty | Analysts | Assess |
| Link map | Systemic links | Analysts | Assess |
| Review record | सहकर्मी समीक्षा | Reviewers | संक्षेप |
| Horizon briefing | Briefing issued | Intelligence team | संक्षेप |
Outlooks
Outlooks give calibrated probabilities at 1, 3, 12 and 36 months for defined events, each with its verification scorecard.
सत्यापन
Every Outlook model version publishes its reliability diagram, Brier score, skill and ROC area on held-out cases before it is used.
किसी मॉडल का परीक्षण और सत्यापन करें
End to end on the longest path: about 11.3 d of proposed target service levels. Gates wait for the people named; bars with a fading end have no fixed length.
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Model version submittedSubmit · You · instantCode, data and seed pinned · Intended use declaredModel LabPostgreSQL ledger (row-level security)
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BacktestTest · Verification engine · 6 hoursRolling-origin backtest · Hindcasts over the archiveVerification engineMonte Carlo engine
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Out-of-sample scoresTest · Verification engine · 2 hoursBrier and CRPS · Reliability and ROC areaVerification engine
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BenchmarkTest · Verification engine · 2 hoursAgainst established indices and naive baselinesVerification engineindicator standard
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Model cardDocument · You · 1 dayIntended use and limits · Data, method and scoresReplication packs
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अनुमोदन गेट स्वीकृतिApprove · Method stewards · 10 daysDisposition recordedPostgreSQL खाता-बही (पंक्ति-स्तरीय सुरक्षा)
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Promote to productionApprove · NXS-GRX Platform · instantVersion pinned in production · Rollback keptModel LabPublic cut API
| कृति | कार्य | कौन | चरण |
|---|---|---|---|
| Version record | Model version submitted | आप | जमा करें |
| Backtest report | Backtest | Verification engine | परीक्षण |
| Scorecard | Out-of-sample scores | Verification engine | परीक्षण |
| Benchmark table | Benchmark | Verification engine | परीक्षण |
| Model card | Model card | आप | Document |
| Approval record | अनुमोदन गेट | Method stewards | Approve |
| Release tag | Promote to production | NXS-GRX Platform | Approve |
Workbench
Analyst workbench: watchlist to handoff
End to end on the longest path: about 7.3 d of proposed target service levels. Gates wait for the people named; bars with a fading end have no fixed length.
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Watchlist and thresholdsSet up · You · self-serveEntities and domains · Thresholds and channelsAlert router
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Pulse nowcast matrix · entities × domainsSense · Pulse nowcast · weeklyAnomaly against each place’s own historyPulse nowcastTested model kernels
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Outlook updateSense · Outlook models · weeklyCalibrated probabilities refreshedVerification engineMonte Carlo engine
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Analyst review approvalReview · Duty analyst · 6 hoursSignal checked against sources · Context addedPostgreSQL खाता-बही (पंक्ति-स्तरीय सुरक्षा)
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Route the alertDeliver · Alert router · < 5 msEmail, webhook or dashboard · Never framed as a warningAlert routerWebhooks and streaming
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Handoff to the authorityDeliver · Duty analyst · 2 hoursNames the authority that decidesPostgreSQL खाता-बही (पंक्ति-स्तरीय सुरक्षा)
| कृति | कार्य | कौन | चरण |
|---|---|---|---|
| Watchlist | Watchlist and thresholds | आप | Set up |
| Pulse readings | Pulse nowcast | Pulse nowcast | Sense |
| Outlook readings | Outlook update | Outlook models | Sense |
| Reviewed signal | Analyst review | Duty analyst | समीक्षा |
| Alert | Route the alert | Alert router | उपलब्ध कराएँ |
| Hand-over note | Handoff to the authority | Duty analyst | उपलब्ध कराएँ |
How intelligence is issued
Signals, not warnings
A signal is information for review. Official warnings come from the authorities that issue them.
Reviewed before it reaches you
Every signal passes an analyst gate; the reviewer and the sources are recorded.
Handoff names the authority
Where action may be needed, the handoff names the authority that decides.
Verified in public
Every Outlook model version publishes reliability, Brier score, skill and ROC area.
Intelligence journeys
समीक्षा के लिए एक संकेत
How a weekly anomaly becomes a signal for review by competent authorities, never a public warning. 5 jobs · 1 gate.
Open the run
NXS-GRX Intelligence · Monitorवॉचलिस्ट और अलर्ट से निगरानी करें
Watch countries, areas, sites or domains: Pulse nowcasts and outlook changes become signals, reviewed by an analyst before anything reaches you. 6 jobs · 1 gate.
Open the run
NXS-GRX Intelligence · Monitorक्षितिज स्कैन और संक्षिप्त विवरण
Emerging risks found, scored for likelihood and impact with uncertainty, and turned into a briefing after review. 6 jobs · 1 gate.
Open the run
NXS-GRX · Governपरिदृश्य पैक का अनुरोध करें
Pathways to 2030, 2050 and 2100 and structured stress tests for planning and supervisory exercises. 5 jobs · 1 gate.
Open the run
What the Humanitarian Data Exchange feed holds
194 countries synced on 2026-10-23 from 226 datasets whose licence passes the gate; 147 resources were left out for their licence. Each country’s page shows the values, with date, provider and licence. Source observations for review, not warnings and not index values.
| विषय | देश | With ADM1 figures | With ADM2 figures | Newest reference date |
|---|---|---|---|---|
| जनसंख्या | 109 | 98 | 59 | 2025-12-31 |
| ज़रूरतमंद लोग | 22 | 6 | 16 | 2026-12-31 |
| गरीबी में लोगों की संख्या | 107 | 99 | 0 | 2024-12-31 |
| मेज़बानी किए गए शरणार्थी | 171 | 0 | 0 | 2025-12-31 |
| विदेश में शरणार्थी | 186 | 0 | 0 | 2025-12-31 |
| दीर्घकालिक औसत की तुलना में वर्षा | 112 | 109 | 44 | 2026-10-10 |
| Humanitarian funding | 107 | 0 | 0 | 2026-08-31 |
| बाज़ारों में खाद्य मूल्य | 85 | 0 | 0 | 2026-10-14 |
Bring intelligence to your team
Watchlists, briefings and outlooks are agreed with the Secretariat.
स्थिति
The Global Risks Index की पद्धति, संरचना और परिभाषाएँ एक प्रारंभिक कार्यकारी मसौदा (2026) हैं, जो समीक्षा और टिप्पणी के लिए परिचालित हैं, कार्यान्वयन के लिए नहीं। किसी शासित साक्ष्य कटौती से संस्करण जारी होने तक कोई मान प्रकट नहीं होता; तब मानों के साथ अंतराल, वर्ग, स्रोत और उनका सुधार मार्ग होता है। सिम्युलेटर आपके चुने हुए अंकों पर प्रकाशित पद्धतियाँ चलाते हैं और कभी कोई NXS-GRX मान नहीं दिखाते।
NXS-GRX क्या नहीं है
NXS-GRX अनुसंधान और जोखिम-विश्लेषण की सूचना है। यह क्रेडिट या ESG रेटिंग नहीं है और किसी रेटिंग पैमाने का उपयोग नहीं करता। यह वित्तीय लिखतों का बेंचमार्क नहीं है, आधिकारिक सांख्यिकी नहीं है, आपातकालीन चेतावनी या आधिकारिक वर्गीकरण नहीं है और सलाह नहीं है। इसका उपयोग प्राकृतिक व्यक्तियों के मूल्यांकन के लिए नहीं किया जाना चाहिए। जोखिम वर्ग प्रकाशित पैमाने के बैंड हैं, देशों या व्यक्तियों की रैंकिंग कभी नहीं।
संस्थान और स्रोत
The Nexus Consortium is stewarded by three independent not-for-profit institutions: The Global Centre for Risk and Innovation (GCRI), through GCRI US in Washington, DC and GCRI Canada in Ontario, with GCRI Canada as Lead Institution, Consortium Secretariat and lead contracting organisation; The Global Risks Forum (GRF); and The Global Risks Alliance (GRA). Technology, infrastructure and service providers work with the Consortium at arm’s length under written agreements, like every other external party in the public-private-planet model, and hold no role in its stewardship.
प्रत्येक मान के साथ उसके स्रोतों का श्रेय होता है, जो अपने लाइसेंस बनाए रखते हैं। बाहरी नाम केवल अंतरसंचालनीयता के लिए उद्धृत किए गए हैं। Nexus द्वारा लिखित पाठ जारी होने पर CC BY 4.0 के अंतर्गत होना अभिप्रेत है।
Avis en français
La méthodologie et les définitions du NXS-GRX sont un projet de travail préparatoire (2026). Le NXS-GRX est une information de recherche et d’analyse des risques : ni notation, ni indice de référence financier, ni statistique officielle, ni alerte, ni conseil. Les classes de risque sont des bandes sur une échelle publiée, non des classements.