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El Global Risks Index

The Global Risks Index · XT-10 · Exponential technology series

Gemelos digitales y simulación

Gemelos digitales y simulación usados para decisiones de riesgo: riesgo de modelo, validación y dependencia.

Construction Indicators
Page GRX-SER-XT-10Edition Baseline Edition 2026Evidence close 2026-09-30Subject NXS-GRX (canonical data, provenance and risk) proposedNexus Reports XT-10 (planned)Values not yet publishedMethod v1.0.0-draft
FIG 1 · Series at a glance
Índices de dominio

2

Governance weakness · Technology concentration risk

Indicadores

42

2 index domains

Hazard families

16

Tecnologías de frontera y exponenciales

Métodos

83

Scientific assurance · Universal mathematics and statistics

Counts from the indicator, hazard and model registries.
2
índices temáticos
42
indicators in scope
1
ámbitos de amenaza
3
client groups

01Alcance

Scope and questions

The subject of this index is proposed by NXS-GRX (canonical data, provenance and risk); the Nexus Reports edition with the same code sets its own subject at commissioning, and any difference is recorded as a crosswalk.

  1. Which decisions rely on unvalidated twins?
  2. How is model risk governed?
  3. What happens when the twin and the system diverge?
02Construction

Domain indices to the series index

The series index is the expert-weighted geometric mean of its domain indices, with the intervals and class rule of the methodology.

computation

How the Digital twins and simulation index is built

Graph6 nodes
Grafo
01Índices de dominio
02Series index
03Readings

100%
Índice
  1. Debilidad de la gobernanza

    Domain index · IDX · GOV
    Weighted aggregation, on 0 to 10, of governance quality, rule of law, policy and institutional quality and statistical capacity, each oriented by its own polarity so that higher values mean weaker governance.
  2. Riesgo de concentración tecnológica

    Domain index · IDX · TEC
    Index of technology dependence, critical-mineral dependence and, inverted, innovation capacity and biosecurity oversight, on a 0–10 scale, higher meaning riskier.
  3. Digital twins and simulation index

    Series index · SERIES · XT-10
    Gemelos digitales y simulación usados para decisiones de riesgo: riesgo de modelo, validación y dependencia.
  4. Country readings

    Output · OUTPUT · 195 profiles
    Published with intervals and classes when the edition is released.
  5. Regional readings

    Output · OUTPUT · 5 regions
    Published with intervals and classes when the edition is released.
  6. Global reading

    Output · OUTPUT · population or exposure weighted
    Published with intervals and classes when the edition is released.
Sin ejecutarEn cursoCompletado
FIG 2. Select a domain index to open its full construction; Simulate run plays the computation. Schematic of the construction; source: Indicator Standard composite definitions.
03Índices

Domain indices in this series

The Global Risks Index · XT-10 · 195 profiles · 0–10 scale
Digital twins and simulation index, world
–
Los valores se publican con la edición; el intervalo, la clase y la variación aparecen aquí.
Índice Valor Variación Variación % Intervalo del 90 % Clase · probabilidad Tendencia Rango
Debilidad de la gobernanzaNXS-GRX · GOV – – – – –
Riesgo de concentración tecnológicaNXS-GRX · TEC – – – – –

Domains read: Technology and frontier, Governance and institutions.

04Indicadores

42 indicators in scope

Every indicator whose primary or secondary domain is in scope, with unit, levels and crosswalks to source code lists.

FIG 3 · Indicators in scope, by domain and sub-domain
GOV · 20TEC · 8
Area is the number of indicator definitions; colour is the pillar the domain feeds (Macroeconomy and Space feed through their indices). Select a block to filter the table. Source: Indicator Standard Nexus Indicator Standard register.
Indicador Dominio Sub-domain Componente Unidad Niveles Crosswalks
Puntuación del indicador compuesto del LIC-DSF (publicada, referencia)IND.FIS.capacity.lic_dsf_composite_indicator FIS Debt-carrying capacity coping capacity {score} COUNTRY
Dependencia neta de las importaciones de minerales críticosIND.ECO.concentration.critical_minerals_import_reliance ECO Export and import concentration vulnerability % COUNTRY
Preparación económica para la inversión en adaptaciónIND.CLI.adaptation.economic_readiness CLI Adaptation readiness adaptive capacity {score} COUNTRY ND_GAIN economic
Preparación de la gobernanza para la adaptaciónIND.CLI.adaptation.governance_readiness CLI Adaptation readiness adaptive capacity {score} COUNTRY ND_GAIN governance
Tasa de dependencia del agua renovable externaIND.WAT.dependence.external_water_dependency WAT Transboundary dependence exposure % COUNTRY
Superficie de cuencas transfronterizas con cooperación operativaIND.WAT.dependence.transboundary_cooperation.share WAT Transboundary dependence coping capacity % COUNTRY SDG 6.5.2
Escaños ocupados por mujeres en el parlamento nacionalIND.SOC.gender.women_in_parliament SOC Gender adaptive capacity % COUNTRY WB_WDI SG.GEN.PARL.ZS SDG 5.5.1
Voz y rendición de cuentas (WGI)IND.GOV.quality.voice_accountability GOV Governance quality coping capacity {score} COUNTRY WB_WGI GOV_WGI_VA.SC WB_WGI GOV_WGI_VA.EST
Estabilidad política y ausencia de violencia (WGI)IND.GOV.quality.political_stability GOV Governance quality coping capacity {score} COUNTRY WB_WGI GOV_WGI_PV.SC WB_WGI GOV_WGI_PV.EST
Eficacia del gobierno (WGI)IND.GOV.quality.government_effectiveness GOV Governance quality coping capacity {score} COUNTRY WB_WGI GOV_WGI_GE.SC WB_WGI GOV_WGI_GE.EST
Control de la corrupción (WGI)IND.GOV.quality.control_of_corruption GOV Governance quality coping capacity {score} COUNTRY WB_WGI GOV_WGI_CC.SC WB_WGI GOV_WGI_CC.EST
Índice de Percepción de la Corrupción (Transparency International)IND.GOV.quality.corruption_perceptions GOV Governance quality coping capacity {score} COUNTRY
Puntuación de libertad de prensa (RSF)IND.GOV.quality.press_freedom GOV Governance quality coping capacity {score} COUNTRY
Estado de derecho (WGI)IND.GOV.rule_of_law.rule_of_law GOV Rule of law coping capacity {score} COUNTRY WB_WGI GOV_WGI_RL.SC WB_WGI GOV_WGI_RL.EST
Derechos de propiedad y gobernanza basada en normas (CPIA)IND.GOV.rule_of_law.property_rights GOV Rule of law coping capacity {score} COUNTRY WB_WDI IQ.CPA.PROP.XQ
Detenidos sin condena, porcentaje de la población penitenciariaIND.GOV.rule_of_law.unsentenced_detainees GOV Rule of law vulnerability % COUNTRY SDG 16.3.2
Incidencia del soborno entre las empresasIND.GOV.rule_of_law.bribery_incidence_firms GOV Rule of law vulnerability % COUNTRY WB_WDI IC.FRM.BRIB.ZS SDG 16.5.2
Calidad regulatoria (WGI)IND.GOV.policy.regulatory_quality GOV Policy and institutional quality coping capacity {score} COUNTRY WB_WGI GOV_WGI_RQ.SC WB_WGI GOV_WGI_RQ.EST
Calificación general de la CPIA (índice de asignación de recursos de la AIF)IND.GOV.policy.cpia_overall GOV Policy and institutional quality coping capacity {score} COUNTRY WB_WDI IQ.CPA.IRAI.XQ
CPIA: gestión del sector público e institucionesIND.GOV.policy.cpia_public_sector_management GOV Policy and institutional quality coping capacity {score} COUNTRY WB_WDI IQ.CPA.PUBS.XQ
CPIA: transparencia, rendición de cuentas y corrupción en el sector públicoIND.GOV.policy.cpia_transparency GOV Policy and institutional quality coping capacity {score} COUNTRY WB_WDI IQ.CPA.TRAN.XQ
Eficiencia de la movilización de ingresos (CPIA)IND.GOV.policy.tax_administration GOV Policy and institutional quality coping capacity {score} COUNTRY WB_WDI IQ.CPA.REVN.XQ
Desviación de la ejecución presupuestaria respecto del presupuesto aprobadoIND.GOV.policy.budget_execution_deviation GOV Policy and institutional quality vulnerability % COUNTRY SDG 16.6.1
Puntuación general de los Statistical Performance IndicatorsIND.GOV.statistics.spi_overall GOV Statistical capacity coping capacity {score} COUNTRY WB_WDI IQ.SPI.OVRL WB_WDI IQ.SCI.OVRL
Exhaustividad del registro de nacimientosIND.GOV.statistics.birth_registration GOV Statistical capacity coping capacity % COUNTRY WB_WDI SP.REG.BRTH.ZS SDG 16.9.1
Años desde el último censo de poblaciónIND.GOV.statistics.years_since_census GOV Statistical capacity vulnerability a COUNTRY SDG 17.19.2
Puntuación del entorno empresarial (B-READY)IND.GOV.business.bready_overall GOV Business environment coping capacity {score} COUNTRY
Concentración de proveedores de importaciones de minerales críticosIND.ENE.minerals.critical_mineral_import_concentration ENE Critical minerals vulnerability 1 COUNTRY
Pilar de medidas jurídicas del GCI de la UITIND.CYB.capability.gci_legal CYB Cyber capability coping capacity {score} COUNTRY ITU_GCI Legal Measures
Pilar de medidas organizativas del GCI de la UITIND.CYB.capability.gci_organizational CYB Cyber capability coping capacity {score} COUNTRY ITU_GCI Organizational Measures
Legislación vigente de protección de datos y privacidadIND.CYB.capability.data_protection_law CYB Cyber capability coping capacity {bool} COUNTRY ITU_GCI Legal Measures
Desarrollo del gobierno electrónicoIND.CYB.dependence.egovernment_development CYB Digital dependence exposure {score} COUNTRY
Gasto interno bruto en I+D, porcentaje del PIBIND.TEC.capability.rd_expenditure.gdp TEC Technology capability adaptive capacity % COUNTRY SDG 9.5.1 WB_WDI GB.XPD.RSDV.GD.ZS
Investigadores por millón de habitantesIND.TEC.capability.researchers_per_million TEC Technology capability adaptive capacity /10*6 COUNTRY SDG 9.5.2 WB_WDI SP.POP.SCIE.RD.P6
Exportaciones de alta tecnología, porcentaje de las exportaciones de manufacturasIND.TEC.capability.high_tech_exports TEC Technology capability adaptive capacity % COUNTRY WB_WDI TX.VAL.TECH.MF.ZS SDG 9.b.1
Concentración de proveedores de importaciones de semiconductoresIND.TEC.concentration.semiconductor_import_concentration TEC Concentration and dependence vulnerability 1 COUNTRY
Concentración de proveedores de infraestructura en la nubeIND.TEC.concentration.cloud_provider_concentration TEC Concentration and dependence vulnerability 1 COUNTRY
Capacidad de cómputo de IA bajo control extranjero o de un único proveedorIND.TEC.ai.ai_compute_foreign_control TEC Inteligencia artificial vulnerability % COUNTRY
Concentración de proveedores de modelos fundacionalesIND.TEC.ai.foundation_model_concentration TEC Inteligencia artificial vulnerability % COUNTRY
Supervisión de la bioseguridad y la bioprotección de los laboratorios de alta contenciónIND.TEC.bio.biosecurity_lab_oversight TEC Biotecnología coping capacity {score} COUNTRY
Estrategia nacional de RRD alineada con el Marco de Sendai para la Reducción del Riesgo de DesastresIND.CRS.drr.national_drr_strategy CRS DRR strategy coping capacity {score} COUNTRY SENDAI E-1 SDG 1.5.3 SDG 11.b.1 SDG 13.1.2
Gobiernos locales con estrategias de RRD alineadas con la estrategia nacionalIND.CRS.drr.local_drr_strategies CRS DRR strategy coping capacity % COUNTRY, ADM1 SENDAI E-2 SDG 1.5.4 SDG 11.b.2 SDG 13.1.3
05Amenazas

Hazard families this series reads

families, each crosswalked to the UNDRR–ISC Hazard Information Profiles (2025) where a profile exists.

FIG 4 · Hazard families this series reads
Frontera109HAZARDS
1 hazard domains (inner ring) and 16 families (outer ring), sized by hazard count. Select a segment to filter the table below. Source: Hazard Standard Nexus Hazard Standard.
Familia Dominio Amenazas Count
AI system failure and misalignment Tecnologías de frontera y exponenciales AI malfunction in a critical service, Out-of-distribution model failure, Correlated failure of shared AI models, Reliance on fabricated AI output, Specification gaming and reward hacking, Deceptive or strategically misaligned AI, Loss of human control over advanced AI, AI self-replication and exfiltration … 11
AI security and model supply chain Tecnologías de frontera y exponenciales Theft of frontier model weights, Backdoored AI model, AI model supply-chain compromise, Prompt injection against AI agents, AI-enabled cyber offence, Attack on AI compute infrastructure, Adversarial manipulation of machine learning 7
AI misuse and capability uplift Tecnologías de frontera y exponenciales AI uplift for biological weapons, AI uplift for chemical weapons, Synthetic media at scale, Non-consensual synthetic intimate imagery, AI-driven mass persuasion, AI-enabled mass surveillance and repression, AI-enabled seizure or entrenchment of power, Malicious use of AI 8
Agentic AI acting at scale Tecnologías de frontera y exponenciales Runaway autonomous agent action, Multi-agent interaction cascade, Algorithmic market flash crash, Human deskilling and over-reliance on AI, Gradual human disempowerment by AI, Autonomous agent overreach 6
Algorithmic decision and structural harm Tecnologías de frontera y exponenciales Harmful automated decision-making, Clinical AI error, Rapid AI-driven labour displacement, Concentration of frontier AI capability, Competitive AI race and safety erosion, Degradation of the shared knowledge base, Recommender-system amplification harm, Harm from AI companions and chatbots … 12
Robotics, autonomy and autonomous weapons Tecnologías de frontera y exponenciales Lethal autonomous weapon use, Drone swarm attack, Weaponised small drone attack, Drone intrusion into protected airspace, AI-accelerated military escalation, AI in nuclear command, control and warning, Industrial and service robot injury, Autonomous vehicle system failure … 10
Biotecnología y biología sintética Tecnologías de frontera y exponenciales Engineered pandemic pathogen, Dual-use research of concern, Benchtop DNA synthesis misuse, Biological design tool misuse, Automated biofoundry accident, Gene drive escape, Engineered organism escape into the environment, Mirror-image organism creation or release … 10
Nanotechnology and advanced materials Tecnologías de frontera y exponenciales Engineered nanomaterial exposure, High-aspect-ratio nanofibre inhalation, Nanomaterial accumulation in the environment, Uncontrolled self-replicating nanomachines, Molecular manufacturing arms race 5
Neurotechnology, human enhancement and extended reality Tecnologías de frontera y exponenciales Brain-computer interface failure, Neural device compromise, Neural data exploitation, Cognitive enhancement harm and coercion, Heritable human genome editing harm, Extended-reality physical and psychological harm, Manipulation of augmented perception 7
Quantum technology and cryptographic transition Tecnologías de frontera y exponenciales Cryptographically relevant quantum computer, Harvest-now, decrypt-later collection, Post-quantum migration failure, Quantum sensing erosion of strategic concealment 4
Tecnologías de intervención climática Tecnologías de frontera y exponenciales Solar geoengineering termination shock, Stratospheric aerosol injection side effects, Marine cloud brightening side effects, Unilateral or rogue geoengineering deployment, Ocean fertilisation side effects, Ocean alkalinity enhancement side effects, Large-scale carbon removal land and water competition, Geological carbon storage leakage … 11
Space technology and orbital infrastructure Tecnologías de frontera y exponenciales Destructive anti-satellite strike, Non-kinetic counterspace attack, Mega-constellation orbital congestion, Constellation-wide service failure, Upper-atmosphere pollution from launches and re-entries, Satellite interference with sky observation, Back-contamination from extraterrestrial samples 7
Digital infrastructure concentration and monoculture Tecnologías de frontera y exponenciales Critical open-source dependency failure, Advanced semiconductor fabrication concentration, Digital identity and trust service failure 3
Advanced and distributed manufacturing Tecnologías de frontera y exponenciales 3D-printed and untraceable firearms, Distributed production of weapon components, Additively manufactured critical part failure 3
Energy-transition technology failures Tecnologías de frontera y exponenciales Lithium battery fire in vehicles and transport, Mass manipulation of connected energy devices, Advanced reactor material security risk, Critical mineral supply concentration 4
Distributed ledgers and digital assets Tecnologías de frontera y exponenciales Smart-contract and oracle exploit 1
06Métodos

Method libraries

Each method has a reference implementation or declares the specialist model, data or adapter it still needs; none is promoted beyond its evidence.

45 methods

Aseguramiento científico

Unit Verification · Analytical Benchmark · Convergence Testing · Numerical Stability · Solver Tolerance · Mesh Grid Convergence · Reproducibility …

38 methods

Matemáticas y estadística universales

Robust Distribution · Empirical Distribution · Bayesian Updating · Hierarchical Bayesian · Extreme Value · Tail Risk · Copula Dependency …

07Users

Who uses it

Governments and national risk agencies

Prioritise prevention and preparedness. Plan with subnational layers. Track Sendai targets. Co-develop a national index.

Companies and supply chains

Screen sites and suppliers. Watch chokepoints and pulse. Read country context.

Universities and research

Replicate every value. Study methods. Contribute data and review.

08Informes

Nexus Reports

Edition code
XT-10
Edition status
prevista
Asunto
Set by Nexus Reports at commissioning

Nexus Reports

09Citar

Citar y reutilizar

GCRI Canada (2026). The Global Risks Index (NXS-GRX): Digital twins and simulation series (GRX-SER-XT-10), Baseline Edition 2026. Preparatory working draft. https://risksindex.com/series/xt-10/ UNI NXS-GRX-AR-000097.
Series key
grix:SER.XT-10:{ISO3}:{YEAR}:A
Domain keys
nis:IDX.GOV.quality.governance_weakness:{ISO3}:{YEAR}:A nis:IDX.TEC.concentration.technology_concentration_risk:{ISO3}:{YEAR}:A

Every country reads this series

Each country profile carries the domain indices this series is built from.

Perfiles de país Todas las series

Estado

La metodología, la estructura y las definiciones de The Global Risks Index son un borrador de trabajo preparatorio (2026), difundido para examen y comentarios y no para su aplicación. Ningún valor aparece hasta que se publica una edición a partir de un corte de evidencia gobernado; los valores incluyen entonces intervalos, clases, fuentes y su vía de corrección. Los simuladores aplican los métodos publicados a las cifras que usted elija y nunca muestran un valor del NXS-GRX.

Lo que NXS-GRX no es

NXS-GRX es información de investigación y analítica de riesgos. No es una calificación crediticia ni ESG y no usa ninguna escala de calificación; no es un índice de referencia para instrumentos financieros, ni estadística oficial, ni una alerta de emergencia o clasificación oficial, ni asesoramiento. No debe usarse para evaluar a personas físicas. Las clases de riesgo son bandas en una escala publicada, nunca clasificaciones de países ni de personas.

Instituciones y fuentes

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.

Cada valor lleva la atribución de sus fuentes, que conservan sus propias licencias. Los nombres externos se citan únicamente a efectos de interoperabilidad. Los textos de autoría de Nexus están destinados a publicarse bajo CC BY 4.0.

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.