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The Global Risks Index

The Global Risks Index · XT-08 · Exponential technology series

Drone, robotika, dan sistem otonom

Sistem otonom dan robotik di logistik, pertanian, industri, dan keamanan: kegagalan, penyalahgunaan, dan pengawasan keselamatan.

Konstruksi Indikator
Page GRX-SER-XT-08Edition Baseline Edition 2026Evidence close 2026-09-30Subject NXS-GRX (canonical data, provenance and risk) proposedNexus Reports XT-08 (planned)Values not yet publishedMethod v1.0.0-draft
FIG 1 · Series at a glance
Indeks domain

3

Conflict risk · Infrastructure fragility · Technology concentration risk.

Indikator

81

3 index domains

Hazard families

29

Frontier and exponential technology · Built systems

Metode

56

Siber, AI, dan teknologi mutakhir

Counts from the indicator, hazard and model registries.
3
indeks ranah
81
indicators in scope
2
ranah bahaya
4
client groups

01Lingkup

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. Where are autonomous systems entering safety-critical roles?
  2. What oversight exists for their failure modes?
  3. How could misuse create new hazards?
02Konstruksi

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 Drones, robotics and autonomous systems index is built

Graph7 nodes
Grafik
01Indeks domain
02Series index
03Readings

100%
Indeks
  1. Risiko konflik

    Domain index · IDX · CON
    Mazziotta–Pareto aggregation, on 0 to 10, of conflict intensity, civilian harm, societal insecurity and external fragility assessments.
  2. Kerapuhan infrastruktur

    Domain index · IDX · INF
    Index of transport and digital connectivity deficits, utility fragility, energy supply unreliability and realised disruption impact on a 0–10 scale, higher meaning more fragile.
  3. Risiko konsentrasi teknologi

    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.
  4. Drones, robotics and autonomous systems index

    Series index · SERIES · XT-08
    Sistem otonom dan robotik di logistik, pertanian, industri, dan keamanan: kegagalan, penyalahgunaan, dan pengawasan keselamatan.
  5. Country readings

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

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

    Output · OUTPUT · population or exposure weighted
    Published with intervals and classes when the edition is released.
Belum dijalankanSedang berjalanSelesai
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.
03Indeks

Domain indices in this series

The Global Risks Index · XT-08 · 195 profiles · 0–10 scale
Drones, robotics and autonomous systems index, world
–
Nilai terbit bersama edisi; interval, kelas, dan perubahan muncul di sini.
Indeks Nilai Perubahan Perubahan % Interval 90% Kelas · probabilitas Tren Rentang
Risiko konflikNXS-GRX · CON – – – – –
Kerapuhan infrastrukturNXS-GRX · INF – – – – –
Risiko konsentrasi teknologiNXS-GRX · TEC – – – – –

Domains read: Technology and frontier, Infrastructure, Conflict and security.

04Indikator

81 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
INF · 24CON · 19TEC · 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.
Indikator Domain Sub-domain Komponen Unit Tingkat Crosswalks
Ketergantungan impor neto untuk mineral kritisIND.ECO.concentration.critical_minerals_import_reliance ECO Export and import concentration vulnerability % COUNTRY
Perdagangan laut yang terpapar titik sempit maritimIND.ECO.supply_chain.chokepoint_exposure ECO Supply-chain exposure keterpaparan % COUNTRY
Standar desain perlindungan banjirIND.HAZ.flood.flood_protection_standard HAZ Flood kapasitas penanggulangan a COUNTRY, ADM1, CITY, SITE
Luas permukaan terbangunIND.HAZ.exposure.built_up_area HAZ Keterpaparan context km2 COUNTRY, ADM1, ADM2, CITY, GRID
Area terbangun di zona bahaya tinggiIND.HAZ.exposure.built_up_exposed HAZ Keterpaparan keterpaparan km2 COUNTRY, ADM1, ADM2, CITY, GRID
Kepadatan jalanIND.ENV.land.road_density ENV Land and forests hazard km/km2 COUNTRY, ADM1, ADM2, CITY, GRID
Sampah padat perkotaan yang dikelola di fasilitas terkendaliIND.ENV.pollution.msw_controlled_management.share ENV Pollution and waste kapasitas penanggulangan % COUNTRY, CITY SDG 11.6.1 EPI MSW
Aliran air limbah yang diolah secara amanIND.WAT.quality.wastewater_safely_treated.share WAT Water quality kapasitas penanggulangan % COUNTRY, CITY SDG 6.3.1 EPI WWT
Rasio ketergantungan pada air terbarukan dari luarIND.WAT.dependence.external_water_dependency WAT Transboundary dependence keterpaparan % COUNTRY
PDB dalam kegiatan yang bergantung pada GNSS, porsiIND.SPC.dependence.gnss_dependent_gdp.share SPC Space-service dependence keterpaparan % COUNTRY, PORTFOLIO UNDRR_HIPS_2025 ET0102
Layanan kritis yang bergantung pada satelit tanpa cadangan, porsiIND.SPC.dependence.satellite_service_exposure.share SPC Space-service dependence vulnerability % COUNTRY
Jaringan tegangan tinggi di zona bahaya geolistrik tinggi, porsiIND.SPC.dependence.grid_gic_exposure.share SPC Space-service dependence keterpaparan % COUNTRY, ADM1
Waktu tempuh ke fasilitas kesehatan terdekatIND.HLT.system.health_facility_travel_time HLT Health system capacity vulnerability min COUNTRY, ADM1, ADM2, CITY, GRID
Pemuda yang tidak bekerja, tidak bersekolah, atau tidak mengikuti pelatihanIND.SOC.protection.youth_neet SOC Perlindungan sosial vulnerability % COUNTRY WB_WDI SL.UEM.NEET.ZS SDG 8.6.1 ILO SDG_0861_SEX_RT
Penduduk perkotaan, porsi terhadap totalIND.DEM.urbanisation.urban_share DEM Urbanisation context % COUNTRY WB_WDI SP.URB.TOTL.IN.ZS
Pertumbuhan penduduk perkotaanIND.DEM.urbanisation.urban_growth DEM Urbanisation vulnerability % COUNTRY WB_WDI SP.URB.GROW
Penduduk perkotaan yang tinggal di permukiman kumuhIND.DEM.urbanisation.slum_share DEM Urbanisation vulnerability % COUNTRY WB_WDI EN.POP.SLUM.UR.ZS SDG 11.1.1
Pengungsi menurut negara asalIND.DEM.displacement.refugees_origin DEM Forced displacement impact {persons} COUNTRY UNHCR REF WB_WDI SM.POP.REFG.OR
Pengungsi menurut negara asal, per 100,000 pendudukIND.DEM.displacement.refugees_origin.p100k DEM Forced displacement impact /10*5 COUNTRY SDG 10.7.4
Pengungsi internal, konflik dan kekerasan (stok)IND.DEM.displacement.idp_conflict DEM Forced displacement impact {persons} COUNTRY, ADM1 IDMC conflict_total_displacement WB_WDI VC.IDP.TOCV UNHCR IDP
Pengungsi internal, per 100,000 pendudukIND.DEM.displacement.idp_total.p100k DEM Forced displacement impact /10*5 COUNTRY
Pengungsian internal baru, konflik dan kekerasanIND.DEM.displacement.new_displacement_conflict DEM Forced displacement impact 1 COUNTRY, ADM1 IDMC conflict_new_displacement WB_WDI VC.IDP.NWCV
Pengungsian internal baru, per 100,000 pendudukIND.DEM.displacement.new_displacement.p100k DEM Forced displacement impact /10*5 COUNTRY
Korban jiwa yang dilaporkan akibat kekerasan politik terorganisasiIND.CON.violence.conflict_fatalities CON Organised violence hazard 1 COUNTRY, ADM1, ADM2, GRID ACLED fatalities
Korban jiwa konflik per 100,000 pendudukIND.CON.violence.conflict_fatalities.p100k CON Organised violence hazard /10*5 COUNTRY, ADM1, ADM2 SDG 16.1.2
Kematian terkait pertempuran (UCDP)IND.CON.violence.battle_related_deaths CON Organised violence hazard {persons} COUNTRY WB_WDI VC.BTL.DETH
Peristiwa kekerasan politikIND.CON.violence.political_violence_events CON Organised violence hazard 1 COUNTRY, ADM1, ADM2, GRID ACLED Political violence
Peristiwa konflik bersenjataIND.CON.violence.armed_conflict_events CON Organised violence hazard 1 COUNTRY, ADM1, ADM2, GRID ACLED Battles ACLED Explosions/Remote violence
Sebaran geografis konflikIND.CON.violence.conflict_diffusion CON Organised violence keterpaparan % COUNTRY ACLED Diffusion
Fragmentasi aktor bersenjataIND.CON.violence.armed_group_fragmentation CON Organised violence hazard 1 COUNTRY ACLED Fragmentation
Angka pembunuhan disengajaIND.CON.violence.homicide_rate CON Organised violence hazard /10*5 COUNTRY, ADM1, CITY WB_WDI VC.IHR.PSRC.P5 SDG 16.1.1
Belanja militer, porsi terhadap PDBIND.CON.violence.military_expenditure.gdp CON Organised violence vulnerability % COUNTRY WB_WDI MS.MIL.XPND.GD.ZS
Personel angkatan bersenjata, porsi terhadap angkatan kerjaIND.CON.violence.armed_forces_share CON Organised violence vulnerability % COUNTRY WB_WDI MS.MIL.TOTL.TF.ZS
Peristiwa yang menyasar warga sipilIND.CON.civilian.civilian_targeting_events CON Civilian harm hazard 1 COUNTRY, ADM1, ADM2, GRID ACLED civilian_targeting ACLED Violence against civilians
Korban jiwa warga sipil akibat kekerasan yang menyasar, per 100,000 pendudukIND.CON.civilian.civilian_fatalities.p100k CON Civilian harm impact /10*5 COUNTRY, ADM1 ACLED Danger
Serangan terhadap layanan kesehatanIND.CON.civilian.attacks_on_health_care CON Civilian harm impact 1 COUNTRY
Korban ranjau darat dan sisa bahan peledak perangIND.CON.civilian.explosive_ordnance_casualties CON Civilian harm impact {persons} COUNTRY
Kerusuhan dan demonstrasi dengan kekerasanIND.CON.peace.riot_events CON Peacefulness hazard 1 COUNTRY, ADM1, CITY ACLED Riots
Skor keseluruhan Global Peace Index (IEP)IND.CON.peace.gpi_score CON Peacefulness vulnerability {score} COUNTRY GPI Overall Score
Skor domain konflik berlangsung Global Peace Index (IEP)IND.CON.peace.gpi_ongoing_conflict CON Peacefulness hazard {score} COUNTRY GPI Ongoing Domestic and International Conflict
Klasifikasi OECD States of FragilityIND.CON.fragility.oecd_fragility_class CON Fragility vulnerability {class} COUNTRY OECD_FRAGILITY Fragile contexts
Status situasi rapuh dan terdampak konflik menurut Bank DuniaIND.CON.fragility.wb_fcs_status CON Fragility vulnerability {bool} COUNTRY
Stabilitas politik dan ketiadaan kekerasan (WGI)IND.GOV.quality.political_stability GOV Governance quality kapasitas penanggulangan {score} COUNTRY WB_WGI GOV_WGI_PV.SC WB_WGI GOV_WGI_PV.EST
Pemadaman listrik yang dialami perusahaan dalam sebulan biasaIND.ENE.reliability.firm_power_outages ENE Reliability vulnerability /mo COUNTRY WB_WDI IC.ELC.OUTG
Durasi rata-rata gangguan sistem (SAIDI)IND.ENE.reliability.saidi ENE Reliability vulnerability h/a COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
Frekuensi rata-rata gangguan sistem (SAIFI)IND.ENE.reliability.saifi ENE Reliability vulnerability /a COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
Konsentrasi pemasok impor mineral kritisIND.ENE.minerals.critical_mineral_import_concentration ENE Mineral kritis vulnerability 1 COUNTRY
Penduduk perdesaan dalam jarak 2 km dari jalan segala musimIND.INF.transport.rural_road_access INF Transportasi kapasitas penanggulangan % COUNTRY, ADM1 SDG 9.1.1
Kinerja logistikIND.INF.transport.logistics_performance INF Transportasi kapasitas penanggulangan {score} COUNTRY WB_WDI LP.LPI.OVRL.XQ
Konektivitas pelayaran reguler relatif terhadap batas terbaikIND.INF.transport.liner_shipping_connectivity INF Transportasi kapasitas penanggulangan % COUNTRY WB_WDI IS.SHP.GCNW.XQ
Penumpang udara yang diangkut per kapitaIND.INF.transport.air_passengers.pc INF Transportasi kapasitas penanggulangan {passengers}/a/{person} COUNTRY WB_WDI IS.AIR.PSGR
Penduduk perkotaan dengan akses mudah ke transportasi umumIND.INF.transport.public_transport_access INF Transportasi kapasitas penanggulangan % CITY, ADM1, COUNTRY SDG 11.2.1 ISO_37120 ISO 37120:2018
Jaringan jalan dan rel di zona bahaya tinggi, porsiIND.INF.transport.network_exposed.share INF Transportasi keterpaparan % COUNTRY, ADM1, ADM2, CITY, GRID
Individu yang menggunakan internetIND.INF.digital.internet_users INF Digital connectivity kapasitas penanggulangan % COUNTRY, ADM1, CITY SDG 17.8.1 WB_WDI IT.NET.USER.ZS
Penduduk yang tercakup jaringan seluler, menurut teknologiIND.INF.digital.mobile_network_coverage INF Digital connectivity kapasitas penanggulangan % COUNTRY, ADM1 SDG 9.c.1
Langganan pita lebar tetap per 100 pendudukIND.INF.digital.fixed_broadband INF Digital connectivity kapasitas penanggulangan /10*2 COUNTRY, ADM1 SDG 17.6.1 WB_WDI IT.NET.BBND.P2
Redundansi rute konektivitas internasionalIND.INF.digital.international_connectivity_redundancy INF Digital connectivity kapasitas penanggulangan 1 COUNTRY
Jam gangguan internet berskala nasionalIND.INF.digital.internet_disruption_hours INF Digital connectivity impact h/a COUNTRY
Ketahanan jaringan listrikIND.INF.utilities.power_grid_resilience INF Utilities kapasitas penanggulangan {score} COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
Ketahanan jaringan pasokan airIND.INF.utilities.water_network_resilience INF Utilities kapasitas penanggulangan {score} COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
Fasilitas kritis dengan daya cadangan 72 jamIND.INF.utilities.critical_facility_backup_power INF Utilities kapasitas penanggulangan % COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
Aset pasokan air di zona bahaya tinggi, porsiIND.INF.utilities.water_assets_exposed.share INF Utilities keterpaparan % COUNTRY, ADM1, ADM2, CITY, GRID
Aset pembangkit dan jaringan listrik di zona bahaya tinggi, porsiIND.INF.utilities.power_assets_exposed.share INF Utilities keterpaparan % COUNTRY, ADM1, ADM2, CITY, GRID
Fasilitas vital di zona bahaya tinggi, porsiIND.INF.utilities.lifeline_facilities_exposed.share INF Utilities keterpaparan % COUNTRY, ADM1, ADM2, CITY, GRID
Kesenjangan investasi infrastruktur, porsi terhadap PDBIND.INF.utilities.infrastructure_investment_gap.gdp INF Utilities vulnerability % COUNTRY
City electricity interruption hours per customerIND.INF.urban.power_interruption_hours INF Urban systems vulnerability h/a CITY ISO_37120 ISO 37120:2018
Unit infrastruktur kritis yang rusak atau hancur akibat bencanaIND.INF.disruption.critical_infrastructure_damage INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-1 SDG 11.5.2
Fasilitas kesehatan yang rusak atau hancur akibat bencanaIND.INF.disruption.health_facilities_damaged INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-2
Fasilitas pendidikan yang rusak atau hancur akibat bencanaIND.INF.disruption.education_facilities_damaged INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-3
Gangguan layanan dasar yang disebabkan bencanaIND.INF.disruption.basic_service_disruptions INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-5
Kerugian ekonomi langsung pada infrastruktur kritis, porsi terhadap PDBIND.INF.disruption.critical_infrastructure_loss.gdp INF Service disruption impact % COUNTRY, ADM1 SENDAI C-5
Insiden siber yang mengganggu layanan kritisIND.CYB.incidents.critical_sector_incidents CYB Incidents impact 1 COUNTRY
Belanja domestik bruto untuk litbang, porsi terhadap PDBIND.TEC.capability.rd_expenditure.gdp TEC Technology capability kapasitas adaptif % COUNTRY SDG 9.5.1 WB_WDI GB.XPD.RSDV.GD.ZS
Peneliti per juta pendudukIND.TEC.capability.researchers_per_million TEC Technology capability kapasitas adaptif /10*6 COUNTRY SDG 9.5.2 WB_WDI SP.POP.SCIE.RD.P6
Ekspor teknologi tinggi, porsi terhadap ekspor manufakturIND.TEC.capability.high_tech_exports TEC Technology capability kapasitas adaptif % COUNTRY WB_WDI TX.VAL.TECH.MF.ZS SDG 9.b.1
Konsentrasi pemasok impor semikonduktorIND.TEC.concentration.semiconductor_import_concentration TEC Concentration and dependence vulnerability 1 COUNTRY
Konsentrasi penyedia infrastruktur cloudIND.TEC.concentration.cloud_provider_concentration TEC Concentration and dependence vulnerability 1 COUNTRY
Kapasitas komputasi AI di bawah kendali asing atau penyedia tunggalIND.TEC.ai.ai_compute_foreign_control TEC Kecerdasan buatan vulnerability % COUNTRY
Konsentrasi penyedia model fondasiIND.TEC.ai.foundation_model_concentration TEC Kecerdasan buatan vulnerability % COUNTRY
Pengawasan biosafety dan biosekuriti laboratorium penahanan tinggiIND.TEC.bio.biosecurity_lab_oversight TEC Bioteknologi kapasitas penanggulangan {score} COUNTRY
Penduduk dalam jangkauan 15 menit dari layanan daruratIND.CRS.response.emergency_service_access CRS Response capacity kapasitas penanggulangan % COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
05Bahaya

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
Standar bahayaGaris depan219HAZARDS
2 hazard domains (inner ring) and 29 families (outer ring), sized by hazard count. Select a segment to filter the table below. Source: Hazard Standard Nexus Hazard Standard.
Keluarga Domain Bahaya Jumlah
AI system failure and misalignment Teknologi terdepan dan eksponensial 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 Teknologi terdepan dan eksponensial 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 Teknologi terdepan dan eksponensial 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 Teknologi terdepan dan eksponensial 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 Teknologi terdepan dan eksponensial 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 Teknologi terdepan dan eksponensial 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
Bioteknologi dan biologi sintetis Teknologi terdepan dan eksponensial 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 Teknologi terdepan dan eksponensial 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 Teknologi terdepan dan eksponensial 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 Teknologi terdepan dan eksponensial Cryptographically relevant quantum computer, Harvest-now, decrypt-later collection, Post-quantum migration failure, Quantum sensing erosion of strategic concealment 4
Teknologi intervensi iklim Teknologi terdepan dan eksponensial 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 Teknologi terdepan dan eksponensial 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 Teknologi terdepan dan eksponensial Critical open-source dependency failure, Advanced semiconductor fabrication concentration, Digital identity and trust service failure 3
Advanced and distributed manufacturing Teknologi terdepan dan eksponensial 3D-printed and untraceable firearms, Distributed production of weapon components, Additively manufactured critical part failure 3
Energy-transition technology failures Teknologi terdepan dan eksponensial Lithium battery fire in vehicles and transport, Mass manipulation of connected energy devices, Advanced reactor material security risk, Critical mineral supply concentration 4
Buku besar terdistribusi dan aset digital Teknologi terdepan dan eksponensial Smart-contract and oracle exploit 1
Structural and civil failure Sistem terbangun Building collapse, Facade and cladding failure, Non-building structure failure, Bridge failure, Tunnel failure, Dam failure, Levee breach, Pipeline rupture 8
Utility and communication network outage Sistem terbangun Widespread power outage, Water supply failure, Sewer and drain failure, Gas supply network failure, Telecommunications outage, Emergency communications failure 6
Transport accidents Sistem terbangun Air transport accident, Maritime accident, Inland waterway accident, Rail accident, Road crash 5
Industrial and process accidents Sistem terbangun Industrial explosion, Reactive chemical store explosion, Industrial fire, Building and urban fire, Explosives accident, Mine accident, Oil and gas extraction accident, Battery thermal runaway fire … 15
Energy system instability and shortfall Sistem terbangun Low-inertia grid instability, System frequency collapse, Voltage collapse, Mass inverter disconnection, Grid power oscillation, Generation adequacy shortfall, Low wind and solar energy drought, Drought-driven hydropower shortfall … 22
Water and wastewater system failure Sistem terbangun Wastewater treatment plant failure, Distribution network contamination intrusion, Water treatment dosing error, Prolonged drinking-water advisory, Desalination plant outage, Raw-water intake loss, Chronic distribution leakage, Intermittent piped supply … 9
Telecom and data-centre failure Sistem terbangun Data-centre outage, Data-centre fire, Mobile or fixed core network failure, Terrestrial fibre backbone cut, Internet exchange or landing hub failure, Time and synchronisation failure, Telecom backup power exhaustion, Broadcast transmission loss 8
Space-based service loss Sistem terbangun Navigation satellite system fault, Satellite communications outage, Weather and Earth-observation satellite gap, Satellite ground segment failure 4
Seabed infrastructure damage Sistem terbangun Subsea pipeline damage, Subsea power cable damage, Covert seabed infrastructure sabotage 3
Transport network disruption Sistem terbangun Air traffic management failure, Large-scale airspace closure, Rail network outage, Heat-induced track buckling, Strategic road network closure, Low-water navigation restriction, Navigation lock or canal structure failure, Dangerous goods transport accident … 12
Food system infrastructure failure Sistem terbangun Food storage loss, Irrigation system failure, Food processing bottleneck, Strategic food reserve depletion, Loss of energy for food production 5
Urban and building-stock stress Sistem terbangun Building overheating, Seismically and structurally vulnerable stock, Defective building material in use, Construction and temporary works collapse, Tunnelling and excavation ground damage, High-rise evacuation failure 6
Ageing and degraded infrastructure Sistem terbangun Infrastructure deterioration, Deferred maintenance backlog, Reinforced concrete deterioration, Metal fatigue cracking, Ageing dam and reservoir stock, Legacy technology obsolescence, Infrastructure skills shortage 7
06Metode

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.

56 methods

Siber, AI, dan teknologi mutakhir

Cyber Attack Surface · Exploitability · Threat Likelihood · Cyber Asset Criticality · Intrusion Propagation · Ransomware Risk · Identity Compromise …

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.

Insurers, reinsurers and risk pools

Read hazard, exposure and protection-gap context. Run scenario and tail analytics. Study parametric index design questions.

Regulators, supervisors and central banks

Design supervisory scenarios. Read systemic coupling. Replicate methods.

08Laporan

Edisi Nexus Reports

Edition code
XT-08
Edition status
direncanakan
Subjek
Set by Nexus Reports at commissioning

Edisi Nexus Reports

09Kutip

Kutip dan gunakan kembali

GCRI Canada (2026). The Global Risks Index (NXS-GRX): Drones, robotics and autonomous systems series (GRX-SER-XT-08), Baseline Edition 2026. Preparatory working draft. https://risksindex.com/series/xt-08/ UNI NXS-GRX-AR-000095.
Series key
grix:SER.XT-08:{ISO3}:{YEAR}:A
Domain keys
nis:IDX.CON.violence.conflict_risk:{ISO3}:{YEAR}:A nis:IDX.INF.disruption.infrastructure_fragility:{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.

Profil negara Semua seri

Status

Metodologi, struktur, dan definisi The Global Risks Index merupakan draf kerja persiapan (2026), yang diedarkan untuk ditinjau dan dikomentari, bukan untuk diterapkan. Tidak ada nilai yang ditampilkan sampai sebuah edisi dirilis dari pemotongan bukti yang diatur; nilai-nilai tersebut kemudian memuat interval, kelas, sumber, dan jalur koreksinya. Simulator menjalankan metode yang diterbitkan pada angka yang Anda pilih dan tidak pernah menampilkan nilai NXS-GRX.

Apa yang bukan NXS-GRX

NXS-GRX adalah informasi riset dan analitik risiko. NXS-GRX bukan peringkat kredit atau ESG dan tidak memakai skala peringkat, bukan acuan untuk instrumen keuangan, bukan statistik resmi, bukan peringatan darurat atau klasifikasi resmi, dan bukan nasihat. NXS-GRX tidak boleh digunakan untuk menilai orang perseorangan. Kelas risiko adalah pita pada skala yang diterbitkan, tidak pernah peringkat negara atau orang.

Lembaga dan sumber

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.

Setiap nilai memuat atribusi sumbernya, yang tetap memiliki lisensinya masing-masing. Nama-nama eksternal dikutip semata-mata untuk interoperabilitas. Teks yang disusun Nexus direncanakan berlisensi CC BY 4.0 saat dirilis.

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.