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The Global Risks Index

The Global Risks Index · Methods · model registry 1.0.0

Every risk method, standardised

670 methods across hazard science, exposure, vulnerability, loss, catastrophe, financial, sovereign, systemic, climate, health, cyber and assurance, each with a stable ID, an honest implementation state and the standards that govern it.

Halaman GRX-MTHEdisi Edisi Dasar 2026Batas akhir bukti 2026-09-30Nilai belum diterbitkanMetode v1.0.0-draft
670
metode
23
fabrics
169
kernel-bound
48
connected or reference

01Fabrics

23 method fabrics

Every quantitative method the index and its platform may use is registered once, in one fabric, with a stable capability ID; a title is display text only.

Fabric Kapabilitas Kernel-bound Planes Standar
Matematika dan statistika universal 38 26 Julia, TypeScript
Ilmu bahaya 37 7 Julia, Python
Intelijen keterpaparan dan aset 18 4 TypeScript, Python, SQL
Kerentanan, kerapuhan, dan ketahanan 19 8 Julia, Python
Konsekuensi dan kerugian 18 6 Julia, Python, r
Risiko katastrofe 23 13 Julia, Python, r
Jaringan, ketergantungan, dan risiko sistemik 21 10 Julia, Python
Risiko keuangan 57 13 Julia, Python, r
Asuransi dan reasuransi 38 14 r, Julia
Pasar, perdagangan, dan rantai pasok 30 7 Julia, Python
Sovereign, macroeconomic and development risk 28 5 Julia, Python, r
Kebijakan, regulasi, dan tata kelola 17 1 Python, Julia
Risiko air 26 7 Julia, Python
Pangan, pertanian, dan perikanan 25 2 Python, Julia
Risiko energi 26 7 Julia, Python
Kesehatan dan epidemiologi 25 9 Julia, Python, r
Iklim, alam, dan keanekaragaman hayati 24 3 Python, Julia
Critical infrastructure and industrial risk 27 6 Julia, Python
Siber, AI, dan teknologi mutakhir 56 6 Python, rust, Julia
Geopolitik, konflik, dan keamanan manusia 21 5 Python, Julia
Proyek, program, dan investasi infrastruktur 27 2 Julia, Python
Data risiko 24 0 TypeScript, Python, rust, SQL
Penjaminan ilmiah 45 16 Julia, Python, r, rust
02Status

What is implemented

169 capabilities are bound to hand-written scientific kernels with golden-value tests in Python, Julia or R. Every capability is release-held, with a supported claim level of integrated.

model registry 1.0.0 · 670 capabilities
Terhubung9
Reference implementation39
Adapter required327
Specialist model required159
Data required136
Kernel bindings by plane
Python161
Julia4
r4
Terhubung
An existing governed engine path is available; specialist physics still needs validation for the context of use.
Reference implementation
Transparent reference mathematics for diagnostics and parity, not institutional-grade calibration.
Adapter required
Registered; an execution adapter is still to be built. Requests fail closed.
Specialist model required
Needs a specialist domain model. Requests fail closed rather than fabricate an output.
Data required
Needs governed data that is not yet available. Requests fail closed.
03Contract

What every method must carry

The same contract applies to an NXS-GRX (canonical data, provenance and risk) index, a custom index in Index Studio and a model run in Model Lab.

Bukti
sealed RiskDataCut for data-grounded execution; source release and exact-record lineage; rights/purpose decision; chronotope; model/method version; uncertainty and applicability evidence
Ketidakpastian
aleatory where applicable, epistemic, parameter, model-form, data, scenario
Verification and validation
verification, calibration or justification, validation or benchmark, applicability, reproducibility
Keluaran
uncertainty-packet, evidence-envelope, vvuq-receipt
Refusals
NO_DATA_IS_NOT_ZERO NO_UNGROUNDED_MONETARY_TRUTH NO_FAKE_SPATIAL_MATERIALIZATION NO_CAUSAL_CLAIM_WITHOUT_IDENTIFICATION NO_CALIBRATION_CLAIM_WITHOUT_EVIDENCE NO_AUTHORITY_ESCALATION
04Honesty

What registration does not mean

  • Capability registration is not model execution, calibration, observation, validation or assurance.
  • CONNECTED means an existing governed engine path is available; specialist domain physics still requires context-of-use validation.
  • IMPLEMENTED_REFERENCE means transparent reference mathematics exists for diagnostics/parity, not institutional-grade calibration.
  • SPECIALIST_MODEL_REQUIRED dan DATA_REQUIRED fail closed rather than fabricate outputs.
  • Cryptographic integrity proves the network's own records relationships, not scientific truth.

Bentuk

Comment on the methodology

Open consultation on normalisation, weighting, aggregation, imputation, uncertainty and validation; every comment receives a disposition in the consultation record.

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Usulkan metode

New methods are registered with a stable ID, a hand-derived golden test and their evidence obligations before any page uses them.