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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.

پەڕە GRX-MTHوەشان وەشانی بنەڕەت 2026داخستنی بەڵگە 2026-09-30بەهاکان هێشتا بڵاونەکراوەتەوەڕێباز v1.0.0-draft
670
methods
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 Capabilities Kernel-bound Planes ستاندارد
بیرکاری و ئاماری گشتگیر 38 26 Julia, TypeScript
زانستی مەترسیدەر 37 7 Julia, Python
زانیاریی ڕووبەڕووبوون و سامان 18 4 TypeScript, Python, SQL
لاوازی، ناسکی و خۆڕاگری 19 8 Julia, Python
دەرئەنجام و زیان 18 6 Julia, Python, r
مەترسیی کارەسات 23 13 Julia, Python, r
تۆڕەکان، پشتبەستن و مەترسیی سیستەمی 21 10 Julia, Python
مەترسیی دارایی 57 13 Julia, Python, r
بیمە و دووبارەبیمە 38 14 r, Julia
بازاڕ، بازرگانی و زنجیرەکانی دابینکردن 30 7 Julia, Python
Sovereign, macroeconomic and development risk 28 5 Julia, Python, r
سیاسەت، ڕێکخستن و حوکمڕانی 17 1 Python, Julia
مەترسیی ئاو 26 7 Julia, Python
خۆراک، کشتوکاڵ و ماسیگری 25 2 Python, Julia
مەترسیی وزە 26 7 Julia, Python
تەندروستی و پەتاناسی 25 9 Julia, Python, r
کەشوهەوا، سروشت و فرەجۆریی زیندەوەری 24 3 Python, Julia
Critical infrastructure and industrial risk 27 6 Julia, Python
سایبەر، زیرەکی دەستکرد و تەکنەلۆجیای پێشەنگ 56 6 Python, rust, Julia
جیۆپۆلیتیک، ململانێ و ئاسایشی مرۆیی 21 5 Python, Julia
پرۆژە، بەرنامە و وەبەرهێنان لە ژێرخاندا 27 2 Julia, Python
داتای مەترسی 24 0 TypeScript, Python, rust, SQL
دڵنیاکردنەوەی زانستی 45 16 Julia, Python, r, rust
02دۆخ

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
Connected9
Reference implementation39
Adapter required327
Specialist model required159
Data required136
Kernel bindings by plane
Python161
Julia4
r4
Connected
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.

بەڵگە
sealed RiskDataCut for data-grounded execution; source release and exact-record lineage; rights/purpose decision; chronotope; model/method version; uncertainty and applicability evidence
نادڵنیایی
aleatory where applicable, epistemic, parameter, model-form, data, scenario
Verification and validation
verification, calibration or justification, validation or benchmark, applicability, reproducibility
دەرچووەکان
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 and DATA_REQUIRED fail closed rather than fabricate outputs.
  • Cryptographic integrity proves the network's own records relationships, not scientific truth.

Form

Comment on the methodology

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

  1. 01Fill inFields marked (required) are needed; everything else helps the review.
  2. 02ReferenceYou get a reference on screen; the record is kept in this site’s WordPress database.
  3. 03ReviewThe outcome is recorded in public. Contact details stay on this site and are never published or shared.
Form · grx-consult

This form opens here once it is switched on. Until then, send it through the Nexus Reports gateway.

Propose a method

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