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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.

ページ GRX-MTH版 ベースライン版 2026エビデンス締め切り 2026-09-30値 未公開手法 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 機能 Kernel-bound Planes 標準
普遍的な数学と統計 38 26 Julia, TypeScript
ハザード科学 37 7 Julia, Python
エクスポージャーと資産のインテリジェンス 18 4 TypeScript, Python, SQL
脆弱性、フラジリティ、レジリエンス 19 8 Julia, Python
影響と損失 18 6 Julia, Python, r
カタストロフィ・リスク 23 13 Julia, Python, r
ネットワーク、依存関係、システミック・リスク 21 10 Julia, Python
金融リスク 57 13 Julia, Python, r
保険と再保険 38 14 r, Julia
市場、貿易、サプライチェーン 30 7 Julia, Python
Sovereign, macroeconomic and development risk 28 5 Julia, Python, r
政策、規制、ガバナンス 17 1 Python, Julia
水リスク 26 7 Julia, Python
食料、農業、漁業 25 2 Python, Julia
エネルギー・リスク 26 7 Julia, Python
保健と疫学 25 9 Julia, Python, r
気候、自然、生物多様性 24 3 Python, Julia
Critical infrastructure and industrial risk 27 6 Julia, Python
サイバー、AI、フロンティア技術 56 6 Python, rust, Julia
地政学、紛争、人間の安全保障 21 5 Python, Julia
プロジェクト、プログラム、インフラ投資 27 2 Julia, Python
リスクデータ 24 0 TypeScript, Python, rust, SQL
科学的保証 45 16 Julia, Python, r, rust
02状況

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.

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

フォーム

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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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.