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GRA · AI and Financial Model Risk

Spatial financeWhere capital meets hazard, exposure and transition

Published scenarios

Xetera modelê scenarios test how models behave when the world changes: data drift, regime shifts, adversarial inputs and many institutions using the same model at once. This page sets out scenario designs for model stress and the choices that make them informative. Values are design values.

Pirsek bike Back to Analytical and data resources
01Rêzik

Rêza ku tişt tê de diqewimin.

  1. 01PirsPêşengiya neteweyî, herêmî an sazûmanî
  2. 02DelîlBingeha STEM a platformê
  3. 03Ava bikeFoundry
  4. 04Organîze bikeEkosîstema Nexus
  5. 05CeribandinUniverse (malpera serbixwe)
  6. 06Biweşînerêzeya Pergalên Stratejîk
  7. 07Biryar bideRayedar û saziyên jêhatî, bi riya NXS-RLS (beşdar, lihevkirin û radestkirin)
  8. 08Nû bikeRastkirin û ajandaya salane ya pêş
02Rewş

Releases appear as they are reviewed.

Analysis runs in Foundry; reviewed releases are listed here.

03Scenario design

Model failure scenarios.

SenaryoMekanîzma
Regime shiftRelationships learned in calm periods break in stress
Data feed failureA shared input degrades many models at once
Feedback loopModel decisions change the data the model later learns from
Exposure update errorAn automated satellite-derived exposure layer misclassifies damage after an event
04Pêvajo

Pêvajo çawa dimeşe.

Process explorer · Process

Published scenarios: Hazard, exposure, vulnerability

10 steps4 qonax

Pêvajo

Published scenarios: Hazard, exposure, vulnerability

In IPCC AR6 Working Group II, climate risk results from interactions between hazards and a system’s exposure and vulnerability, and responses can add risk.

  1. 01 Drivers

    1. 01MetirsîDataset · MRM committeeThe potential occurrence of a natural or human-induced physical event or trend that may harm people, property, services or ecosystems.
    2. 02RûbirûbûnDataset · MRM committeeThe presence of people, livelihoods, species, ecosystems, infrastructure or assets in places and settings that could be adversely affected.
    3. 03HesasîDataset · MRM committeeThe degree to which a system or species is affected, either adversely or beneficially, by climate variability or change.
    4. 04Capacity to cope and adaptDataset · MRM committeeThe ability of pergalan, institutions, humans and other organisms to adjust to damage, take opportunities or respond to consequences.

  2. 02 Nirxandin

    1. 05Risk from responsesComponent · MRM committeeRisks from climate responses arise when responses miss their objectives, or from trade-offs or negative side effects.
    2. 06LawazîComponent · MRM committeeThe propensity or predisposition to be adversely affected. It includes sensitivity to harm and lack of capacity to cope and adapt.
    3. 07XetereModel · AI and Financial Model RiskRisk results from dynamic interactions between hazards and the system’s exposure and vulnerability. Each may be uncertain and change.

  3. 03 Response

    1. 08Risk management and responseStep · MRM committeeRisk management is plans, actions, strategies or policies that reduce the likelihood or size of adverse consequences.
    2. 09Xetera mayîRecord · MRM committeeThe climate impact risk that remains after adaptation and mitigation efforts. Adaptation can redistribute risk between areas and groups.

  4. 04 Decision

    1. 10Decision by the responsible partyDecision · MRM committeeThe framing names no single decision maker. Decisions on responses rest with the responsible party under its own rules.

Outline of an external standard or method, from its public sources. It describes what the framework says, not a record of any run. It does not show that Nexus or any partner performs, certifies or approves a step. A gate is a step of the method, never a Nexus approval.

05Spatial finance

From a satellite tile to an exposure update.

The figure shows how satellite radar turns a flood into an exposure update, using a synthetic scene. Each step, from radar backscatter to flood mask to building damage, carries an error rate that must be validated before it feeds claims or credit decisions. Methods at GCRI disaster monitoring.

06Çavkanî

Where this page’s references lead.

Sazî û belgeyên ku ev rûpel li hember wan tê xwendin. Rewş û çap diguherin; her girêdan diçe ba saziya derxistinê.

07Pirs

Pirs û bersiv.

Can I request a map or model?
Binivîse bo forma têkiliyê with what you need and why.
rêzeya Pergalên StratejîkTevkarî bike

Ji vê rûpelê delîl bidin.

rêzeya Pergalên Stratejîk is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.

Global Risks AllianceXetera AI û modelên darayîRêbaz û teknîkîTeknolojiya eksponensiyel

Tu carî daneyên şexsî, hûrgiliyên binesaza hesas an tiştekî ku mafê we yê parvekirinê tune ne neşînin. Beşdarî berî bikaranînê tê nirxandin; şandina wê nivîskarî an mafên edîtorî nade û sponsorî tu carî encamekê nakire.

Xetera AI û modelên darayî

Bring an exposure or capital question to the Alliance.

Agahî û pirs îro vekirî ne. Pirsek referansekê distîne û gava piştî wê dide nasîn; serlêdan, drav, veqetandina hesabkirinê û tomarkirin tenê dema ku tîm, mercên wê û kapasîteya vekolînê hebin vedibin.

Propose a readiness pilot Hemû rêyên têkiliyê bibînin
Hiqûqî

Nexşe, dane û jimarên vê malperê ji bo çarçoveyê û agahiyên giştî têne nîşandan. Ew ne şîret, ne pêşbînî û ne hişyarî ne; sînorên agahiyê di Daxuyaniyên Berpirsiyariyê û Daxuyaniyên Daneyê de hatine diyarkirin.