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GRA · هوش مصنوعی و ریسک الگوی مالی

مالی فضاییجایی که سرمایه به مخاطره، مواجهه و گذار برمی‌خورد

سناریوهای منتشرشده

ریسک مدل 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.

02وضعیت

Releases appear as they are reviewed.

Analysis runs in ⁨Foundry⁩; reviewed releases are listed here.

03Scenario design

Model failure scenarios.

سناریوسازوکار
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
04فرایند

نحوهٔ اجرای فرایند.

Process explorer · Process

Published scenarios: Hazard, exposure, vulnerability

10 steps4 مرحله

فرایند

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. 01مخاطرهDataset · MRM committeeThe potential occurrence of a natural or human-induced physical event or trend that may harm people, property, services or ecosystems.
    2. 02مواجههDataset · MRM committeeThe presence of people, livelihoods, species, ecosystems, infrastructure or assets in places and settings that could be adversely affected.
    3. 03حساسیتDataset · 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 سامانه‌ها, institutions, humans and other organisms to adjust to damage, take opportunities or respond to consequences.
  2. 02 ارزیابی

    1. 05Risk from responsesComponent · MRM committeeRisks from climate responses arise when responses miss their objectives, or from trade-offs or negative side effects.
    2. 06آسیب‌پذیریComponent · MRM committeeThe propensity or predisposition to be adversely affected. It includes sensitivity to harm and lack of capacity to cope and adapt.
    3. 07ریسکModel · AI and Financial ریسک الگویRisk 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. 09ریسک باقیماندهRecord · 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.

05مالی فضایی

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.

06منابع

Where this page’s references lead.

نهادها و اسنادی که این صفحه بر پایهٔ آن‌ها خوانده می‌شود. وضعیت و ویراست‌ها تغییر می‌کنند؛ هر پیوند به نهاد صادرکننده می‌رود.

07پرسش‌ها

پرسش و پاسخ.

Can I request a map or model?
نامه بنویسید به فرم تماس with what you need and why.
گزارش‌هامشارکت

از این صفحه شواهد مشارکت دهید.

گزارش‌ها 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 Alliance⁩ریسک هوش مصنوعی و مدل‌های مالیروش‌ها و فنیفناوری نمایی
ریسک هوش مصنوعی و مدل‌های مالی

یک پرسش دربارهٔ مواجهه یا سرمایه را نزد اتحاد مطرح کنید.

اطلاعات و درخواست‌ها امروز باز است. هر درخواست یک شمارهٔ پیگیری می‌گیرد و گام بعدی را مشخص می‌کند؛ درخواست‌های عضویت، پرداخت‌ها، تخصیص رایانش و ثبت‌نام‌ها تنها زمانی باز می‌شوند که تیم، شرایط و ظرفیت داوری آن‌ها فراهم باشد.