GRF · AI and Digital Governance

Situational awarenessEvents, outlooks and readiness for those who decide

STEM foundation of AI and Digital Governance

The science, technology, engineering and mathematics AI and Digital Governance rests on. Each method has a canonical page in the STEM Commons, hosted by GCRI, and a page here on how it is applied in this field.

Open Artificial intelligence and machine learning for AI and digital governance Back to AI and Digital Governance
01Register

Four pages under STEM foundation of AI and Digital Governance.

AI and Digital Governance
  1. 01MethodArtificial intelligence and machine learning for AI and digital governance
  2. 02MethodAI evaluation and assurance engineering for AI and digital governance
  3. 03MethodDigital identity and public digital systems at AI and Digital Governance
  4. 04MethodPolicy, institutional and decision science for AI and digital governance
02Methods

The methods behind the field.

  1. Artificial intelligence and machine learningHow models fail in deployment · Reading model documentation · Agent architectures explainedSteward · Artificial Intelligence and Autonomous SystemsApplied here
    Canonical · STEM Commons
  2. AI evaluation and assurance engineeringThird-party audit scope · Fairness testing in public systems · Post-deployment monitoringSteward · Artificial Intelligence and Autonomous SystemsApplied here
    Canonical · STEM Commons
  3. Digital identity and public digital systemsAssurance levels for public services · Minimal disclosure · Exclusion analysisSteward · Digital Public InfrastructureApplied here
    Canonical · STEM Commons
  4. Policy, institutional and decision scienceComparing AI regimes · Value chain accountability mapping · Forum and mandate mappingSteward · Policy NexusApplied here
    Canonical · STEM Commons
03Canvas

Methods feeding this platform.

Canvas · methods feeding this platformDesign, not a record
STEM foundation of AI and Digital Governance: AI risk management, govern to manageGovernance sets roles and policies; the context and intended use are mapped; capability, safety, robustness and fairness are measured; risks are managed with mitigations and a deployment gate; incidents feed monitoring and the registry. Design of the process, not a record of a run.

Fig.The methods this platform draws on and what each one feeds. Design, not a record.

04Why it matters

Grounding makes claims checkable.

When a finding names the methods it depends on, a reader can see its assumptions and limits, and an expert in that method can challenge it.

05Pages

Pages in STEM foundation of AI and Digital Governance.

Method

Artificial intelligence and machine learning for AI and digital governance

Method

AI evaluation and assurance engineering for AI and digital governance

Method

Digital identity and public digital systems at AI and Digital Governance

Method

Policy, institutional and decision science for AI and digital governance

06Questions

Questions and answers.

What is a steward platform?
The platform that maintains the canonical description of a method and reviews how it is applied across the Consortium.
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AI and Digital Governance

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