AI in the Public Sphere: Navigating AI in Governance & AI Governance
- Description
- Curriculum
Artificial intelligence is reshaping the public sphere twice over. Governments and businesses are using AI to deliver services and make decisions, and at the same time society is racing to oversee AI so that it stays safe, fair and lawful. This course teaches both.
It draws a clear line between AI in Governance (using AI to do the work of an organisation) and AI Governance (the laws, frameworks and practices that keep AI trustworthy), then shows how the two fit together. You will move from the core distinction and the timing dilemma at the heart of AI policy, through public-sector adoption and real case studies, into the principles of trustworthy AI, the global rulebook, and detailed deep dives on how the USA and India govern AI. You finish by building an action plan for your own organisation.
Every module blends a short video overview, clear lessons with original diagrams, knowledge-check quizzes and a hands-on interactive activity. No technical background is required.
What you will be able to do
· Tell apart AI in Governance and AI Governance, and resource each one properly.
· See how AI is adopted at national, state and local levels, and in business.
· Apply the five principles of trustworthy AI across the whole AI lifecycle.
· Navigate the global toolkit: OECD, UNESCO, the EU AI Act, ISO and NIST, and regulatory sandboxes.
· Compare how the USA and India govern AI, and borrow what works.
· Build a practical AI action plan for your organisation.
Who it is for: Leaders, managers and practitioners in government (national, state and local) and in business who want a complete, practical grounding in both using and governing AI.
Course outline: Orientation · Core Distinctions · Foundations and Public-Sector Innovation · Trustworthy AI · Global Frameworks and Regulatory Tools · Deep Dive USA and India · Future-Proofing AI Governance · Capstone action plan.
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6Module 1 Video: Core DistinctionsVideo lesson
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7Lesson 1.1 · Two Roles, One GovernmentText lesson
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8Lesson 1.2 · AI in Governance: Using AI to DeliverText lesson
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9Lesson 1.3 · Government at Every Level (National, State, Local)Text lesson
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10Lesson 1.4 · How Governments Adopt and Adapt (Policy)Text lesson
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11Lesson 1.5 · AI Governance: Stewarding the TechnologyText lesson
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12Lesson 1.6 · The Collingridge DilemmaText lesson
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13Activity · Sort It (interactive)Text lesson
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14Module 1 · Knowledge Check7 questions
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15Module 2 Video: Using AI to DeliverVideo lesson
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16Lesson 2.1 · Why Pilots Stall Without FoundationsText lesson
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17Lesson 2.2 · Transforming the Services People UseText lesson
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18Lesson 2.3 · Case Study India: Building AI on Public RailsText lesson
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19Lesson 2.4 · Case Study USA: Setting Standards by BuyingText lesson
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20Lesson 2.5 · Adoption at Every AltitudeText lesson
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21Lesson 2.6 · Crossing the Gap to ScaleText lesson
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22Activity · Digital & AI Readiness SnapshotText lesson
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23Module 2 · Knowledge Check7 questions
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24Module 3 Video: Trustworthy AIVideo lesson
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25Lesson 3.1 · What Makes AI Worthy of TrustText lesson
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26Lesson 3.2 · Accountability and Human OversightText lesson
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27Lesson 3.3 · Transparency and ExplainabilityText lesson
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28Lesson 3.4 · Fairness and PrivacyText lesson
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29Lesson 3.5 · Safety, Security and ResilienceText lesson
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30Lesson 3.6 · Governing the AI LifecycleText lesson
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31Activity · Principle Matcher (interactive)Text lesson
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32Module 3 · Knowledge Check7 questions
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33Module 4 Video: Global FrameworksVideo lesson
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34Lesson 4.1 · The Governance SpectrumText lesson
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35Lesson 4.2 · Soft Law: OECD and UNESCOText lesson
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36Lesson 4.3 · Hard Law and the EU AI ActText lesson
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37Lesson 4.4 · Standards: ISO 42001 and NIST RMFText lesson
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38Lesson 4.5 · Regulatory SandboxesText lesson
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39Lesson 4.6 · Choosing the Right ToolText lesson
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40Activity · EU AI Act Risk-Tier SorterText lesson
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41Module 4 · Knowledge Check7 questions
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42Module 5 Video: USA and IndiaVideo lesson
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43Lesson 5.1 · America: Pragmatic and Sectoral (NIST RMF)Text lesson
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44Lesson 5.2 · USA: Executive, Legislative and State ActionText lesson
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45Lesson 5.3 · India: Balanced and Techno-Legal (Seven Sutras)Text lesson
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46Lesson 5.4 · India: DEPA and Consent-Based Data SharingText lesson
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47Lesson 5.5 · India: AIGG, TPEC and the AI Safety InstituteText lesson
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48Lesson 5.6 · USA vs India: Compare and BorrowText lesson
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49Activity · USA vs India ComparatorText lesson
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50Module 5 · Knowledge Check7 questions
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51Module 6 Video: Future-ProofingVideo lesson
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52Lesson 6.1 · Governing Generative AIText lesson
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53Lesson 6.2 · Deepfakes, Synthetic Content and ProvenanceText lesson
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54Lesson 6.3 · The Open-Source DilemmaText lesson
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55Lesson 6.4 · Agentic and Frontier AIText lesson
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56Lesson 6.5 · Global HarmonisationText lesson
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57Lesson 6.6 · Staying AdaptiveText lesson
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58Activity · Emerging-Risk Triage (interactive)Text lesson
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59Module 6 · Knowledge Check7 questions