Introduction to AI

Introduction to AI

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AI - Security, Privacy and Governance

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Understand what AI is and why it needs governance.

  • Introduction to AI
  • What's AI (11 min)
  • IBM: SLM vs LLM vs Frontier Models
  • IBM: AI Periodic Table 16 min
  • IBM: Zero-Click Attacks: AI Agents and the Next Cybersecurity Challenge (15 min)
  • How AI Models Learn to Read and Write (Pre-training Objectives)
  • Foundation of Artificial Intelligence Governance: A Sociotechnical and Regulatory Analysis
  • Example: AI risk and threat modelling
  • IBM: LLM Hacking Defense: Strategies for Secure AI (14 min)
  • Discriminative AI
  • Activity 1 -Master the AI terminology
  • Activity 2 - Are you able to identify specific AI harms?
  • End of Module - Converging Architectures, Security, and Governance in the Age of AI

Governance Risk and Compliance

  • Defining Roles and Responsibilities for AI Governance Stakeholders
  • Establish Policies and Procedures to Apply Throughout the AI Life Cycle
  • Understanding How Existing Data Privacy Laws Apply to AI
  • Activity 3 - OECD Privacy principles
  • Understanding How Other Types of Existing Laws Apply to AI
  • Understanding the Main Elements of AI-Specific Laws
  • Understanding the Main Industry Standards and Tools That Apply to AI
  • Activity 4 - 40 Questions to test your understanding

Governing the development of AI

  • Governing the Designing and Building of the AI System
  • Governing the Collection and Use of Data in Training and Testing the AI Model and System
  • Governing the Release, Monitoring, and Maintenance of the AI System
  • Activity 5 - Test your understanding + Summary

Understanding how to govern AI deployment and use

  • Evaluating Key Factors and Risks Relevant to the Decision to Deploy the AI System
  • YT- Risk Management Framework - NIST (External)[9 Min]
  • Performing Key Activities to Assess the AI System
  • Governing the Deployment and Use of the AI System
  • Activity 6 - Quiz + Summary of important terminology
  • ExamHints.pdf