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Resources

Responsible AI for Public Organizations

Designing AI Projects in Government

Responsible AI for Public Organizations

Designing AI Projects in Government - Resources

Printed on: 10/10/2026

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Module 2: Overview of AI approaches

This module provides a comprehensive introduction to artificial intelligence (AI), machine learning, and generative AI. It explores the three main approaches to machine learning (supervised learning, unsupervised learning, and reinforcement learning) and the crucial decision of choosing the right algorithm for an AI project. The module also discusses the differences between generative AI and traditional machine learning, highlighting the accessibility and challenges of generative AI.

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Module 3: Surfacing and selecting AI projects for scale

This module focuses on identifying and prioritizing AI projects that deliver meaningful results for the organization and the public. It presents three methods for recognizing business challenges that could benefit from AI solutions. The module also explores the criteria for evaluating and selecting AI projects and the pivotal role of pilot programs in validating AI projects before wider-scale deployments.

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