This workbook aims to provide resources and training materials to help you and your team establish an end-to-end accountability framework. This will enable you to integrate the ethical values and practical principles, which motivate and steer responsible innovation, into the actual processes that characterise your AI project lifecycle. The workbook is divided into two sections, Key Concepts and Activities.
This section provides content for workshop participants and facilitators to engage with prior to attending each workshop. It provides definitions of key terms, an overview of the components and types of accountability, and introduces the three components to ensure end-to-end operability of good governance practices across the workflow of your AI project.
This section contains instructions for group-based activities (each corresponding to a section in the Key Concepts). These activities are intended to increase understanding of Key Concepts by using them.
Case studies within the AI Ethics and Governance in Practice workbook series are grounded in public sector use cases, but do not reference specific AI projects.