An Introduction to Responsible AI for SMEs

Übersicht

The course is intended to equip Small-Medium Enterprises (SMEs) and micros with a basic understanding of responsible AI innovation. Having completed the course, learners will understand the potential benefits, risks and limits of different AI tools, methods and approaches, be able to demonstrate an awareness of the relevant policy and regulations relevant to AI adoption, and use and know the right questions to ask when seeking to use a proprietary or open-source AI system for the first time.

The course will include exposure to general principles and best practices for responsible AI use, and widely available tools and resources to support organisations in Responsible AI practice. Moreover, the course will include voices from the sector to illustrate practical examples of where AI has been used responsibly, why responsible engagement with AI is necessary, and how to avoid pitfalls and harms that commonly occur when using an AI system. (Course Image by Alan Warburton / © BBC / Better Images of AI / Plant / CC-BY 4.0)

Lehrplan

• Introduction to Responsible AI for SMEs
What is ‘AI’, and what do we mean by ‘Responsible AI’? Why is Responsible AI important for SMEs (small and medium-sized enterprises), and what benefits can it offer for your business?
• Responsible AI - The Basics
How are regulation, ethics, and governance driving business needs for Responsible AI approaches? What are the basic principles of a Responsible AI approach, and how can those be applied in the SME context?
• Responsible AI for SMEs: Understanding AI Benefits and Risks
Focus on the ways that AI can advance your business goals, as well as the risks it can pose, with an eye to how a Responsible AI approach can help you make the right decisions as you weigh these benefits and risks for your business and those you serve.
• Responsible AI - Going From Principles to Practice
We will look at the practical elements that allow you to implement a Responsible AI by Design approach, the tools and resources that can help, and how this approach can help your business tackle AI’s ethical challenges and tradeoffs more effectively.
• Looking Forward with Responsible AI
We will review the prior weeks’ learning, hear from a panel of Responsible AI leaders what they think the future of AI holds for SMEs, and put all of this to work to develop a concrete Responsible AI strategy for your business.
• Survey

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Unterrichtet von

Shannon Vallor and Professor Ewa Luger

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Fachgebiete

Artificial Intelligence