Understand the benefits and potential downsides of AI for your organisation
Discover how AI is being used by other organisations like you, and what the benefits and potential downsides are in your industry. Give your employees the knowledge to enable them to explore the benefits of AI safely.
It is important to foster a culture of learning and improvement, staying updated on emerging ethical guidelines, best practices, and industry standards related to AI.
IBM has said that building trust requires a strategic approach as trust in technology is rooted in our understanding of how it works. To build trust, organisations need to involve and collaborate with stakeholders, provide context and transparency as well as properly educate and inform.
AI C-Suite Toolkit
The Empowering AI Leadership: AI C-Suite Toolkit from the World Economic Forum provides a great overview of AI strategy and a practical set of tools to help comprehend AI’s impact on leadership roles, ask the right questions, identify the key trade-offs and make informed decisions on AI strategy, projects and implementations.
AI and Machine Learning Definitions and Examples
This Infographic on AI and machine learning landscape from the Future of Privacy Forum is designed to identify and explain the main types of AI, their relationship to each other, and provide specific examples of how they are currently in place throughout our day-to-day lives. This can be used to understand different types of AI and how they relate to each other and our digital ecosystem.
AI Ethics Brief
The Montreal AI Ethics Brief gives weekly updates summarising the best of AI Ethics research and reporting.
Accenture case studies are a useful tool for businesses to see how AI has been implemented by other businesses across different sectors in an ethical way. Responsible AI | AI Ethics & Governance | Accenture. The Accenture case studies provide helpful guidance on how to design and deploy responsible AI solutions that are ethical, transparent and trustworthy. The case studies could be useful to gain insights about real world applications of AI Governance in business. Accenture talks about a few case studies where companies were presented with challenges (for example, bias algorithm in the banking sector), and how they found a solution to this, for example, creating an “algorithmic fairness tool” with AI that mitigates bias during the development stage.
Ethical Training and Practices
Provide ethical AI training to employees involved in AI development and deployment. Promote awareness of ethical considerations, responsible data handling, and algorithmic fairness to ensure adherence to ethical principles throughout the development process.
This course CertNexus Certified Ethical Emerging Technologist Professional Certificate | Coursera is a high quality course with experienced lecturers, it can be used as a learning curriculum for new teams working with AI (development, product management).