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Fundamental Rights Impact Assessment for GenAI Projects

In a world increasingly driven by artificial intelligence, the line between technological advancement and fundamental human rights is more important than ever.

“Fundamental Rights Impact Assessment for GenAI projects” is a course that equips you with the skills to navigate the intersection between innovation and our intrinsic rights to privacy, freedom, and equality.

By the end of the course, you will explore FRIAs’ critical role in achieving the trustworthiness of GenAI systems, analyze factors necessitating FRIAs, and gain practical experience in conducting FRIAs for evaluating AI system ethical and legal compliance.

Immersing in this course is valuable in enabling you to assess the risks of third-party and in-house Generative AI systems, ensure compliance with AI regulations as fundamental rights law, and gain confidence in the use of AI for business purposes.

Success in this course requires you to have a foundational understanding of data protection and information security as well as a basic grasp of GenAI functionality and awareness of challenges such as bias and hallucination.

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Syllabus

Fundamental Rights Impact Assessment for GenAI Projects

In a world increasingly driven by artificial intelligence, we're facing a situation where technology can solve some of the greatest challenges of our century and at the same time have a detrimental impact on human rights and freedoms. Through the lens of the Fundamental Rights Impact Assessment, in this course, we'll navigate the balance between innovation and our intrinsic rights to privacy, freedom and equality. The course will be delivered by Sabrina Palme, an AI Trustworthiness and Data Governance specialist, named "100 brilliant women in AI ethics."

Lesson 1: The Critical Role of FRIAs for Trustworthy AI

This lesson commences with an introduction to FRIAs, defining the role they play in attaining trustworthy AI. From this foundation, you will explore the relevance of FRIAs for different types of organizations and applications, and in the context of the regulatory landscape.

Lesson 2: Analyzing FRIA Necessity for GenAI Systems

The lesson equips you with the necessary knowledge and skills to effectively analyze situations that call for the performance of FRIAs when working with diverse GenAI systems. Through an introduction to GenAI systems that define, distinguish, and characterize different types of GenAI, you will explore and analyze specific criteria that necessitate FRIAs.

Lesson 3: Performing a FRIA

In this lesson, you will engage in the practical application of FRIAs against the backdrop of a real-world scenario. You will explore the step-by-step procedure of completing a FRIA on the given template and recognize important considerations throughout the process. This will prepare you to immerse yourself in the hands-on activity that puts your knowledge to the test by performing your own FRIA.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Develops tangible understanding and hands-on experience in conducting FRIAs, which is valuable knowledge for working in industries like AI-based businesses and policymaking

Provides an understanding of how FRIAs can aid in ascertaining the trustworthiness of GenAI systems, a critical component of their positive implementation in various domains

Taught by Sabrina Palme, an established authority in AI Trustworthiness and Data Governance and recognized for expertise in AI ethics, ensuring the delivery of high-quality instruction

Applicable to professionals who use third-party and in-house Generative AI systems, broadening the course's reach to individuals in technical and non-technical roles

Requires foundational understanding of data protection and information security, potentially posing a barrier for learners without prior exposure to these concepts

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Fundamental Rights Impact Assessment for GenAI Projects with these activities:

Complete the 'AI for Good' online tutorial

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This tutorial will provide you with a practical understanding of how to develop and use AI in a responsible and ethical manner.

Browse courses on AI Best Practices

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Watch the video lectures and complete the interactive exercises.
Develop a plan for how you will use AI in your own work.

Participate in a discussion forum on the ethical implications of AI

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Engaging in discussions with your peers will allow you to share your ideas and learn from others' perspectives, fostering a deeper understanding of the ethical implications of AI.

Browse courses on Algorithmic Fairness

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Join an online discussion forum dedicated to AI ethics.
Read the posts and articles shared by other members.
Share your own thoughts and ideas on the topic.

Read 'The Ethics of Artificial Intelligence' by S. Russell and P. Norvig

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This book provides a comprehensive overview of the ethical issues surrounding AI. It is written by two leading experts in the field, and it offers a balanced and nuanced perspective on the topic.

View Human Compatible: Artificial Intelligence and... on Amazon

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Read each chapter and take notes on the key points.
Write a summary of each chapter, focusing on the ethical implications of AI.
Discuss the key ethical issues with classmates or colleagues.

Two other activities

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Develop a proposal for an AI-based solution to a social or environmental challenge

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This project will allow you to apply your knowledge of FRIAs and AI ethics to a real-world problem, contributing to broader efforts to harness AI for positive societal impact.

Browse courses on AI for Social Good

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Identify a social or environmental challenge that you are passionate about.
Research potential AI solutions to the challenge.
Develop a plan for how you will implement and evaluate your solution.
Write a proposal for your project.

Create a presentation on the importance of FRIAs for trustworthy AI

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Creating a presentation will help you to synthesize your knowledge of FRIAs and their role in fostering trustworthy AI, a valuable skill for communicating the importance of ethical considerations in AI development.

Browse courses on Trustworthy AI

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Research the importance of FRIAs for trustworthy AI.
Develop a presentation outline.
Create visual aids to support your presentation.
Practice your presentation.

Career center

Learners who complete Fundamental Rights Impact Assessment for GenAI Projects will develop knowledge and skills that may be useful to these careers:

AI Policy Advisor

The Fundamental Rights Impact Assessment for GenAI Projects course is a great way to learn about the ethical and legal considerations of artificial intelligence (AI) systems. This knowledge is essential for AI Policy Advisors, who are responsible for developing and implementing policies that govern the use of AI. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for AI Policy Advisor

AI Governance Specialist

AI Governance Specialists are responsible for developing and implementing governance frameworks for AI systems. This includes identifying and mitigating risks, ensuring compliance with laws and regulations, and promoting ethical and responsible use of AI. The Fundamental Rights Impact Assessment for GenAI Projects course can help you gain the knowledge and skills needed to be successful in this role. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for AI Governance Specialist

AI Regulatory Affairs Manager

AI Regulatory Affairs Managers are responsible for ensuring that organizations comply with laws and regulations governing AI systems. This includes tracking changes in the regulatory landscape and advising organizations on how to comply with new regulations. The Fundamental Rights Impact Assessment for GenAI Projects course can help AI Regulatory Affairs Managers gain the knowledge and skills needed to be successful in this role. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for AI Regulatory Affairs Manager

Data Protection Officer

Data Protection Officers (DPOs) are responsible for ensuring that organizations comply with data protection laws and regulations. This includes protecting personal data from unauthorized access, use, or disclosure. The Fundamental Rights Impact Assessment for GenAI Projects course can help DPOs understand the risks to personal data posed by AI systems and how to mitigate these risks. The course will also help DPOs understand the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for Data Protection Officer

AI Ethicist

AI Ethicists are responsible for ensuring that AI systems are developed and used in a fair, transparent, and responsible manner. This includes identifying and mitigating the ethical risks of AI systems. The Fundamental Rights Impact Assessment for GenAI Projects course can help AI Ethicists gain the knowledge and skills needed to be successful in this role. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for AI Ethicist

AI Risk Manager

AI Risk Managers are responsible for identifying and mitigating the risks associated with AI systems. This includes risks to safety, security, privacy, and ethics. The Fundamental Rights Impact Assessment for GenAI Projects course can help AI Risk Managers gain the knowledge and skills needed to be successful in this role. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for AI Risk Manager

AI Auditor

AI Auditors are responsible for auditing AI systems to ensure that they are developed and used in a fair, transparent, and responsible manner. This includes assessing the risks of AI systems and making recommendations for improvements. The Fundamental Rights Impact Assessment for GenAI Projects course can help AI Auditors gain the knowledge and skills needed to be successful in this role. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for AI Auditor

AI Compliance Officer

AI Compliance Officers are responsible for ensuring that organizations comply with laws and regulations governing AI systems. This includes ensuring that AI systems are developed and used in a fair, transparent, and responsible manner. The Fundamental Rights Impact Assessment for GenAI Projects course can help AI Compliance Officers gain the knowledge and skills needed to be successful in this role. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for AI Compliance Officer

Privacy Lawyer

Privacy Lawyers are responsible for advising organizations on data protection and privacy laws and regulations. This includes helping organizations to develop and implement privacy policies and procedures. The Fundamental Rights Impact Assessment for GenAI Projects course can help Privacy Lawyers gain the knowledge and skills needed to be successful in this role. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for Privacy Lawyer

AI Developer

AI Developers are responsible for developing and maintaining AI systems. This includes writing code, testing and debugging systems, and deploying systems to production. The Fundamental Rights Impact Assessment for GenAI Projects course may be useful for AI Developers who want to learn more about the ethical and legal considerations of AI systems. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for AI Developer

Data Scientist

Data Scientists are responsible for collecting, analyzing, and interpreting data. This includes developing and using AI models to make predictions and recommendations. The Fundamental Rights Impact Assessment for GenAI Projects course may be useful for Data Scientists who want to learn more about the ethical and legal considerations of AI systems. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for Data Scientist

AI Researcher

AI Researchers are responsible for developing new AI algorithms and techniques. This includes conducting research on AI theory and developing new AI applications. The Fundamental Rights Impact Assessment for GenAI Projects course may be useful for AI Researchers who want to learn more about the ethical and legal considerations of AI systems. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for AI Researcher

AI Consultant

AI Consultants are responsible for advising organizations on how to use AI to achieve their business goals. This includes helping organizations to identify and develop AI solutions, and to implement and manage AI systems. The Fundamental Rights Impact Assessment for GenAI Projects course may be useful for AI Consultants who want to learn more about the ethical and legal considerations of AI systems. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for AI Consultant

AI Product Manager

AI Product Managers are responsible for developing and managing AI products. This includes defining product requirements, working with engineers to develop the product, and marketing the product to customers. The Fundamental Rights Impact Assessment for GenAI Projects course may be useful for AI Product Managers who want to learn more about the ethical and legal considerations of AI systems. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for AI Product Manager

Machine Learning Engineer

Machine Learning Engineers are responsible for developing and deploying AI models. This includes collecting and preparing data, training models, and evaluating model performance. The Fundamental Rights Impact Assessment for GenAI Projects course may be useful for Machine Learning Engineers who want to learn more about the ethical and legal considerations of AI systems. The course will help you understand the different types of AI systems, the potential risks and benefits of AI, and the legal and ethical frameworks that govern AI development and use.

See salaries and explore the career path for Machine Learning Engineer

Reading list

We've selected 14 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Fundamental Rights Impact Assessment for GenAI Projects.

The Logic Book

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Provides an introduction to the ethical issues surrounding artificial intelligence and its potential impacts on society.

Fundamental Rights Impact Assessment for GenAI Projects

Three deals to help you save

What's inside

Syllabus

Good to know

Save this course

Activities

Career center

Reading list

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