Artificial Intelligence (AI/ML)

This curated page provides access to all AI-related videos, articles and education modules listed on the IEEE TechEthics resource pages. Visit often, as new resources are added regularly.

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This curated page provides access to all AI-related videos, articles and education modules listed on the IEEE TechEthics resource pages. Visit often, as new resources are added regularly.

Videos

Video

AI Ethics: From Principles to Practice

This talk by Dr. Francesca Rossi explores the evolving concerns surrounding AI ethics, including issues of accountability, discrimination, and data handling. It also discusses the technical and non-technical solutions proposed for responsible AI development and deployment.
Agentic AI: Shaping the Future of Autonomy, Innovation, and Society by Narayan Srinivasa Thumbnail
Video

Agentic AI: Shaping the Future of Autonomy, Innovation, and Society

Agentic AI represents a groundbreaking shift in artificial intelligence, enabling systems to act autonomously, make decisions, and achieve goals with minimal human intervention. From reshaping workflows to influencing ethical frameworks, this talk examines how this emerging technology is driving innovation and redefining humanity’s relationship with intelligent systems.
Empowering AI with Human Insight by Keeley Crockett
Video

Empowering AI with Human Insight

This IEEE SSIT guest lecture focuses on the operationalization of ethical principles and the challenges in responsible AI development. It emphasizes participatory AI, involving stakeholders in the design and deployment processes, to ensure alignment with societal values and ethical standards.

Articles/Publications

Article/Publication

Why Guidelines and Regulatory Compliance are Needed in AI Procurement

Procurement is emerging as a key area of impact for businesses as organizations increasingly seek to automate, optimize, and innovate their AI sourcing strategies. If organizations are considering adopting AI technologies, they should consider the importance of a responsible procurement and supply chain strategy.
Article/Publication

Two Years “in the Wild”: A Multidisciplinary Approach to Teaching Generative AI

In January 2023, shortly after the public release of ChatGPT 3.5, educators at the University of Notre Dame (USA) proposed a course called “Generative AI in the Wild," aimed at helping students graduate with the skills needed to lead in the emerging world. Following four semesters of dramatic change with approximately 170 students across multiple majors, this article presents reflections on the journey.
A busy office complex with red alert lights inside the letters AI
Article/Publication

How to Avoid Ethical Red Flags in Your AI Projects

IBM ethics expert Francesca Rossi shares her advice on the rapidly evolving AI landscape, including the need for ongoing vigilance, adaptability, and a commitment to ethical principles that place human well-being at the center of technological innovation.

Education Modules

Scales of justice displayed on a large computer screen, thumbnail size
Education Module

IEEE Ethics for AI System Design Training Program

The IEEE Ethics for AI System Design Training Program equips professionals and organizations to integrate ethical values along with functional values in designing and developing systems. Ethical considerations are paramount in an era when technology shapes our world. This course is designed to be applicable across various industries and sectors, providing a universal framework for addressing ethical concerns in system design.
IEEE Learning Network and IEEE Computational Intelligence Society logos
Education Module

Evolving Landscape of Responsible AI

With the recent strides in Generative AI to create new content, ChatGPT has taken the world by storm. Yet there are daily reports of AI harm. Over 90 percent of businesses using AI say Trustworthy and explainable AI is critical to business. More than half of companies cite significant barriers to getting there including a lack of skills, inflexible governance tools, biased data, and more. Responsible AI is an evolving landscape that requires a comprehensive approach around people, processes, systems, data, and algorithms. This panel discussion explores this ever-changing and complex landscape from the perspective of principles, tools and frameworks, legislatures, and standards.
Company executive presenting new management strategy to team in conference room.
Education Module

AI Standards: Best Practices for Ethical Systems

Factors that relate to transparency in systems, the difference in outcomes that those factors can create, as well as practical techniques that can be applied to encourage a greater quality of transparency in consistent and rigorous ethical systems are explored in this course. Topics include factors that tend to drive or inhibit the quality of transparency in systems, small differences that may lead to major differences over time, and practical steps towards implementing more consistent and rigorous ethical systems.

IEEE Ethics Frameworks

Autonomous and Intelligent Systems (AIS) Standards by the IEEE Standards Association
IEEE Ethics Frameworks

IEEE 7000™ series of standards for ethically aligned autonomous and intelligent systems (part of the IEEE portfolio of AIS technology and impact standards and standards projects)

This series of standards for ethically aligned autonomous and intelligent systems is part of the IEEE portfolio of AIS technology and impact standards and standards projects.
IEEE CertifAIEd Assessor Training from the IEEE Standards Association
IEEE Ethics Frameworks

IEEE CertifAIEd (certification program for assessing ethics of autonomous intelligent systems to help protect, differentiate and grow product adoption)

A certification program for assessing the ethics of Autonomous Intelligent Systems (AIS) to help protect, differentiate, and grow product adoption. Through certification guidance, assessment and independent verification, IEEE CertifAIEd offers the ability to scale responsible innovation implementations, thereby helping to increase the quality of AIS, the associated trust with key stakeholders, and realizing associated benefits.
Cover of Ethicall Aligned Design: First Edition
IEEE Ethics Frameworks

IEEE Ethically Aligned Design: A Vision for Prioritizing Human Well-being with Autonomous and Intelligent Systems

Ethically Aligned Design sets forth scientific analysis and resources, high-level principles, and actionable recommendations. It offers specific guidance for standards, certification, regulation or legislation for design, manufacture, and use of A/IS that provably aligns with and improves holistic societal well-being.

Other Ethics Frameworks

AI Risk Management Framework by the National Institute of Standards and Technology
Other Ethics Frameworks

NIST AI Risk Management Framework

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