Publications & Resources

Discover Dr. Heather's latest research, articles, and insights here

How to use AI
responsibly

In order for the responsible use of AI to succeed, companies should put the user at the center of their efforts and communicate transparently…

Three Hallmarks
of Responsibly
Deployed AI

Artificial Intelligence (AI), initially a speck in global innovation, has emerged to become a powerful force in reimagining the way we do…

AI governance trends: How regulation, collaboration and skills demand are shaping the industry

Artificial intelligence (AI) is transforming industries across the board as leaders recognize the technology’s potential to improve productivity, enhance…

On the ROI of AI Ethics and Governance Investments: From Loss Aversion to Value Generation

AI presents an opportunity for growth and productivity improvements for organizations around the world, and at this point, many…

Generative AI raises new questions about responsible transformation for industry executives, government leaders and academia…

Principles for facial recognition technology: A content analysis of ethical guidance in the United States

Facial recognition technology can significantly benefit society if used ethically. Various private sector, government, and civil society groups have created…

We propose a Holistic Return on Ethics (HROE) framework for understanding the return on organizational investments in artificial intelligence (AI)…

IBM works collaboratively with policymakers and regulators on a range of public policy issues to not only advance innovation but also address emerging…

Standards for protecting at-risk groups in AI bias auditing

The use of artificial intelligence (AI) systems is growing rapidly, with a worldwide market that is expected to reach nearly $450 billion in 2022 and…

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