Living Ethics in AI: How to Expand from Principles to Impact

August 6, 2019 – Earlier this year, Danielle Cass and I ran a workshop with 23 ethical AI practitioners from 15 organizations and shared out insights of what they are doing that has been successful and the open questions or challenges they are working through. A few months later, Matt Marshall,

Building Ethics into AI: Lessons Learned from Pioneers in the Trenches

July 10, 2019 – As a discipline, those of us working on ethical or responsible AI, are learning together how to translate ethical principles into business practices that work for each of our organizations. The result is a shared community of practice. In this blog post, we share early lessons learned

Beyond the Algorithm: Learn How to Build Trusted AI with Trailhead

May 30, 2019 – With the advent of low-code developer tools, people of varying skill levels and backgrounds — not just those with PhDs — are not only able to leverage the benefits of artificial intelligence (AI), but also build intelligent systems.As access to AI widens and the depth of its impact

Ethics in AI research papers and articles

This is my obsessively curated list of research papers and articles on ethics in AI that I have been collecting over the years. Ones in bold are those that I refer back to and found particularly useful. Let me know if I am missing your favorites.

Ethical frameworks, tool kits, principles, and oaths - Oh my!

If you are thinking about incorporating ethics into your company's culture or product development cycle, check out this list of dozens of ethical tools before you try recreating the wheel.

Inaugural Women in AI Ethics Summit: What happens when you bring together 30 women fighting for human rights in AI?

On December 19th, 2018, 2 dozen women working on AI ethics in tech companies, non-profits, and industry analysts came together for a day to share their experiences and insights, as well as to brainstorm solutions to big challenging we are facing.

Creating the World We Want: How to Build an Ethical AI Practice

You may be the first person in your company focusing on the need to create or implement ethical AI. If so, I’d like to share some lessons learned that could help you in your work.

Dirty Data or Biased Data? Ethical AI Basics for Non Data Scientists

This post is for those responsible for implementing AI systems but do not have a background in data science, statistics, or probability. The intention is to create an approachable introduction to the key concepts to identify potential bias (error) in their training data.

Human Rights in the Fourth Industrial Revolution: Industry’s role and responsibilities

What kind of world do we want for ourselves, those we love, and future society? How do we are organizations, employees, customers, and members of society ensure that technology is in service of society and not the other way around?

How to Build Ethics into AI — Part II Research-based recommendations to keep humanity in AI

In this article, I will focus on mechanisms for removing exclusion from your data and algorithms. Of all the interventions or actions we can take, the advancements here have the highest rate of change.