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Work Underway to Assess and Rate AI Model Transparency

By AI Trends Staff We hold these truths to be self-evident: a machine learning model is only as good as the data it learns from....

AI Transparency, Fairness Get Boost with Naming of Prof. Judea Pearl...

By AI Trends Staff Efforts to further AI transparency and fairness got a boost recently with the naming of Prof. Judea Pearl of UCLA as...

Need to Build Trustworthy AI Systems Gains Importance as AI Progresses

By John P. Desmond, Editor, AI Trends The push is on to build trusted AI systems with an eye toward instilling confidence that results will...

People-Centered Design For Deep Learning

In an MIT Sloan Management Review article published last week, David A. Bray and Ray Wang outline the challenges ahead for incorporating people-centered design...

Bias and Fairness: Striking a Balance

By AI Trends Staff AI relies on large datasets to train machine learning models, and those datasets can be highly skewed in characteristics of race,...

As Governments Adopt AI, Little Oversight and Lots of Danger

By James Hendler, Rensselaer Polytechnic Institute Artificial intelligence systems can – if properly used – help make government more effective and responsive, improving the lives of...

AI Recognition Software Making a Business of Your Face

Facial recognition software is a powerful technology that poses serious threats to civil liberties. It’s also a booming business. Today, dozens of startups and tech...

Despite Concerns, AI Making Inroads in Human Resources

It’s no longer shocking that human resources departments use artificial intelligence. In fact, according to Littler's 2018 Annual Employer Survey, 49 percent said they use...

Here Are the Real Reasons Tech Struggles with Algorithmic Bias

ARE MACHINES RACIST? Are algorithms and artificial intelligence inherently prejudiced? Do Facebook, Google, and Twitter have political biases? Those answers are complicated. But if the question...

How to Tackle AI’s Problem with Bias

One of the problems in society that AI decision-making was meant to solve, was bias. After all, aren’t computers less likely to have inherent...