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Approachable, Ethical, Human-Centered AI

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machine learning
What Can I Expect From the Future of Machine Learning?

What Can I Expect From the Future of Machine Learning? Machine learning has come a long way since the 1952 introduction of the first computer learning program. In 1980, data scientists created Explanation Based Learning, where a computer could create

Regulated industry AI
3 Tips for Setting and Managing Realistic Expectations for AI Projects  

3 Tips for Setting and Managing Realistic Expectations for AI Projects   This post is part of a series designed to help AI-interested regulated industry leaders overcome challenges to successful AI design. For more information, download Top Challenges to Designing AI

healthcare AI
Why Trusted AI Has to Matter in the Healthcare Industry

Why Trusted AI Has to Matter in the Healthcare Industry  Over the last few years, healthcare providers have increasingly offered telehealth appointments, managed digital transfers of medical records, and encouraged patients to take a more active role in monitoring their

regulated data
Transforming Data into Actionable Intelligence in Regulated Industries

Transforming Data into Actionable Intelligence in Regulated Industries In the first of a series of fireside chats between Bo Howell, CEO of Joot and owner of FinTech Law, and Cal Al-Dhubaib, CEO of Pandata, the two discuss managing data and

responsible machine learning
How To Cultivate a Responsible Machine Learning Culture in Your Organization

How To Cultivate a Responsible Machine Learning Culture in Your Organization Even though we’ve come a long way in improving the accuracy and integrity of AI, it’s still far from perfect. If no one is responsible for your AI, how

artificial intelligence decision making
6 Key Players That Should Be Involved in Every AI Decision

6 Key Players That Should Be Involved in Every AI Decision If you want to develop a Trusted AI solution that solves a business challenge, you need human input. Or, to be more precise, you need human input from a

Trusted AI
Pandata’s Proactive Approach to Trusted AI

Pandata’s Proactive Approach to Trusted AI At Pandata, we advocate for Trusted AI that is approachable and ethical. This means acknowledging that sometimes there is no right answer but because we have a duty to safeguard others from unintended consequences,

From Pigeon Navigation to Pandata: A Chat with Hannah Arnson, Director of Data Science

From Pigeon Navigation to Pandata: A Chat with Hannah Arnson, Director of Data Science When Hannah Arnson was just a little girl, someone gave her the perfect gift. Her Fisher-Price® Micro Explorer Set™ featured a 30-power microscope, a specimen bottle,

Bias in AI
4 Ways to Reduce Bias in AI

  4 Ways to Reduce Bias in AI Ever since the advent of the first computer, programmers have known that garbage in equals garbage out. In other words, the quality of what you enter into your machine determines the quality

Marketing AI
A Marketer’s Journey Through the Land of AI – Entry 5, ML + A/B = Awesome

A Marketer’s Journey Through the Land of AI – Entry 5, ML + A/B = Awesome In the last entry we talked about bias in AI, and the ways that humans in the mix can both help and hinder. Ultimately