Tag: explainable AI
Data Scientists Engaged in the Battle Against Data Bias
By AI Trends Staff
Data scientists have joined the battle to eliminate or at least identify the bias in datasets used to train AI programs.
The...
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....
Why Your Company Needs White-Box Models in Enterprise Data Science
By Ryohei Fujimaki, Ph.D., Founder and CEO of dotData
AI is having a profound impact on customer experience, revenue, operations, risk management and other business...
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...
2020 AI Predictions: Black Box Cloud Seen Lifting, RPA in Enterprise,...
By AI Trends Staff
We invited readers to submit their top predictions for the impact of AI on business in 2020. Here is a selection...
Explainable AI is the Mission of Mark Stefik of PARC
As artificial intelligence (AI) systems play bigger parts in our lives, people are asking whether they can be trusted. According to Mark Stefik, this...
IBM Research into Explainable AI Has Goal of Ensuring Trustworthy Systems
Artificial intelligence could advance science in dramatic ways, but beyond the technical challenges, one of the hurdles is cultural. We must trust the systems...
What Does an AI Ethicist Do? A Chat with Microsoft’s Tim...
By Thomas H. Davenport, Professor of IT and Management at Babson College
Microsoft was one of the earliest companies to begin discussing and advocating for an...
A Chief AI Officer on Explainable AI: Addressing Trust, Utility, Liability
Dimitry Fisher is Chief AI Officer at Analytics Ventures, a venture fund, and Dynam.ai, a provider of tailored, end-to-end AI solutions. He has over...