Google has unveiled a new tool designed to address concerns over the bias of its AI and machine learning (ML) systems. The technology, called Testing with Concept Activation Vectors (TCAV), aims to better understand which signals a neural network model draws on to make predictions. What is AI? TCAF is an automated system that uses artificial intelligence (AI) techniques to test how well it can predict what will happen in real time based on data from thousands or millions of examples.
Google has unveiled a new tool designed to address concerns over the bias of its AI and machine learning (ML) systems. The technology, called Testing with Concept Activation Vectors (TCAV), aims to better understand which signals a neural network model draws on to make predictions. TCAF is an automated system that uses artificial intelligence (AI) techniques to test how well it can predict what will happen in real time based on data from thousands or millions of examples.