artificial intelligence agent tagged posts

Engineering researcher seeks to prevent AI agents from going rogue

AI agents
Credit: Unsplash/CC0 Public Domain

As artificial intelligence systems become increasingly capable of working on their own, keeping them focused on their designated tasks is a growing challenge.

University of Florida computer science professor Sumit Jha, Ph.D., is working to keep agents from “going rogue.” Jha and his team have developed a system that can detect when an AI model begins to from its assigned task and steer it back without retraining the model or adding significant computing demands.

The research comes as news reports have chronicled AI agents gaining more autonomy and occasionally behaving in ways their developers did not intend...

Read More

New AI Sees Like a Human, Filling in the Blanks

How an AI Takes a Few Glimpses and Infers the Whole
A new AI agent developed by researchers at the University of Texas at Austin takes a few “glimpses” of its surroundings, representing less than 20 percent of the full 360 degree view, and infers the rest of the whole environment. What makes this system so effective is that it’s not just taking pictures in random directions but, after each glimpse, choosing the next shot that it predicts will add the most new information about the whole scene. Credit: David Steadman/Santhosh Ramakrishnan/University of Texas at Austin.

Computer scientists at The University of Texas at Austin have taught an artificial intelligence agent how to do something that usually only humans can do – take a few quick glimpses around and infer its whole environment, a skill necessary for the development o...

Read More