PLEDGE NOW
Artificial Intelligence

A.I., artificial intelligence, is on the move again.  Deep learning.  Big strides.  It may change the world around you.

Gears. (chance.press/Flickr)

Gears. (chance.press/Flickr)

A.I., artificial intelligence, has had a big run in Hollywood.  The computer Hal in Kubrick’s “2001” was fiendishly smart.  And plenty of robots and server farms beyond HAL.  Real life A.I. has had a tougher launch over the decades.  But slowly, gradually, it has certainly crept into our lives.

Think of all the “smart” stuff around you.  Now an explosion in Big Data is driving new advances in “deep learning” by computers.  And there’s a new wave of excitement.

This hour, On Point:  Artificial intelligence, Big Data, and deep learning, lining up for a new era of A.I.

-Tom Ashbrook

Guests

Yann LeCun, professor of Computer Science, Neural Science, and Electrical and Computer Engineering at New York University.

Peter Norvig, director of research at Google Inc.

From Tom’s Reading List

New York Times “Using an artificial intelligence technique inspired by theories about how the brain recognizes patterns, technology companies are reporting startling gains in fields as diverse as computer vision, speech recognition and the identification of promising new molecules for designing drugs.”

New Yorker ” There is good reason to be excited about deep learning, a sophisticated “machine learning” algorithm that far exceeds many of its predecessors in its abilities to recognize syllables and images. But there’s also good reason to be skeptical. While the Times reports that “advances in an artificial intelligence technology that can recognize patterns offer the possibility of machines that perform human activities like seeing, listening and thinking,” deep learning take us, at best, only a small step toward the creation of truly intelligent machines.”

Mind Hacks “Most uses abstract statistical representations. For example, a face recognition system will not use human-familiar concepts like ‘mouth’, ‘nose’ and ‘eyes’ but statistical properties derived from the image that may bear no relation to how we talk about faces. The innovation of deep learning is that it not only arranges these properties into hierarchies – with properties and sub-properties – but it works out how many levels of hierarchy best fit the data.”

Please follow our community rules when engaging in comment discussion on this site.
ONPOINT
TODAY
Apr 29, 2016
Republican presidential candidate Sen. Ted Cruz, R-Texas, joined by former Hewlett-Packard CEO Carly Fiorina waves during a rally in Indianapolis, Wednesday, April 27, 2016, when Cruz announced he has tapped Fiorina to serve as his running mate. (AP Photo/Michael Conroy)

Trump and Hillary wins. Bernie lays off. Cruz chooses Carly. Beyonce drops “Lemonade.” Our weekly news roundtable goes beyond the headlines.

Apr 29, 2016
Screengrab from the #MorethanMean video produced by Sarah Spain and Julie Dicaro. Scroll down to view the video.

Women pushing back. A video by two female sports reporters about online harassment goes viral.

RECENT
SHOWS
Apr 29, 2016
Screengrab from the #MorethanMean video produced by Sarah Spain and Julie Dicaro. Scroll down to view the video.

Women pushing back. A video by two female sports reporters about online harassment goes viral.

 
Apr 29, 2016
Republican presidential candidate Sen. Ted Cruz, R-Texas, joined by former Hewlett-Packard CEO Carly Fiorina waves during a rally in Indianapolis, Wednesday, April 27, 2016, when Cruz announced he has tapped Fiorina to serve as his running mate. (AP Photo/Michael Conroy)

Trump and Hillary wins. Bernie lays off. Cruz chooses Carly. Beyonce drops “Lemonade.” Our weekly news roundtable goes beyond the headlines.

On Point Blog
On Point Blog
‘Embedded’: How Violent Gangs Are Terrorizing El Salvador
Thursday, Apr 14, 2016

NPR’s Kelly McEvers on her reporting in El Salvador for the podcast Embedded, and how gang killings brought San Salvador’s bus service to a halt.

More »
Comment
 
That Cheap Dress On Facebook? It Isn't Worth It
Monday, Apr 11, 2016

Know those shockingly cheap clothes you see advertised on Facebook? There’s a catch.

More »
Comment
 
The Boston Globe Imagines — And Rejects — A President Trump Front Page
Monday, Apr 11, 2016

The Boston Globe editorial page imagines — and rejects — President Donald Trump.

More »
Comment