The Human Interface: What We Expect From AI at CES 2020

We’re not going to lie: the annual “heads up CES” piece on artificial intelligence is a major exercise in hit or miss. This is because technology rarely evolves on an annual time scale, and certainly not advanced technology like AI. Yet, here we are once again. Sure, 2019 was as fruitful as it gets in the AI research community. The raw debate between Neural Networks Extremists (those pushing for an “all neural nets all the time” approach to intelligence) and the Fanatical Symbolists (those advocating a more hybrid approach between knowledge bases, expert systems and neural nets) took an ugly “Mean Girl” turn, with two of the titans of the field (Gary Marcus and Yann LeCun) trading real insults on Twitter just a few days ago.  Continue reading The Human Interface: What We Expect From AI at CES 2020

Facebook Turns to Robots to Advance Artificial Intelligence

Humans learn from experience to not “do dumb things,” and Facebook chief AI scientist Yann LeCun is trying to create a version of that for robots, saying that systems that learn “models of the world” are our best shot at advancing artificial intelligence. Unlike a rewards/demerits-based reinforcement learning, Facebook’s tack is to instill curiosity, by giving the robot freedom to try new things. With New York University, Facebook also dramatically reduced the number of tries to teach a robotic arm to grasp an object. Continue reading Facebook Turns to Robots to Advance Artificial Intelligence

AI Pioneers Are Honored With the Prestigious Turing Award

The Association for Computing Machinery (ACM) honored three artificial intelligence pioneers with the prestigious Turing Award for their work on neural networks. The Turing Award, often dubbed the Nobel Prize of computing, was launched in 1966 and includes a $1 million prize that the three honorees will share. Doctors Geoffrey Hinton, Yann LeCun and Yoshua Bengio helped lay the foundation for the evolution of technologies including facial recognition, digital assistants and self-driving vehicles. Continue reading AI Pioneers Are Honored With the Prestigious Turing Award

Facebook Explores Robotics and NLP, Opens More AI Labs

To strengthen its AI Research division (FAIR) and focus on robotics, Facebook is adding five highly regarded computer scientists to its Menlo Park, California headquarters, as well as facilities in Pittsburgh, Seattle and London. The new hires include Carnegie Mellon University professors Jessica Hodgins and Abhinav Gupta, who will head a lab focusing on robotics, a newer area for Facebook. University of Washington’s Luke Zettlemoyer, an expert on natural language processing (NLP), will join the Seattle AI research team. Continue reading Facebook Explores Robotics and NLP, Opens More AI Labs

Facebook to Develop Live Video Filtering Chips for Faster AI

Facebook has used Intel CPUs for many of its artificial intelligence services, but the company is changing course to adapt to the pressing need to better filter live video content. At the Viva Technology industry conference in Paris, Facebook chief AI scientist Yann LeCun stated that the company plans to make its own chips for filtering video content, because more conventional methods suck up too much energy and compute power. Last month, Bloomberg reported that the company is building its own semiconductors. Continue reading Facebook to Develop Live Video Filtering Chips for Faster AI

Startup Develops Technology to Identify Counterfeit Products

One year ago, New York startup Entrupy introduced a technology based on a handheld microscope camera and mobile app to spot counterfeit fashion accessories. Since then, the company says it has improved accuracy to 98 percent for handbags from 11 luxury brands, including Chanel, Gucci and Louis Vuitton. The tech has also been tested on CE products. Fashion brands have thus far used holographic tags, microprinting and, more recently, radio beacons woven into fabric to protect their products against counterfeiting. Internet shopping and second-hand retailers have made it more challenging. Continue reading Startup Develops Technology to Identify Counterfeit Products

Facebook Considers Artificial Intelligence to Battle Fake News

After being heavily criticized for the spread of fake news during the latest U.S. presidential election, Facebook is now looking at the possibility of using its research in artificial intelligence to gain control over the problem. Facebook has done research in AI since late 2013, when it hired its current director of artificial intelligence Yann LeCun. But the company is moving gingerly into the field, still trying to figure out the pitfalls of AI, and how to introduce it sensibly and responsibly. Continue reading Facebook Considers Artificial Intelligence to Battle Fake News

Deep Learning Pioneer Yoshua Bengio Launches AI Incubator

Yoshua Bengio, a leader in deep learning and professor at the University of Montreal, is opening Element AI, a startup incubator focused on this form of artificial intelligence. The incubator will help develop AI-centric companies coming from both Bengio’s university and nearby McGill University, part of Bengio’s stated goal of creating an “AI ecosystem” in this Canadian city. According to Bengio, Montreal is home to “the biggest concentration in the world” of researchers in the powerful field of deep learning. Continue reading Deep Learning Pioneer Yoshua Bengio Launches AI Incubator

Open Source Speeds Developments in Artificial Intelligence

When Tesla released all of its patents to the public in 2014, it jumpstarted the electric car ecosystem while continuing to succeed. Facebook made its data-center architecture available to the masses, still making a tidy $12+ billion in revenue last year. Open source code is now fueling tremendous innovation and digital capabilities. Whereas companies in the past dominated by using licensed software to create monopolies, today’s companies relying on open source code differentiate themselves by the services they offer. Continue reading Open Source Speeds Developments in Artificial Intelligence