Samsung is using Synopsys’ DSO.ai tool to design some of its next-gen Exynos mobile processors for 5G and AI, which will be used in smartphones including its own and other devices. Synopsys chair and co-chief executive Aart de Geus said this is the first example of a “real commercial processor design with AI.” Google, IBM and Nvidia are among the other companies that have discussed designing chips with AI. Synopsys, which works with dozens of companies, also has years of expertise in creating advanced designs to train an AI algorithm. Continue reading Samsung First to Design Commercial Semiconductor with AI

Facebook introduced an AI text-to-speech system (TTS) that produces a second of audio in 500 milliseconds. According to Facebook, the system, which is used with a new approach to data collection, powered the creation of a British accent-inflected voice in six months, versus over a year required for other voices. The TTS is now used for Facebook’s Portal smart display brand. The system can be hosted in real time via ordinary processors and is also available as a service for other apps, including Facebook’s VR. Continue reading Facebook Reveals New AI-Powered Text-to-Speech System

The Federal Trade Commission is investigating the purchase of hundreds of small startups made by Big Tech companies Amazon, Apple, Facebook, Google and Microsoft to determine if they have become too powerful. In 2019, a record-breaking 231 artificial intelligence startups were snapped up, which in many cases ended public availability of their products. According to CB Insights, that number compares to 42 AI startups acquired in 2014. Apple has been the No. 1 buyer of these startups since 2010. Continue reading Big Tech Companies Acquire Significant Number of AI Startups

A conference on “Robots for Good” sought to allay increased fears that robot overlords will soon rule the world and make humans redundant in the workforce. UC Berkeley professor Ken Goldberg, who heads a robotics lab there, spoke about his “radically hopeful vision of the future.” Robots will not replace humans, he said, but rather enable people to focus on what they do best: creativity, innovation, empathy and other inherent human traits. Goldberg also put the fear of robots in historical perspective. Continue reading CES 2020: ‘Robots for Good’ Advocates See Hopeful Future

Intel acquired Israel-based AI chip manufacturer Habana Labs for about $2 billion, to strengthen its offerings for data centers requiring such chips. The tech giant already stated that it expects to complete more than $3.5 billion in sales related to artificial intelligence, an increase of 20 percent from last year. The Habana purchase is just one of several that Intel has made in recent years in its efforts to grow new markets. Intel expects the AI chip market to grow to $25 billion by 2024, half from selling chips for data centers. Continue reading Intel Doubles Down on AI with $2 Billion Habana Acquisition

Google founders Larry Page and Sergey Brin have stepped down from their executive roles, with Google chief executive Sundar Pichai now heading up both Google and Alphabet. For the past 20 years, Page and Brin personified the company and many of their ideas on how to run an Internet company became standard for other Silicon Valley firms. The two first dialed back their involvement in 2015 when they created Alphabet as a holding company and turned their attention to “other bets,” including life-extending technologies. Continue reading Google Founders Step Down: New Era for Tech Giant Begins

Microsoft will begin providing customers of its Azure cloud platform with chips made by U.K. startup Graphcore, with the goal of speeding up the computations for artificial intelligence projects. Graphcore, founded in Bristol in 2016, has attracted several hundred million dollars in investment and the attention of many AI researchers. Microsoft invested in Graphcore last December, with the hope of making its cloud services more compelling. Graphcore’s chips have not previously been available publicly. Continue reading Microsoft Pairs Azure Cloud Platform, Graphcore AI Chips

Researchers recently introduced a series of rigorous benchmark tasks that measure the performance of sophisticated language-understanding AI. Facebook AI Research with Google’s DeepMind, University of Washington and New York University introduced SuperGLUE last week, based on the idea that deep learning models for today’s conversational AI require greater challenges. SuperGLUE, which uses Google’s BERT representational model as a performance baseline, follows the 2018 introduction of GLUE (General Language Understanding Evaluation), and encourages the creation of models that can understand more nuanced, complex language. Continue reading SuperGLUE Is Benchmark For Language-Understanding AI

With Sam Altman as chief executive, OpenAI, the nonprofit artificial intelligence lab he founded with Elon Musk, has become a for-profit company pursuing investments. In fact, Altman, who stepped down as head of Y Combinator, just inked an impressive $1 billion contract with Microsoft. With Microsoft as a marquee investor, OpenAI will now pursue its lofty goal of creating artificial general intelligence (AGI), a system that can mimic the human brain. Alphabet’s DeepMind lab is also pursuing the creation of AGI. Continue reading Microsoft Invests in OpenAI to Pursue Challenging AI Goal

At DeepMind, Alphabet’s AI labs, researchers built virtual video-game players that master the game by playing other bots. Most of the time, the bots played a capture-the-flag video game better than human game testers who are professional. DeepMind researcher Max Jaderberg said that the work, first described in the company blog last year, is moving towards “developing the fundamental algorithms” that could in the future lead to a “more human intelligence.” Not every lab, however, can afford the compute power required. Continue reading Bots Take On Gamers to Help Advance Artificial Intelligence

Quantum computing is coming and it’s safe to say that only a handful of people know what it is. At NAB 2019, USC Viterbi School of Engineering Ph.D. candidate Bibek Pokharel did an excellent job of breaking down the basics. First, according to quantum computer scientists, all the computers we have used thus far are “classical computers.” Although IBM, Intel, Google, Microsoft, Rigetti and D-Wave have built quantum computers, the task is so incredibly complex that you won’t be able to purchase one at Best Buy. Continue reading Quantum Computing Era Approaches as Moore’s Law Ends

Google unveiled the Deep Planning Network (PlaNet) agent, created in collaboration with DeepMind, to provide reinforcement learning via images. Reinforcement learning uses rewards to improve AI agents’ decision-making. Whereas model-free techniques work by getting agents to predict actions from observations, agents created with model-based reinforcement learning come up with a general model of the environment leveraged for decision-making. In unfamiliar surroundings, however, agents must create rules from experience. Continue reading Google Debuts Deep Planning Network Agent with DeepMind

Alphabet’s London-based DeepMind loosed AlphaZero, its AI-powered system that can master games without human intervention, on Stockfish, the highest rated chess game engine, and crushed it. DeepMind developed the self-training method, dubbed deep reinforcement learning, specifically to attack strategy board game “Go,” and an earlier iteration of the system beat one of the world’s best “Go” players, although it needed human guidance. AlphaZero trained itself in chess in three days, rejecting red-marked moves after a mere 1,000 simulations. Continue reading DeepMind’s AlphaZero Defeats Leading Chess Game Engine

DeepMind recently released the full evaluation of AlphaZero, a single system capable of playing “Go,” chess, and shogi (Japanese chess). This new project builds on AlphaGo, a program that beat one of the best players in the world at the board game “Go” in 2016, and AlphaGo Zero, software capable of mastering the game from first principles. AlphaZero represents a dramatic step forward in AI research as it is one of the first intelligent systems capable of generalizing solutions to new problems with little to no human input. Continue reading DeepMind’s Learning Algorithm Could Prove a Game-Changer

Amazon is training Alexa to speak like a newscaster, a feature that will roll out in a few weeks. The new speaking style is based on Amazon’s neural text-to-speech (NTTS) developments. The new voice style doesn’t sound human, but does stress words as a TV or radio announcer would. Before creating this voice, Amazon did a survey that showed that users prefer this newscaster style when listening to articles. The new voice is also an example of “the next generation of speech synthesis,” based on machine learning. Continue reading New Alexa Speaking Style Created by Neural Text-to-Speech