Nvidia to Power Giant AI Computing with Its Arm-Based CPU

Nvidia debuted its Arm-based Grace CPU for giant artificial intelligence and high-performance computing applications, the company’s first such data center CPU. At Nvidia’s GTC 2021 conference, chief executive Jensen Huang said Grace, which offers 10 times the performance using energy-efficient Arm cores, will first be used by the Swiss National Supercomputing Centre (CSCS) and the U.S. Department of Energy’s Los Alamos National Laboratory (LANL). The CPU, named for U.S. Navy rear admiral and computer programming pioneer Grace Hopper, is slated for availability in early 2023. Continue reading Nvidia to Power Giant AI Computing with Its Arm-Based CPU

OpenAI and EleutherAI Foster Open-Source Text Generators

OpenAI’s GPT-3, the much-noted AI text generator, is now being used in 300+ apps by “tens of thousands” of developers and generating 4.5 billion words per day. Meanwhile, a collective of researchers, EleutherAI is building transformer-based language models with plans to offer an open source, GPT-3-sized model to the public for free. The non-profit OpenAI has an exclusivity deal with Microsoft that gives the tech giant unique access to GPT-3’s underlying code. But OpenAI has made access to its general API available to all comers, who then build services on top of it. Continue reading OpenAI and EleutherAI Foster Open-Source Text Generators

GPT-3: New Applications Developed for OpenAI’s NLP Model

OpenAI’s natural language processing (NLP) model GPT-3 offers 175 billion parameters, compared with its predecessor, GPT-2’s mere 1.5 billion parameters. The result of GPT-3’s immense size has enabled it to generate human-like text based on only a few examples of a task. Now, many users have gained access to the API, and the result has been some interesting use cases and applications. But the ecosystem is still nascent and how it matures — or whether it’s superseded by another NLP model — remains to be seen. Continue reading GPT-3: New Applications Developed for OpenAI’s NLP Model

CES 2021 Opens with Predictions on Tech Trends for the Year

At the opening of the all-digital CES 2021 this week, Consumer Technology Association vice president of research Steve Koenig and director of research Lesley Rohrbaugh described their predictions for innovation and technology trends to expect in the coming year, noting that the CTA provides 30 studies a year on its website. Koenig put 2021 in context as following a tough 2020 of COVID-19 and related economic downturn. “As a global community we confronted a lot of those challenges together and saw a myriad of solutions from tech innovation,” he said. Continue reading CES 2021 Opens with Predictions on Tech Trends for the Year

OpenAI Unveils AI-Powered DALL-E Text-to-Image Generator

OpenAI unveiled DALL-E, which generates images from text using two multimodel AI systems that leverage computer vision and NLP. The name is a reference to surrealist artist Salvador Dali and Pixar’s animated robot WALL-E. DALL-E relies on a 12-billion parameter version of GPT-3. OpenAI demonstrated that DALL-E can manipulate and rearrange objects in generated imagery and also create images from scratch based on text prompts. It has stated that it plans to “analyze how models like DALL·E relate to societal issues.” Continue reading OpenAI Unveils AI-Powered DALL-E Text-to-Image Generator

Facebook Makes New Natural Language Model Open Source

Facebook and AI startup Hugging Face open-sourced their new natural language processing model, Retrieval Augmented Generation (RAG), which finds and interprets contextual information on the fly. RAG is now available as a component of the Hugging Face transformer library, integrated with the new Datasets library to offer the indexed knowledge source RAG relies on. According to Facebook, RAG can alter or add to its internal knowledge, letting researchers control the model without needing to retrain it. Continue reading Facebook Makes New Natural Language Model Open Source

IBM Provides AI-Based Solutions for U.S. Open Without Fans

In June, the U.S. Tennis Association (USTA) opted to hold the 2020 U.S. Open in New York (August 31-September 13) without fans due to COVID-19. That decision launched many changes, from electronic line calling to food-ordering apps for athletes. USTA has been working with IBM to integrate artificial intelligence for such uses as creating broadcast highlight reels based on crowd reaction. The June decision was “a pivotal moment,” said IBM’s sports and entertainment marketing program director Kristi Kolski. “A lot of the solutions that we had in the pipeline were no longer going to be viable.” Continue reading IBM Provides AI-Based Solutions for U.S. Open Without Fans

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

Microsoft Pairs Azure Cloud Platform, Graphcore AI Chips

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

SuperGLUE Is Benchmark For Language-Understanding AI

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

Pandora Believes Listeners Will Interact With its Voice Ads

Pandora plans to test new interactive advertising technology that would allow listeners to engage directly with its “voice ads” by speaking aloud. Pandora listeners could request additional information about a product or service being promoted, for example, or request skipping the ad altogether. The beta test, powered by ad-tech firm Instreamatic, is expected to launch later this year. Instreamatic provides an interactive ad platform built on its Voice AI Core to help brands and marketers “manage, measure and monetize voice-enabled audio advertising.” Continue reading Pandora Believes Listeners Will Interact With its Voice Ads

Study’s Fantasy Text-Based Game Tests AI Agents’ Abilities

Facebook AI Research, the Lorraine Research Laboratory in Computer Science and its Applications (LORIA), and University College London recently conducted a study to determine if AI can navigate a fantasy text-based game, dubbed “LIGHT.” To examine the AI agents’ comprehension of the virtual world, the study investigated the so-called grounding dialogue, comprised of mutual knowledge, beliefs and assumptions allowing communication between two people. The large-scale, crowdsourced “LIGHT” environment allows AI and humans to interact. Continue reading Study’s Fantasy Text-Based Game Tests AI Agents’ Abilities

Gartner Report Shows Dramatic Growth in Enterprise AI Use

Gartner just released its 2019 CIO Survey of 3,000+ executives in 89 countries, which found that implementation of artificial intelligence grew 270 percent in the past four years. In 2018, use of AI grew 37 percent, up from 10 percent in 2015. The company estimates that the AI market will be valued at $6.14 billion by 2022. Gartner distinguished research vice president Chris Howard noted that we are still “far from general AI that can wholly take over complex tasks,” but that we have entered the “augmented intelligence” era. Continue reading Gartner Report Shows Dramatic Growth in Enterprise AI Use

Voice Tech Adoption Reaches Beyond Smart Homes to Autos

Together, Amazon and Google claim about 85 percent of the smart speakers currently installed in U.S. households. In the wake of a successful holiday shopping season, the number of smart speakers in the U.S. has climbed to around 119 million. And while Amazon and Google battled for dominance at CES with voice assistant support featured in a growing array of devices and services, a new survey from Voicebot.ai suggests that voice assistants may be more habit-forming in vehicles than via smartphones. The voice tech publication found that 77 million adults use such assistants in their vehicles at least monthly, and companies are taking notice. Continue reading Voice Tech Adoption Reaches Beyond Smart Homes to Autos

Pandora Introduces Its Own Voice Assistant for Mobile Apps

Streaming music service Pandora is the latest to announce an in-app voice assistant. Users of the iOS or Android app can simply say “Hey Pandora” and make a request to play specific podcasts or music based on artists, albums, radio stations or playlists. According to Pandora, the creation of its own “Voice Mode” feature was inspired by the millions of users who have been activating the service via smart speakers such as Amazon Echo devices. “Voice is just an expected new way that you engage with any app,” said Pandora chief product officer Chris Phillips. Continue reading Pandora Introduces Its Own Voice Assistant for Mobile Apps

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