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

Microsoft Announces Azure-Hosted OpenAI Supercomputer

At Microsoft’s Build 2020 developer conference, the company debuted a supercomputer built in collaboration with, and exclusively for, OpenAI on Azure. It’s the result of an agreement whereby Microsoft would invest $1 billion in OpenAI to develop new technologies for Microsoft Azure and extend AI capabilities. OpenAI agreed to license some of its IP to Microsoft, which would then sell to partners as well as train and run AI models on Azure. Microsoft stated that the supercomputer is the fifth most powerful in the world. Continue reading Microsoft Announces Azure-Hosted OpenAI Supercomputer

Microsoft Research Leads Team to Author AI Ethics Checklist

Microsoft Research, with almost 50 engineers from a dozen technology companies, created a checklist for AI ethics intended to spur conversation on the topic and raise some “good tension” within organizations. To that end, the list, rather than asking “yes” or “no” questions, instead suggests that teams “define fairness criteria.” Participants were not identified by name, but many are in AI-related fields like computer vision, natural language processing and predictive analytics. The group hopes to inspire future efforts. Continue reading Microsoft Research Leads Team to Author AI Ethics Checklist

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

Amazon Web Services Unveils AI Tools for Enterprise Clients

Amazon introduced Contact Lens for Amazon Connect and Amazon Kendra, two AI-enabled tools to help enterprise customers gain more information from data found in multiple sources. Both services, available for preview now on Amazon Web Services, assist cloud customers in incorporating natural language processing in a timely fashion. According to Amazon, Contact Lens for Amazon Connect and Amazon Kendra’s functionality are based on the integration of machine learning. Both services are plug-and-play. Continue reading Amazon Web Services Unveils AI Tools for Enterprise Clients

Already Internet Celebs, Virtual Beings Get First Emmy Nod

Fable Studio’s “Wolves in the Walls,” a VR adaptation of a Neil Gaiman children’s book, won a Primetime Emmy Award for outstanding innovation in interactive media. The player is in the role of an imaginary friend for the CG child Lucy and uses VR goggles and handheld motion controllers to join her on an investigation of strange noises in the house. Lucy is also the first “virtual being” to win an Emmy, according to Fable co-founder Edward Saatchi, who defines that as a digital character with whom you have a two-way relationship. Virtual beings are growing in popularity on social platforms such as Instagram, where some are becoming digital influencers. Continue reading Already Internet Celebs, Virtual Beings Get First Emmy Nod

Disney, Rutgers Scientists Use AI to Generate Storyboards

Disney Research and Rutgers University scientists just created an end-to-end model using artificial intelligence to produce a storyboard and video featuring text from movie screenplays. This kind of text-to-animation model is not new, but this research advances the state-of-the-art by producing animations without annotated data or pre-training. The researchers wrote that the system is “capable of handling complex sentences” and is intended to make creatives’ work “more efficient and less tedious.” Continue reading Disney, Rutgers Scientists Use AI to Generate Storyboards

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

Here’s What We Hope to See This Week at CES Related to AI

With the buzz way down, AI research more vibrant than ever, and more mainstream experimentation, there’s a lot to potentially look forward to at CES 2019 in the field of AI and machine learning. And already it all seems to converge on one very interesting trend: pragmatism. As AI exits the lab, and heads into the world, we’re expecting new and compelling applications. At CES this week, we’re hoping to see advances in areas such as autonomous vehicles, consumer robots, computer vision, smart assistants, and a more integrated Internet of Things. Continue reading Here’s What We Hope to See This Week at CES Related to AI

Pandora Launches Beta Version of Podcast Genome Project

With over half-a-million podcasts today, discoverability is often difficult for consumers. To make the process easier, Pandora has come up with its algorithm-based Podcast Genome Project, first announced a year ago and just released in beta. Pandora rose to success with its initial Music Genome Project, and the Podcast version is similar, in that it uses more than 1,500 tags to create a recommendation engine. Also similar to the Music Genome Project, the Podcast Genome Project relies on humans as an adjunct to the algorithms. Continue reading Pandora Launches Beta Version of Podcast Genome Project

Facebook’s VideoStory Relies on AI to Automate Storytelling

Facebook’s video clips get over 8 billion views a day on average, but people with bad Internet connections or disabilities often don’t have access to them. That led Facebook to create VideoStory, which the company described in a research paper as “A Dataset for Telling the Stories of Social Media Videos.” The paper, to be delivered at the Conference on Empirical Methods in Natural Language Processing, noted that, “automatically telling the stories using multi-sentence descriptions of videos would allow bridging this gap.” Continue reading Facebook’s VideoStory Relies on AI to Automate Storytelling

AI Software Identifies Violations of EU Privacy Regulations

European Union Institute researchers, working with the European Consumer Organisation (BEUC), created AI-enabled software to scrutinize the privacy policies of 14 major technology companies for violations of the new GDPR. They found that one-third of the clauses were “potentially problematic” or contained “insufficient information,” with 11 percent of the policies’ sentences using “unclear language.” Among the companies examined were Alphabet, Amazon and Facebook. The researchers did not reveal which companies were in violation. Continue reading AI Software Identifies Violations of EU Privacy Regulations

Intel AI Lab Reveals Plans to Open-Source More NLP Libraries

The Intel AI Lab, which open-sourced a library for natural language processing, plans to open-source more such libraries, to help developers and researchers speed up the process of giving virtual assistants and chatbots functions such as name entity recognition, intent extraction and semantic parsing. With new libraries, these developers can also publish research, train and deploy artificial intelligence and reproduce the latest innovations in the AI community. Intel’s first conference for AI developers was held May 23-24 in San Francisco. Continue reading Intel AI Lab Reveals Plans to Open-Source More NLP Libraries

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