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 But the ecosystem is still nascent and how it matures — or whether it’s superseded by another NLP model — remains to be seen.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

Amazon Will Debut New UI for Fire TV Stick 4K, Fire TV Cube

Next month, Amazon is slated to launch a new Fire TV interface for its Fire TV Stick 4K and Fire TV Cube streaming devices. In 2016, Amazon pioneered the “content-first user experience,” which listed rows of movies and TV shows from various streaming apps on the home TV. This idea was picked up by many others in the industry, including Google, Vizio and LG. But, as the number of streaming services has expanded, this model has become unwieldy and chaotic — and Amazon is about to rein it in via a simplified navigation bar. Continue reading Amazon Will Debut New UI for Fire TV Stick 4K, Fire TV Cube

Google Tests New Technology to Replace Third-Party Cookies

Google is replacing third-party cookies on its Chrome web browser with a more privacy-compliant option, creating an uproar among advertisers and others that use them to track consumers’ browsing across websites. Google stated it has had positive test results for its technology that analyzes browsing habits without sending sensitive data to central servers. In Q2 of this year, the company is on track for “open outside testing of ad buys” using the new technology. Google previously said it would phase out cookies in 2022. Continue reading Google Tests New Technology to Replace Third-Party Cookies

Microsoft Inks Deal With OpenAI for Exclusive GPT-3 License

Microsoft struck a deal with AI startup OpenAI to be the exclusive licensee of language comprehension model GPT-3. According to Microsoft EVP Kevin Scott, the deal is an “incredible opportunity to expand our Azure-powered AI platform in a way that democratizes AI technology.” Among potential uses are “aiding human creativity and ingenuity in areas like writing and composition, describing and summarizing large blocks of long-form data (including code), converting natural language to another language.” Continue reading Microsoft Inks Deal With OpenAI for Exclusive GPT-3 License

OpenAI Tests Commercial Version of Its AI Language System

Artificial intelligence research institute OpenAI, after collecting trillions of words, debuted its first commercial product, the API. Its goal is to create the “most flexible general-purpose AI language system” in existence. Currently, the API’s skills include translating between languages, writing news stories, and answering everyday questions. The API is engaged in limited testing and, said chief executive Sam Altman, will be released broadly for use in a range of tasks, such as customer support, education and games. Continue reading OpenAI Tests Commercial Version of Its AI Language System

Facebook’s Purchase of Giphy to Provide Valuable User Data

Facebook has acquired the GIF platform Giphy for $400 million. Giphy’s 100+ million active daily users send over 1 billion GIFs a day. Facebook stated that Giphy’s content database will be integrated into its apps including Instagram, although it didn’t state a timeframe. Since every social app offers at least some GIF integration, including many that rely on a GIF keyboard and Giphy’s database, Facebook’s purchase is both a competitive edge and another way to harvest the kind of data that attracts advertisers. Continue reading Facebook’s Purchase of Giphy to Provide Valuable User Data

AWS Intros AI Tool to Add Human Reviewers to ML Workflow

Amazon Web Services unveiled Amazon Augmented Artificial Intelligence (A2I), a fully managed service that makes it easy for developers to build workflows that use human reviewers to validate machine learning predictions. Human reviewers can be added via Mechanical Turk, third-party vendors or the developer’s own employees. The developer can also use Amazon A2I to structure the review process and manage the human reviewers. Users do not need to commit to use Amazon A2I, but instead pay only for each review needed. Continue reading AWS Intros AI Tool to Add Human Reviewers to ML Workflow

Google Unveils Web Vitals, its Metric Tool for Web Developers

Google introduced Web Vitals, an initiative providing performance and user-experience metrics aimed at web developers and website owners. Google has described it as “essential to delivering a great user experience on the web.” Web Vitals is just one of the tools that Google has offered over the years to help developers, advertisers and business owners improve the user experience of their websites. All those tools, however, have become an information overload that confuses its target demographic. Continue reading Google Unveils Web Vitals, its Metric Tool for Web Developers

Amazon Enables Tailored Recommendations via AI Service

Amazon is launching a new service called Amazon Personalize in select regions of the U.S., Asia and Europe, with additional locations to be added. The service, first revealed at last year’s re:Invent conference, aims to personalize the customer experience by helping developers build apps, websites, email marketing and content management systems that provide product recommendations and personalized search results. “We are excited to share with AWS customers the expertise we’ve developed during two decades of using machine learning to deliver great experiences on Amazon.com,” said Swami Sivasubramanian, VP of machine learning. Continue reading Amazon Enables Tailored Recommendations via AI Service

Apple Reinstates Kid Controls, App Developers File Lawsuit

Apple abruptly reversed a decision made a year ago to remove iPhone apps that use one of two technologies to allow parents to control their children’s use of Apple devices. The company revealed its move to allow parental controls in a short blog post on its website. The reversal comes on the heels of news that the Department of Justice and the Federal Trade Commission are scrutinizing Silicon Valley tech companies for antitrust behavior. App developers filed a lawsuit in California accusing Apple of monopolizing app distribution. Continue reading Apple Reinstates Kid Controls, App Developers File Lawsuit

Amazon, National Science Foundation to Further AI Fairness

Amazon is teaming up with the National Science Foundation (NSF), pledging up to $10 million in research grants over the next three years to further fairness in artificial intelligence and machine learning. More specifically, the grants will target “explainability” as well as potential negative biases and effects, mitigation strategies for such effects, validation of fairness and inclusivity. The goal is to encourage “broadened acceptance” of AI, thus enabling the U.S. to make better progress on the technology’s evolution. Continue reading Amazon, National Science Foundation to Further AI Fairness

Facebook Unveils Tools to Prevent the Spread of Fake News

Facebook is unveiling new tools to prevent the spread of fake news and misinformation, including making more information available about political ads on its platform. The tools will first debut in India next month and then to the European Union in March. Facebook is also tweaking its moderation, announcing plans for an outside group or board to review its content decisions, giving it authority to reverse internal content decisions. The board will be comprised of 40 members worldwide chosen by Facebook. Continue reading Facebook Unveils Tools to Prevent the Spread of Fake News

Facebook Introduces Open-Source Image Processing Library

Facebook unveiled Spectrum, an open-source image processing library to help improve the quality and reliability of images uploaded through its own apps. Spectrum, which Facebook first showed publicly and launched in beta in November, is now on GitHub, available to the developer community. As higher quality cameras on smartphones have become a key selling point, consumers are dealing with larger image files, which can be a stumbling block since they eat up more device memory and more network bandwidth. Continue reading Facebook Introduces Open-Source Image Processing Library

Hive Builds Tailored AI Models via 700,000-Person Workforce

Hive, a startup founded by Kevin Guo and Dmitriy Karpman, trains domain-specific artificial intelligence models via its 100 employees and 700,000 workers who classify images and transcribe audio. The company uses the Hive Work smartphone app and website to recruit the people who label the data, and recently introduced three products: Hive Data, Hive Predict, and Hive Enterprise. Shortly after the product launch, Peter Thiel’s Founders Fund and other venture capital firms invested $30 million in the startup. Continue reading Hive Builds Tailored AI Models via 700,000-Person Workforce

IBM Creates Machine-Learning Aided Watermarking Process

IBM now has a patent-pending, machine learning enabled watermarking process that promises to stop intellectual property theft. IBM manager of cognitive cybersecurity intelligence Marc Ph. Stoecklin described how the process embeds unique identifiers into neural networks to create “nearly imperceptible” watermarks. The process, recently highlighted at the ACM Asia Conference on Computer and Communications Security (ASIACCS) 2018 in Korea, might be productized soon, either within IBM or as a product for its clients. Continue reading IBM Creates Machine-Learning Aided Watermarking Process

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