Cortical.io announced its breakthrough prototype for classifying high volumes of unstructured text. Classifying documents or messages constitutes one of the most fundamental Natural Language Understanding (NLU) functions for business artificial intelligence (AI). The benchmark was carried out on two similar system setups using the same, off-the-shelve, dual AMD-Epyc server hardware. The “BERT” system, a transformer-based machine learning technique for natural language processing, was augmented by a NVidia GPU. The “Semantic Folding” approach utilized a cost comparable number of Xilinx Alveo FPGA accelerator cards.
Lately, I’m hearing a lot about crypto, blockchain, bitcoin, Ethereum, smart contracts, defi (decentralized finance), dapps (decentralized applications), DAOs (decentralized autonomous organizations), NFTs (non-fungible tokens), web3, and on and on. I wanted to learn more about all of this stuff so I started digging around…
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The transformation of traditional workplaces as the result of the pandemic demands more sophisticated knowledge management. Hybrid or fully remote models add to the hurdle that many organizations face when it comes to gathering people’s knowledge and insights.Read More
Protecting our users’ privacy and securing their data is core to Google’s work. That’s why we design products to help people keep their personal information private, safe, and secure — with easy-to-use tools and built-in protections.Privacy matters to people — especially around topics such as their health. Given that these issues apply to healthcare providers, telecommunications companies, banks, tech platforms, and many more, we know privacy protections cannot be solely up to individual companies or states acting individually. That’s why we’ve long advocated for a comprehensive and nationwide U.S. privacy law that guarantees protections for everyone, and we’re pleased to see recent progress in Congress.But we haven’t waited for a law to take action. We understand that people rely on Google to keep their personal data secure. We’ve long been committed to this work, and today we’re sharing additional steps we’re taking to protect user privacy around health issues.Protecting user privacyWe offer a variety of easy-to-use privacy tools and settings that put people in control of their data. This is particularly important to people around health topics, which is why our data policies include a number of restrictions. In addition, we have protections around:Location History: Location History is a Google account setting that is off by default, and for those that turn it on, we provide simple controls like auto-delete so users can easily delete parts, or all, of their data at any time. Some of the places people visit — including medical facilities like counseling centers, domestic violence shelters, abortion clinics, fertility centers, addiction treatment facilities, weight loss clinics, cosmetic surgery clinics, and others — can be particularly personal. Today, we’re announcing that if our systems identify that someone has visited one of these places, we will delete these entries from Location History soon after they visit. This change will take effect in the coming weeks.User Data on Apps: Google Play has strict protocols to protect user privacy — including policies that prohibit developers from selling personal and sensitive user data and a requirement that they handle that data securely and only for purposes directly related to operating the app. To further promote transparency and control for users, we also recently introduced Play’s new data safety section that developers use to give people more information about how apps collect, share, and secure their data. For Google Fit and Fitbit, we give users settings and tools to easily access and control their personal data, including the option to change and delete personal information, at any time. For example, Fitbit users who have chosen to track their menstrual cycles in the app can currently delete menstruation logs one at a time, and we will be rolling out updates that let users delete multiple logs at once.Law Enforcement Demands for User Data: Google has a long track record of pushing back on overly broad demands from law enforcement, including objecting to some demands entirely. We take into account the privacy and security expectations of people using our products, and we notify people when we comply with government demands, unless we’re prohibited from doing so or lives are at stake — such as in an emergency situation. In fact, we were the first major company to regularly share the number and types of government demands we receive in a Transparency Report. We remain committed to protecting our users against improper government demands for data, and we will continue to oppose demands that are overly broad or otherwise legally objectionable. We also will continue to support bipartisan legislation, such as the NDO Fairness Act recently passed by the House of Representatives, to reduce secrecy and increase transparency around government data demands.We’re committed to delivering robust privacy protections for people who use our products, and we will continue to look for new ways to strengthen and improve these protections. We support Congressional efforts to reach bipartisan agreement on nationwide privacy protections that move the burden of privacy off individuals and establish good data practices across the board. In the meantime, we will continue our focus on securing our products and protecting the privacy of our users around the world.