Posted by Jason Wei, AI Resident and Dan Garrette, Research Scientist, Google Research In recent years, pre-trained language models, such as BERT and GPT-3, have seen widespread use in natural language processing (NLP). By training on large volumes of text, language models acquire broad knowledge about the world, achieving strong performance on various NLP benchmarks….
With the supply-chain disruptions of the past two years showing no signs of easing anytime soon, businesses are turning to a new generation of AI-powered simulations called digital twins to help them get goods and services to customers on time. These tools not only predict disruptions down the line, but suggest what to do about…
Freshman year of high school, my boyfriend asked, “What’s it like having her around all the time?” He meant Kim. The bell for third period rang. I shifted against him, a combination lock pressed into my back, lockers slamming around us. Our mouths were still so close. I’d been wondering if he also felt hot…
It’s time we began to “fixate on data” to solve our problems, says one of the world’s leading experts in data science. In 2006, Jeannette Wing, then the head of the computer science department at Carnegie Mellon University, published an influential essay titled “Computational Thinking,” arguing that everyone would benefit from using the conceptual tools…
In the coming years, mobility solutions—or how we get from point A to point B—will bridge the gap between ground and air transportation—yes, that means flying cars. Technological advancements are transforming mobility for people and, leading to unprecedented change. Nand Kochhar, vice president of automotive and transportation for Siemens Software says this transformation extends beyond…
Algorithms now determine how much things cost. It’s called dynamic pricing and it adjusts according to current market conditions in order to increase profits. The rise of e-commerce has propelled pricing algorithms into an everyday occurrence—whether you’re shopping on Amazon, booking a flight, hotel or ordering an Uber. In this continuation of our series on…
Artificial intelligence and machine learning (AI and ML) are key technologies that help organizations develop new ways to increase sales, reduce costs, streamline business processes, and understand their customers better. AWS helps customers accelerate their AI/ML adoption by delivering powerful compute, high-speed networking, and scalable high-performance storage options on demand for any machine learning project….
Last month, the primary source for the Wall Street Journal’s Facebook Files, revealed her identity in an episode of 60 Minutes. Frances Haugen, a former product manager at the company, says she came forward after she saw Facebook’s leadership repeatedly prioritize profit over safety. She then appeared before lawmakers in the US and the UK to talk…
In 2018, when Google employees found out about their company’s involvement in Project Maven, a controversial US military effort to develop AI to analyze surveillance video, they weren’t happy. Thousands protested. “We believe that Google should not be in the business of war,” they wrote in a letter to the company’s leadership. Around a dozen…
Defining what is, or isn’t artificial intelligence can be tricky (or tough). So much so, even the experts get it wrong sometimes. That’s why MIT Technology Review’s Senior AI Editor Karen Hao created a flowchart to explain it all. In this bonus content our host and her team reimagined Hao’s original reporting, gamifying it into…