In 2006, British mathematician Clive Humby said, “data is the new oil.” While the phrase is almost a cliché, the advent of generative AI is breathing new life into this idea. A global study on the Future of Enterprise Data & AI by WNS Triange and Corinium Intelligence shows 76% of C-suite leaders and decision-makers are planning or…
Sophisticated robots don’t have to cost a fortune. Even relatively cheap robots can do complex manipulation tasks and learn new skills quickly using AI, a new study has shown. With just $32,000, researchers from Stanford University managed to build a wheeled robot that can cook a three-course Cantonese meal with human supervision. Then they used…
Posted by Alan Karthikesalingam and Vivek Natarajan, Research Leads, Google Research The physician-patient conversation is a cornerstone of medicine, in which skilled and intentional communication drives diagnosis, management, empathy and trust. AI systems capable of such diagnostic dialogues could increase availability, accessibility, quality and consistency of care by being useful conversational partners to clinicians and…
Posted by Alan Karthikesalingam and Vivek Natarajan, Research Leads, Google Research The physician-patient conversation is a cornerstone of medicine, in which skilled and intentional communication drives diagnosis, management, empathy and trust. AI systems capable of such diagnostic dialogues could increase availability, accessibility, quality and consistency of care by being useful conversational partners to clinicians and…
Posted by Gladys Tyen, Intern, Google Research LLMs are increasingly popular for reasoning tasks, such as multi-turn QA, task completion, code generation, or mathematics. Yet much like people, they do not always solve problems correctly on the first try, especially on tasks for which they were not trained. Therefore, for such systems to be most…
Although AI is by no means a new technology there have been massive and rapid investments in it and large language models. However, the high-performance computing that powers these rapidly growing AI tools — and enables record automation and operational efficiency — also consumes a staggering amount of energy. With the proliferation of AI comes…
As organizations recognize the transformational opportunity presented by generative AI, they must consider how to deploy that technology across the enterprise in the context of their unique industry challenges, priorities, data types, applications, ecosystem partners, and governance requirements. Financial institutions, for example, need to ensure that data and AI governance has the built-in intelligence to…
Kevlin Henney and I recently discussed whether automated code generation, using some future version of GitHub Copilot or the like, could ever replace higher-level languages. Specifically, could ChatGPT N (for large N) quit the game of generating code in a high-level language like Python, and produce executable machine code directly, like compilers do today? It’s…
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Happy new year! I hope you had a relaxing break. I spent it up in the Arctic Circle skiing, going to the sauna, and playing card games with my family by…
Posted by Ayça Çakmakli, UX Lead, Google Research, Responsible AI and Human Centered Technology Team Google’s Responsible AI User Experience (Responsible AI UX) team is a product-minded team embedded within Google Research. This unique positioning requires us to apply responsible AI development practices to our user-centered user experience (UX) design process. In this post, we…