2. Drive employee productivity using Gen AI Reference Architecture ZQ6y43n

How to build a conversational AI experience using generative AI to improve employee productivity

A major source of frustration for any large organization, whether non-profit, public, or private, is the difficulty that individuals and teams within the organization have in locating relevant information both internally (on intranets) and externally (on the web). Employees can waste a significant amount of time trying to zero in on the right intranet or …

How to choose the best AI platform

Artificial intelligence platforms enable individuals to create, evaluate, implement and update machine learning (ML) and deep learning models in a more scalable way. AI platform tools enable knowledge workers to analyze data, formulate predictions and execute tasks with greater speed and precision than they can manually.  AI plays a pivotal role as a catalyst in …

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Answering billions of reporting queries each day with low latency

Posted by Jagan Sankaranarayanan, Senior Staff Software Engineer, and Indrajit Roy, Head of Napa Product, Google Google Ads infrastructure runs on an internal data warehouse called Napa. Billions of reporting queries, which power critical dashboards used by advertising clients to measure campaign performance, run on tables stored in Napa. These tables contain records of ads …

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Governing the ML lifecycle at scale, Part 1: A framework for architecting ML workloads using Amazon SageMaker

Customers of every size and industry are innovating on AWS by infusing machine learning (ML) into their products and services. Recent developments in generative AI models have further sped up the need of ML adoption across industries. However, implementing security, data privacy, and governance controls are still key challenges faced by customers when implementing ML …

Eureka! NVIDIA Research Breakthrough Puts New Spin on Robot Learning

A new AI agent developed by NVIDIA Research that can teach robots complex skills has trained a robotic hand to perform rapid pen-spinning tricks — for the first time as well as a human can. The stunning prestidigitation, showcased in the video above, is one of nearly 30 tasks that robots have learned to expertly …

Evaluating social and ethical risks from generative AI

Generative AI systems are already being used to write books, create graphic designs, assist medical practitioners, and are becoming increasingly capable. To ensure these systems are developed and deployed responsibly requires carefully evaluating the potential ethical and social risks they may pose.In our paper, we propose a three-layered framework for evaluating the social and ethical …

Make Music Count embeds watsonx to make perfect music with math  

Over the past ten years, I’ve been on a journey to create an interactive, patented curriculum that combines the power of math with the joy of music. In our program Make Music Count, students from elementary to high school get hands-on experience solving math equations while learning how to play the piano. Since launching, I’ve …

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English learners can now practice speaking on Search

Posted by Christian Plagemann, Director, and Katya Cox, Product Manager, Google Research Learning a language can open up new opportunities in a person’s life. It can help people connect with those from different cultures, travel the world, and advance their career. English alone is estimated to have 1.5 billion learners worldwide. Yet proficiency in a …