FAANG - Robotic Content

Federated Learning With Differential Privacy for End-to-End Speech Recognition

by AI Generated Robotic ContentFAANG July 25, 2024Comments are Disabled

*Equal Contributors While federated learning (FL) has recently emerged as a promising approach to train machine learning models, it is limited to only preliminary explorations in the domain of automatic speech recognition (ASR). Moreover, FL does not inherently guarantee user privacy and requires the use of differential privacy (DP) for robust privacy guarantees. However, we …

Mistral Large 2 is now available in Amazon Bedrock

by AI Generated Robotic ContentFAANG July 25, 2024Comments are Disabled

Mistral AI’s Mistral Large 2 (24.07) foundation model (FM) is now generally available in Amazon Bedrock. Mistral Large 2 is the newest version of Mistral Large, and according to Mistral AI offers significant improvements across multilingual capabilities, math, reasoning, coding, and much more. In this post, we discuss the benefits and capabilities of this new …

Introducing Partner Companion: An AI-powered advisor for enhanced customer engagement

by AI Generated Robotic ContentFAANG July 25, 2024Comments are Disabled

Following the exciting preview at Google Cloud Next 2024, we’re thrilled to announce the expanded availability of Partner Companion to Google Cloud Services Partners! At Google Cloud, we believe in the power of our partners. Partner Companion leverages generative AI to give them the information they need to thrive. It’s not just a showcase of …

Detect and protect sensitive data with Amazon Lex and Amazon CloudWatch Logs

by AI Generated Robotic ContentFAANG July 24, 2024Comments are Disabled

In today’s digital landscape, the protection of personally identifiable information (PII) is not just a regulatory requirement, but a cornerstone of consumer trust and business integrity. Organizations use advanced natural language detection services like Amazon Lex for building conversational interfaces and Amazon CloudWatch for monitoring and analyzing operational data. One risk many organizations face is …

At UC Berkeley, Filestore supercharges one of largest JupyterHub deployments in U.S. higher ed

by AI Generated Robotic ContentFAANG July 24, 2024Comments are Disabled

Among researchers, students, and developers to work together on complex projects, JupyterHub has become an essential tool for collaborative data science, bringing the power of Jupyter Notebooks to groups of users. Its ability to manage multiple user environments and provide access to shared resources has revolutionized the way that data science instruction is done at …

Big Update: A Whole New Chatbots Life

by AI Generated Robotic ContentFAANG July 23, 2024Comments are Disabled

Big news from Chatbots Life! We’re thrilled to announce a major upgrade and expansion of our platform, making it the ultimate destination for anyone looking to dive deep into AI and transform their career. We’re rolling out 150+ tutorials over the next 90 days, designed to enrich your learning and ensure you stay at the forefront of …

Samplable Anonymous Aggregation for Private Federated Data Analytics

by AI Generated Robotic ContentFAANG July 23, 2024Comments are Disabled

We revisit the problem of designing scalable protocols for private statistics and private federated learning when each device holds its private data. Locally differentially private algorithms require little trust but are (provably) limited in their utility. Centrally differentially private algorithms can allow significantly better utility but require a trusted curator. This gap has led to …

Maestro: Netflix’s Workflow Orchestrator

by AI Generated Robotic ContentFAANG July 23, 2024Comments are Disabled

By Jun He, Natallia Dzenisenka, Praneeth Yenugutala, Yingyi Zhang, and Anjali Norwood TL;DR We are thrilled to announce that the Maestro source code is now open to the public! Please visit the Maestro GitHub repository to get started. If you find it useful, please give us a star. What is Maestro Maestro is a general-purpose, horizontally scalable workflow …

Lowe’s innovation: How Vertex AI Vector Search helps create interactive shopping experiences

by AI Generated Robotic ContentFAANG July 23, 2024Comments are Disabled

At Lowe’s, we are always striving to make the shopping experience more enjoyable and convenient for our customers. A common challenge we’ve identified is that many shoppers visit our ecommerce site or mobile application without a clear idea of what they want but believe that they will recognize the right product when they see it. …

How to build user authentication into your gen AI app-accessing database

by AI Generated Robotic ContentFAANG July 22, 2024Comments are Disabled

Generative AI agents introduce immense potential to transform enterprise workspaces. Enterprises from almost every industry are exploring the possibilities of generative AI, adopting AI agents for purposes ranging from internal productivity to customer-facing support. However, while these AI agents can efficiently interact with data already in your databases to provide summaries, answer complex questions, and …