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Leverage enterprise data with Denodo and Vertex AI for generative AI applications

Leveraging enterprise data for generative AI and large language models (LLMs) presents significant challenges related to data silos, quality inconsistencies, privacy and security concerns, compliance with data regulations, capturing domain-specific knowledge, and mitigating inherent biases. Organizations must navigate the complexities of consolidating fragmented data sources, ensuring data integrity, and addressing ethical considerations. Techniques like retrieval …

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

*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 …

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Mistral Large 2 is now available in Amazon Bedrock

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

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 …

Researchers leveraging AI to train (robotic) dogs to respond to their masters

An international collaboration seeks to innovate the future of how a mechanical man’s best friend interacts with its owner, using a combination of AI and edge computing called edge intelligence. The overarching project goal is to make the dog come ‘alive’ by adapting wearable-based sensing devices that can detect physiological and emotional stimuli inherent to …