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Unbundling the Graph in GraphRAG

O'Reilly Media

For example, articles about former US vice president Al Gore might not discuss actor Tommy Lee Jones, although the two were roommates at Harvard and started a country band together. See the excellent talk “ Systems That Learn and Reason ” by Frank van Harmelen for more exploration about hybrid AI trends. What is GraphRAG?

Database 127
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Meeting customer needs with our ML platform redesign

Snorkel AI

Our journey on this project started with evaluating customer requirements and led to an overhaul of the interactive machine learning system that now powers a core part of our platform. In this article, we share our journey and hope that it helps you design better machine learning systems. What format is this data stored in?

ML 52
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This AI newsletter is all you need (#36)

Towards AI

This article features an interview with Professor David Gunkel, discussing the issue of what rights robots, including AI chatbots, should have. MIT course on Introduction to Data-Centric AI This is a practical course on Data-Centric AI, focusing on the impactful aspects of real-world ML applications.

AI 98
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Transforming financial analysis with CreditAI on Amazon Bedrock: Octus’s journey with AWS

AWS Machine Learning Blog

It gives instant access to insights on over 10,000 companies from hundreds of thousands of proprietary intel articles, helping financial institutions make informed credit decisions while effectively managing risk. He specializes in generative AI, machine learning, and system design. Tim Ramos is a Senior Account Manager at AWS.

AWS 111
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Redesigning Snorkel’s interactive machine learning systems

Snorkel AI

Our journey on this project started with evaluating customer requirements and led to an overhaul of the interactive machine learning system that now powers a core part of our platform. In this article, we share our journey and hope that it helps you design better machine learning systems. What format is this data stored in?

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Redesigning Snorkel’s interactive machine learning systems

Snorkel AI

Our journey on this project started with evaluating customer requirements and led to an overhaul of the interactive machine learning system that now powers a core part of our platform. In this article, we share our journey and hope that it helps you design better machine learning systems. What format is this data stored in?

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Google Research, 2022 & beyond: Robotics

Google Research AI blog

Further improvements are gained by utilizing a novel structured dynamical systems architecture and combining RL with trajectory optimization , supported by novel solvers. We improved the efficiency of RL approaches by incorporating prior information, including predictive information , adversarial motion priors , and guide policies.

Algorithm 139