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Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker

Favorite As generative AI models advance in creating multimedia content, the difference between good and great output often lies in the details that only human feedback can capture. Audio and video segmentation provides a structured way to gather this detailed feedback, allowing models to learn through reinforcement learning from human

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Shared by AWS Machine Learning November 22, 2024

Embedding secure generative AI in mission-critical public safety applications

Favorite This post is co-written with Lawrence Zorio III from Mark43. Public safety organizations face the challenge of accessing and analyzing vast amounts of data quickly while maintaining strict security protocols. First responders need immediate access to relevant data across multiple systems, while command staff require rapid insights for operational decisions.

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Shared by AWS Machine Learning November 21, 2024

Unify structured data in Amazon Aurora and unstructured data in Amazon S3 for insights using Amazon Q

Favorite In today’s data-intensive business landscape, organizations face the challenge of extracting valuable insights from diverse data sources scattered across their infrastructure. Whether it’s structured data in databases or unstructured content in document repositories, enterprises often struggle to efficiently query and use this wealth of information. In this post, we

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Shared by AWS Machine Learning November 21, 2024

Give Your Input on the State of Open Source Survey

Favorite As we announced back in September, the OSI has partnered again with OpenLogic by Perforce to produce a comprehensive report on global, industry-wide Open Source software adoption trends. The 2025 State of Open Source Report will be based on responses to a survey of those working with Open Source

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Shared by voicesofopensource November 20, 2024