Tag: open-source components
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AWS News Blog: Replicate changes from databases to Apache Iceberg tables using Amazon Data Firehose (in preview)
Source URL: https://aws.amazon.com/blogs/aws/replicate-changes-from-databases-to-apache-iceberg-tables-using-amazon-data-firehose/ Source: AWS News Blog Title: Replicate changes from databases to Apache Iceberg tables using Amazon Data Firehose (in preview) Feedly Summary: Amazon Data Firehose introduces a new capability that captures database changes and streams updates to a data lake or warehouse, supporting PostgreSQL, MySQL, Oracle, SQL Server, and MongoDB, with automatic scaling…
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Schneier on Security: Evaluating the Effectiveness of Reward Modeling of Generative AI Systems
Source URL: https://www.schneier.com/blog/archives/2024/09/evaluating-the-effectiveness-of-reward-modeling-of-generative-ai-systems-2.html Source: Schneier on Security Title: Evaluating the Effectiveness of Reward Modeling of Generative AI Systems Feedly Summary: New research evaluating the effectiveness of reward modeling during Reinforcement Learning from Human Feedback (RLHF): “SEAL: Systematic Error Analysis for Value ALignment.” The paper introduces quantitative metrics for evaluating the effectiveness of modeling and aligning…