The Role of Reinforcement Learning in Enhancing LLM Performance

Large language models (LLMs) are the backbone of modern natural language processing. They predict words, craft sentences, and mimic human language at scale. But underneath their polished outputs lies a limitation: They only replicate patterns seen in their given or training data. What happens when we want LLMs to go beyond this – when they…

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Legal Issues for Data Professionals: In AI, Data Itself Is the Supply Chain

Data is the supply chain for AI. For generative AI, even in fine-tuned, company-specific large language models, the data that is input into training data comes from a host of different sources. If the data from any given source is unreliable, then the training data will be deficient and the LLM output will be untrustworthy….

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The Book Look: Enterprise Intelligence

Every once in a while, a book comes along that contains such innovative ideas that I find myself whispering “wow” and “interesting” as I read through the pages. “Enterprise Intelligence,” by Eugene Asahara, is one such book. Eugene takes three basic ingredients that are not so new (business intelligence, knowledge graphs, and large language models),…

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Oracle Extends AI Across Its Stack With New GenAI Cloud Features

Organizations are struggling to find ways to deliver GenAI successfully. The key challenges to GenAI deployment include difficulty in integrating GenAI solutions with the existing tech stack and customizing the LLMs to meet the requirements of internal operations. Oracle, one of the world’s premier enterprise software and cloud solutions companies, might have just found a…

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AWS Unveils Major Bedrock Upgrade: More AI Models and Enhanced User Flexibility

As the generative AI landscape continually evolves with new use cases emerging, Amazon Web Services (AWS) is keeping pace by enhancing its Bedrock platform. This upgrade significantly broadens the range of AI models available, offering users more choices and greater flexibility for their AI-driven applications. The latest updates to Amazon Bedrock include an expanded selection…

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It’s a Snowday! Here’s the New Stuff Snowflake Is Giving Customers

Snowflake made a slew of announcements today during its “Snowday 2023” launch event, including a new generative AI offering dubbed Cortex, updates to its Snowpark environment for traditional machine learning, support for Iceberg Tables, updates to its Horizon data governance tool, and a new Snowflake Notebook. The company describes Snowflake Cortex as a fully managed…

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