Architect’s Guide to a Reference Architecture for an AI/ML Datalake

Architect’s Guide to a Reference Architecture for an AI/ML Datalake

An abbreviated version of this post appeared on The New Stack on March 19th, 2024. In enterprise artificial intelligence, there are two main types of models: discriminative and generative. Discriminative models are used to classify or predict data, while generative models are used to create new data. Even though Generative AI has dominated the news of late, organizations are still

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The Strengths, Weaknesses and Dangers of LLMs

The Strengths, Weaknesses and Dangers of LLMs

Much has been said lately about the wonders of Large Language Models (LLMs). Most of these accolades are deserved. Ask ChatGPT to describe the General Theory of Relativity and you will get a very good (and accurate) answer. However, at the end of the day ChatGPT is still a computer program (as are all other LLMs) that is blindly executing

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