Do Not Use LLM or Generative AI For These Use Cases | by Christopher Tao | Aug, 2024 | Towards AI
The recent hype for Gen AI (Generative AI), especially LLM (Large Language Model), has become extremely high. More and more organizations have already jumped or are planning to jump into this controversial zone. Of course, it is understandable that no one wants to fall behind and lose this revolutionary opportunity. However, as one of the professionals with a Data Science background and who has experienced AI/ML growth for the last 10+ years, I want to write this article to alert decision-makers to think twice about simply starting to implement their AI solutions. Don’t get me wrong. I’ve always been an advocate of AI and one of those optimistic people. This article has borrowed from an insightful work from Gartner, which aims to educate people about various AI techniques and Use Case families. LLM is not everything about AI, and not all the AI use cases are suitable for Generative AI. Firstly, let’s explore the typical use case families in practice that are expecting AI techniques to
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