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LLMs as Judges: Practical Problems and How to Avoid Them
Latest  Machine Learning

LLMs as Judges: Practical Problems and How to Avoid Them

Katherine Munro
28 likes
September 3, 2025

Author(s): Katherine Munro Originally published on Towards AI. Concrete advice for teams building LLM-powered evaluations My last post was all about conceptual problems with using Large Language Models to judge other LLMs. All images: Author provided.The article discusses the practical challenges of …

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Large Language Models as Classification Engines: Overkill, or Awesome?
Data Science  Latest  Machine Learning

Large Language Models as Classification Engines: Overkill, or Awesome?

Katherine Munro
13 likes
August 28, 2025

Author(s): Katherine Munro Originally published on Towards AI. Why is it an odd choice? Why you should try it anyway. And how to go about it. Have you ever wanted to build a trillion-parameter labelling machine? And by that I mean, would …

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