Beyond the Buzzwords, with Katherine Munro
Katherine Munro \ud83d\udc69\ud83d\udcbbAI, big data, neural networks, ML... the list of buzzwords is as long as it is hyped. I'm a data scientist, author and teacher, and while I love this domain, I'm sick of the bluffing and the bla bla. I'll give it to you short or clear. Hopefully both.
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katherine-munro.comLatest Issues
LLMs as Judges: Practical Problems and How to Avoid Them
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. In it, I presented the “gotchas” that teams should watch out for when building...
Large Language Models as Classification Engines: Overkill, or Awesome?
Why it's 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 you use a Large Language Model to solve a classification problem?
Using one LLM to Judge Another? Here’s Five Reasons You Shouldn’t
Concrete ‘gotchas’ for people building things with Gen AI.
As teams across the world scramble to build things with Gen AI and Large Language Models, countless startups are scrambling to build LLM evaluation tools to serve them. Many such t...
Steal My Idea: Evaluating LLM Systems with Production Data at Scale
A framework for fixing the gaps in your LLM-testing strategy
In my last post [1], I described how my team and I have been testing our WIP conversational assistant, despite having no baseline or benchmarks, and despite the LLM testing lands...
How Big Tech Is Exploiting Content Creators, And (Trying To) Get Away With It
Diving into current courtroom dramas around AI, copyright, and the true meaning of “fair use.”
This post originally appeared on my Medium blog, katherineamunro.medium.com
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Data Scientist. Speaker. Teacher. Editor/co-author of The Handbook of #DataScience and #AI. Get it here: https://t.co/waoMT7atYW
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