Beyond the Buzzwords, with Katherine Munro

Beyond the Buzzwords, with Katherine Munro

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LLMs as Judges: Practical Problems and How to Avoid Them

Concrete advice for teams building LLM-powered evaluations
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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.
 • Katherine Munro 👩‍💻
Using one LLM to Judge Another? Here’s Five Reasons You Shouldn’t
Concrete ‘gotchas’ for people building things with Gen AI.
 • Katherine Munro 👩‍💻
Steal My Idea: Evaluating LLM Systems with Production Data at Scale
A framework for fixing the gaps in your LLM-testing strategy
 • Katherine Munro 👩‍💻
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.”
 • Katherine Munro 👩‍💻
No baseline? No benchmarks? No biggie! An experimental approach to agile chatbot development
Lessons learned bringing LLM-based products to production
 • Katherine Munro 👩‍💻
How to save the planet? Just add data, AI, and a little financial selfishness.
On gambling our future, changing mindsets with changing data, and a novel use of Large Language Models to understand causality.
 • Katherine Munro 👩‍💻
To hack a Large Language Model: Speak its style, but not its language.
On building better RAG systems, attacks in plain sight, and a secret Croatian translation project that practically predicted the tech we're using today.
 • Katherine Munro 👩‍💻
If you're optimizing for data, you're already losing: Lessons from a Data & AI Conference
On strategy, trends, up-skilling your developers, and finding the next billion dollar business opportunity.
 • Katherine Munro 👩‍💻
Editor's Digest: The Modern Data Stack
A collection of useful resources on the MDS, and a sneak peak into the newest Handbook of Data Science and AI...
 • Katherine Munro 👩‍💻
Beyond the Buzzwords, with Katherine Munro
Beyond the Buzzwords, with Katherine Munro
AI, 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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Beyond the Buzzwords, with Katherine Munro

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