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No baseline? No benchmarks? No biggie! An experimental approach to agile chatbot development
Lessons learned bringing LLM-based products to production
Aug 23
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Katherine Munro 👩💻
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No baseline? No benchmarks? No biggie! An experimental approach to agile chatbot development
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July 2024
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.
Jul 22
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Katherine Munro 👩💻
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How to save the planet? Just add data, AI, and a little financial selfishness.
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June 2024
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.
Jun 28
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Katherine Munro 👩💻
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To hack a Large Language Model: Speak its style, but not its language.
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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.
Jun 14
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Katherine Munro 👩💻
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If you're optimizing for data, you're already losing: Lessons from a Data & AI Conference
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May 2024
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...
May 17
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Katherine Munro 👩💻
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Editor's Digest: The Modern Data Stack
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February 2024
Seven practical resources for building effective LLM applications
And one not at all practical, but totally awesome one.
Feb 23
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Katherine Munro 👩💻
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Seven practical resources for building effective LLM applications
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Yes, you still need old-school NLP skills in "the age of ChatGPT"
Large Language Models have their strengths, but for many production problems, simpler techniques are faster, cheaper, and just as effective.
Feb 2
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Katherine Munro 👩💻
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Yes, you still need old-school NLP skills in "the age of ChatGPT"
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November 2023
Resources Roundup: She didn't just say what I think she did, did she?
A selection of unpopular, unexpected, or unusual takes on data science, analytics and machine learning.
Nov 12, 2023
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Katherine Munro 👩💻
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Resources Roundup: She didn't just say what I think she did, did she?
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August 2023
Resources Roundup: So... maths is cool now? A dive into data literacy.
Inspiring and informative resources to help you build data literacy for yourself, your coworkers, and your organisation.
Aug 20, 2023
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Resources Roundup: So... maths is cool now? A dive into data literacy.
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July 2023
Resources Roundup: Using data to make people care, listen, and act
Resources for telling effective data stories, and a bad dashboard drinking game
Jul 23, 2023
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Katherine Munro 👩💻
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Resources Roundup: Using data to make people care, listen, and act
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June 2023
Never tell a developer they're doing great: Lessons from a Data & AI Leadership Conference
On scaling engineering teams; the sexiest new job in AI; and why data is LEGO... or is it... pizza?
Jun 27, 2023
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Katherine Munro 👩💻
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Never tell a developer they're doing great: Lessons from a Data & AI Leadership Conference
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May 2023
Resources Roundup: Making graphs that don’t suck.
A few of my favourite resources, and something to make you stop and think.
May 5, 2023
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Katherine Munro 👩💻
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Resources Roundup: Making graphs that don’t suck.
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