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Expanding your horizon,

one shot at a time

In each shot we'll dive into a different data science challenge, demonstrating tools, concepts and methodologies.

So what's a shot? It's a single video shot that starts with an empty Jupyter Notebook, and finishes with a working solution.

Join the learning!

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Shot #

21

LLM Bluffing

Ever been in a conversation with someone claiming to know what you've just told them, but you're not entirely sure if they're bluffing? 🤔 Turns out, Large Language Models can bluff too! In this shot, we're diving deep into the world of LLM honesty. We'll explore how to determine if an LLM truly knows the answer to a question or if it's simply bluffing its way through. Using a unique dataset of personal questions about a synthetic persona, we'll put two different Gemini models to the test. We'll also visualize our findings with a cool Sankey diagram! Join us as we uncover the surprising truth behind LLM "knowledge" and learn how to call their bluff! This shot was filmed in front of a live audience 👥👥, as part of Bon Voyage Shot 🇮🇱🇺🇸 (https://www.oneshotlearning.io/bon-voyage-shot). We'd like to thank AWS Floor28 for their warm hospitality.

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The Hosts

Yoel Zeldes

Algorithm Developer

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Almost two decades of experience as a software engineer and algorithm developer in various domains, including NLP, recommender systems, vision, and cybersecurity.

I am passionate about good quality code, interesting ideas and sophisticated algorithms. I love encountering elegant equations while trying to solve real-life problems.

Shuki Cohen

Data Scientist

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Seasoned Data Scientist with an emphasis on NLP, classical ML, visualization and experimentation.

 

Driven by great passion for the field, I am inspired by unintuitive insights and inferences made by smart algorithms. In my talks, I try to convey my typical spirit and enthusiasm while delivering crisp takeaways.

You can contact us at
oneshotlearningchannel@gmail.com

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