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What if you could explain ChatGPT using only a dog, some audiobooks, and a stick? Joey Yudelson joins Sam and Shifra to break down how large language models actually work, no PhD required. From next-word prediction to reinforcement learning, this one will make you feel like you actually get it.
We talk about:
- How LLMs learn to "speak human" by predicting the next word
- What reinforcement learning actually does (and why your model needs a stick sometimes)
- Why RLHF is basically dog training at a bazillion scale
- Spurious correlations and how models learn the wrong lessons
- What it really means when an AI "has a persona"
Follow Saturdata, your favorite weekend data podcast:
Spotify: https://open.spotify.com/show/5QolhKm1jDZzVuHO0S9ZBo?si=910efb23833f4fc1
LinkedIn: https://www.linkedin.com/company/saturdata
Instagram: @SaturdataPod
#Saturdata #MachineLearning #ChatGPT #LLM
By Saturdata PodcastWhat if you could explain ChatGPT using only a dog, some audiobooks, and a stick? Joey Yudelson joins Sam and Shifra to break down how large language models actually work, no PhD required. From next-word prediction to reinforcement learning, this one will make you feel like you actually get it.
We talk about:
- How LLMs learn to "speak human" by predicting the next word
- What reinforcement learning actually does (and why your model needs a stick sometimes)
- Why RLHF is basically dog training at a bazillion scale
- Spurious correlations and how models learn the wrong lessons
- What it really means when an AI "has a persona"
Follow Saturdata, your favorite weekend data podcast:
Spotify: https://open.spotify.com/show/5QolhKm1jDZzVuHO0S9ZBo?si=910efb23833f4fc1
LinkedIn: https://www.linkedin.com/company/saturdata
Instagram: @SaturdataPod
#Saturdata #MachineLearning #ChatGPT #LLM