ChatGPT Curious

Ep. 1: What You Actually Need to Know About ChatGPT


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In this episode of ChatGPT Curious, I lay the groundwork for understanding what ChatGPT actually is, without getting too lost in the weeds. I break down key terms like LLM and parameters, explain how the model was trained (hint: lots of math), why it sometimes spits out wrong info, and what all of this means for how you use it. I also touch on the environmental cost, what the free vs. paid versions can actually do, and how to think critically about its outputs. If you've ever felt a little confused, a little curious, or both, this one's for you.

Main Topics Covered
  • Why it’s worth understanding the foundation of ChatGPT
  • What is ChatGPT?
  • Brief history of OpenAI and the development of GPT
  • What GPT actually stands for and what changed with each version
  • What “parameters” are and how they shape the model’s responses
  • How language is turned into numbers via tokens
  • What happens during training
  • Human involvement in model training via RLHF (reinforcement learning with human feedback)
  • Probabilistic vs deterministic systems and what that means for output accuracy
  • The environmental cost of “compute” and an analogy for mindful use
  • What the free version can do (and can’t), including search, uploads, and voice
  • What the paid version offers
  • What ChatGPT is not
  • What to watch out for
  • Real-life use case: Trying to fix a bike derailleur using ChatGPT
  • Links & Resources for This Episode
    • Try the Tokenizer
    • Try out the Free version of ChatGPT
    • Subscribe to the ChatGPT Curious Newsletter
    • Submit a Question
    • Visit the Website
    • Feeling curious AND generous?  Click here to support the podcast.
    • ...more
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      ChatGPT CuriousBy Dr. Shanté Cofield aka The Maestro

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