What LLM Chatbots Are

How LLM chatbots work, how they differ, and why the gap between consumer and enterprise matters

Most people in business roles use LLM chatbots daily but have a surface-level understanding of what they are. This module closes that gap, not with theory, but with the mechanical facts that explain the behaviour you've already observed.

An Intro to LLM Chatbots
  • ~50 mins
  • 3 lessons
  • foundation
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  • Explain what an LLM is doing mechanically when it generates a response, in terms useful for a business audience
  • Distinguish between the model, the product, and the interface, and why the same model can produce very different results in different products
  • Describe the key differences between consumer products and enterprise deployments
  • Identify the capabilities and limits that are consistent across all LLM chatbots regardless of vendor
1 What's Happening Inside the Response 25 mins
2 Model, Product, Interface 25 mins
3 Consumer vs. Enterprise 25 mins