Practical GenAI and LLM with Tim Rohrbaugh


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Nov 07 2024 45 mins   15

In this episode Allan and Drew consult Tim Rohrbaugh, who has done quite a lot of research and work on the practical applications, deployment, use cases and limits of GenAI and LLM.


  • Flavors and incarnations of AI - GenAI, Expert Systems, ML...

  • Biomimicry and Allan's weird sea cucumber references

  • Practical LLM deployment - Tim's maxims

  • Offline or online? Open or proprietary models?

  • Precision, accuracy, asking the right questions in the first place

  • Your smartest employee as your limiting factor

  • Probabilistic vs. deterministic outcomes

  • Hallucinations - not necessarily a negative term

  • How long before we get the person out of the loop?

  • The actual skills required to be a "GenAI engineer"

  • Getting started at home - hardware and models

  • Fabric AI and patterns


It's a great show and you will most definitely learn a lot! Thank you Tim, thank you, listeners! Y'all be good now!