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Practical GenAI and LLM with Tim Rohrbaugh

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Manage episode 448930777 series 2932664
Indhold leveret af Allan Alford. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Allan Alford eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

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!

  continue reading

202 episoder

Artwork
iconDel
 
Manage episode 448930777 series 2932664
Indhold leveret af Allan Alford. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Allan Alford eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

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!

  continue reading

202 episoder

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