AI Capabilities And Limitations
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{lesson} 02AI Capabilities And Limitations

Study Notes

wab

wab — yIlaD.

{study notes}
  • {Generative AI} - QaPla' 'e' cha'nob. Transformer-based {text models} - wa' {token} pagh wa' cha'nob.
  • {Classification} je {Prediction} AI - Qapla' 'e' pagh. {Spam filters}, {recommendations}, {fraud detection} - Qapla' 'e' pagh 'oH.
  • LoQ Duj - Cha' wa'DIch: {Next Token Prediction}, {Knowledge}, {Working Memory}, {Steerability}. Loq Duj pagh loq pagh.
  • {Next Token Prediction} - nuq 'oH pong? Summarize, reformat, explain - QaPla'. Novel territory - pagh.
  • {Knowledge} - nuq 'oH Qapla' 'e' yaj? Mainstream topics, popular languages - QaPla'. Rare, post-cutoff, niche - pagh.
  • {Working Memory} - nuq 'oH Qapla' 'e' legh? Short session, relevant context - QaPla'. Long documents, cross-session - pagh.
  • {Steerability} - nuq 'oH jIH control? Short, concrete instructions - QaPla'. Long reasoning, abstract - pagh.
  • Calibrated trust - Loq Duj wa'DIch - wa'DIch pagh wa'DIch. Task 'e' locate. Wholesale trust - pagh.
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