Understand

Tech and AI: 6. What is AI?

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Jul 7, 2023
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INSIGHT

AI Has Long History But Chatbots Sparked Public Interest

  • AI has been around for decades but only recently became widely noticed due to chatbots like ChatGPT making interactions feel human.
  • The public focus shifted because conversational AIs revealed capabilities that were previously hidden behind the scenes.
INSIGHT

Machine Learning Learns From Labelled Examples

  • Machine learning trains systems by example rather than explicit rules, using labelled data like 'cat' or 'not cat'.
  • Systems build internal connections from thousands of examples until they reliably distinguish categories.
INSIGHT

Deep Networks Trade Performance For Explainability

  • Deep neural networks are often a black box that’s hard to interpret, which worries uses in sensitive fields like medicine.
  • Doctors need explainability because human clinicians can justify decisions, but deep networks' internal wiring is opaque.
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