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AIGP · Question #34

An autonomous vehicle maker deploys an AI system whereby the car is equipped with AI that makes decisions locally, without calling in to the AI's central server. - The AI is capable of making…

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AI Models and Data

Question

An autonomous vehicle maker deploys an AI system whereby the car is equipped with AI that makes decisions locally, without calling in to the AI’s central server.

  • The AI is capable of making decisions without waiting for a response

from a remote system.

  • The AI can continue to function if it temporarily loses its

connection to the central server, such as driving through tunnels or areas where its signal is lost.

  • The AI can periodically receive updates to its model from its central

server.

  • A subset of anonymized data can be used to train the manufacturer’s

AI model, depending on user privacy settings. The manufacturer has deployed the AI using:

Options

  • AA cloud model.
  • BAn edge model.
  • CA federated model.
  • DA multimodal model.

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Topics

#edge computing#local inference#AI deployment#federated learning
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