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This work develops a framework to train competences in five dimensions for AI architects: problem solving, risk management, building solutions to requisites, monads, and AI specialist chunks of knowledge. Through this framework the AI researcher is better equipped to face the challenges to train machines that learn from data in a generality of problem domains.

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Train AI Architects Skills – Integrating the Talent of People and Machines to Go Further in Applying JIDOKA and YOKOTEN in Operations

  • 会议论文

  • 发表日期：

    2025年

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  • José Costas,
  • Rafael Pastor,
  • Carlos García-Castellano Gerbolés,
  • Raúl Pino

摘要

This work develops a framework to train competences in five dimensions for AI architects: problem solving, risk management, building solutions to requisites, monads, and AI specialist chunks of knowledge. Through this framework the AI researcher is better equipped to face the challenges to train machines that learn from data in a generality of problem domains.