市場調查報告書

減輕AI/ML的風險 - 信賴、倫理性、受管理的AI

Mitigate AI/ML Risks with Trustworthy, Ethical, and Governed AI

出版商 IDC 商品編碼 921019
出版日期 內容資訊 英文 12 Pages
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價格
減輕AI/ML的風險 - 信賴、倫理性、受管理的AI Mitigate AI/ML Risks with Trustworthy, Ethical, and Governed AI
出版日期: 2020年01月10日內容資訊: 英文 12 Pages
簡介

由於數位轉型的迅速增加,AI推上了企業課題的首位。可是隨著成為主流,為了享受永續的競爭上的優勢,組織大規模實現AI/ML,需要構築可靠的倫理性AI。

本報告以AI/ML的商務風險與潛在的商務上的不良影響為對象,提供為建立及展開可靠的倫理性AI的AI管治的組成架構相關的系統性資訊。

執行概述

概況

  • AI管治
  • 倫理性的AI
  • 可靠的AI
  • 檢驗、監視、分析
  • 課責 - 作用、責任
  • 技術供應商/提供案例
  • 產業的學習

對技術買主的建議

參考資料

  • 相關調查
  • 摘要
目錄
Product Code: US45792719

This IDC Perspective covers AI/ML business risks and potential negative business impact if not mitigated appropriately. It provides an AI governance framework for building and deploying trustworthy and ethical AI. The document reviews the foundational elements of trust and accountability. It also includes an overview of the major technology offerings to help build and run fair, explainable, secure, safe, and transparent AI, and it provides actionable guidance to technology buyers to embrace AI while safeguarding exposure to unintended negative outcomes."The rapid rise of digital transformation has pushed AI to the top of the corporate agenda. However, as we accelerate into the mainstream, organizations will need to build trustworthy and ethical AI to realize AI/ML at scale and enjoy sustainable competitive advantage," says Ritu Jyoti, program vice president, Artificial Intelligence Strategies at IDC.

Executive Snapshot

Situation Overview

  • AI Governance
  • Ethical AI
  • Trustworthy AI
    • Fairness
    • Explainability
    • Robustness
      • Safety
      • Security and Privacy
    • Lineage
    • Transparency
  • Validate, Monitor, and Analyze
  • Accountability - Roles and Responsibilities
  • Technology Supplier/Offering Examples
  • Industry Learnings

Advice for the Technology Buyer

Learn More

  • Related Research
  • Synopsis