Hype Cycle for Artificial Intelligence, 2017


Published: 24 July 2017 ID: G00314732

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Summary

A "virtuous cycle" for a new generation of artificial intelligence builds along several critical market dimensions. The risk of ignoring potentially transformational AI exceeds the mitigated risk of fast, early failure.

Table of Contents

  • Analysis
    • What You Need to Know
    • The Hype Cycle
    • The Priority Matrix
    • Off the Hype Cycle
    • On the Rise
      • Human-in-the-Loop Crowdsourcing
      • AI-Related C&SI Services
      • Artificial General Intelligence
      • Algorithm Marketplaces
      • Artificial Intelligence for IT Operations (AIOps) Platforms
      • Deep Reinforcement Learning
      • Neuromorphic Hardware
      • Natural-Language Generation
      • Bots
      • Conversational User Interfaces
      • Digital Ethics
    • At the Peak
      • Deep Neural Network ASICs
      • Level 3 Vehicle Autonomy
      • Smart Robots
      • Graph Analytics
      • Prescriptive Analytics
      • Virtual Assistants
      • Deep Learning
      • Machine Learning
      • NLP
      • Autonomous Vehicles
      • Intelligent Apps
      • Cognitive Computing
      • Computer Vision
      • Level 4 Vehicle Autonomy
      • Commercial UAVs (Drones)
      • Predictive Analytics
    • Sliding Into the Trough
      • FPGA Accelerator
      • Cognitive Expert Advisors
      • Learning BPO
      • Consumer Smart Appliances
      • Virtual Customer Assistants
      • Augmented Reality
      • Knowledge Management Tools
    • Climbing the Slope
      • GPU Accelerator
      • Virtual Reality
      • Ensemble Learning
    • Entering the Plateau
      • Speech Recognition
    • Appendixes
      • Hype Cycle Phases, Benefit Ratings and Maturity Levels
  • Gartner Recommended Reading
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