target audience: TECH BUYER  Publication date: Nov 2023 - Document type: IDC TechScape - Doc  Document number: # US51329523

IDC TechScape: Worldwide Generative Artificial Intelligence Technology, 2023

By: 

  • Ritu Jyoti
  • David Schubmehl
  • Michele Rosen
  • Ashish Nadkarni
  • Jevin Jensen
  • Michelle Abraham
  • Nancy Gohring
  • Snow Tempest
  • Vijay Bhagavath
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Table of Contents


  • IDC TechScape Figure

    • Figure: IDC TechScape: Worldwide Generative Artificial Intelligence Technology, 2023

  • In This Study

  • Technology Markers of Momentum

    • Table: IDC TechScape Technology Markers of Momentum — Generative Artificial Intelligence Technology, 2023

    • Transformational

    • Artificial General Intelligence (Currently Speculative)

    • Figure: Artificial General Intelligence (Currently Speculative) Markers of Momentum

    • Simulation

    • Figure: Simulation Markers of Momentum

    • Synthetic Data

    • Figure: Synthetic Data Markers of Momentum

    • AI Coding Assistants

    • Figure: AI Coding Assistants Markers of Momentum

    • Automated Software Quality

    • Figure: Automated Software Quality Markers of Momentum

    • Domain-Specific Large Language Models

    • Figure: Domain-Specific Large Language Models Markers of Momentum

    • Multimodal Foundation Models

    • Figure: Multimodal Foundation Models Markers of Momentum

    • Open Source Foundation Models

    • Figure: Open Source Foundation Models Markers of Momentum

    • Closed Foundation Models

    • Figure: Closed Foundation Models Markers of Momentum

    • Performance-Intensive Computing as a Service

    • Figure: Performance-Intensive Computing as a Service Markers of Momentum

    • Incremental

    • Digital Watermarking and Content Safety

    • Figure: Digital Watermarking and Content Safety Markers of Momentum

    • Parameter-Efficient Fine-Tuning

    • Figure: Parameter-Efficient Fine-Tuning Markers of Momentum

    • Intelligent FinOps

    • Figure: Intelligent FinOps Markers of Momentum

    • LLM Pruning

    • Figure: LLM Pruning Markers of Momentum

    • LLMOps

    • Figure: LLMOps Markers of Momentum

    • AI Network Fabrics

    • Figure: AI Network Fabrics Markers of Momentum

    • ITSM and Observability

    • Figure: ITSM and Observability Markers of Momentum

    • LLM Orchestration and Data

    • Figure: LLM Orchestration and Data Markers of Momentum

    • Natural Language Processing and Generation

    • Figure: Natural Language Processing and Generation Markers of Momentum

    • Reinforcement Learning Over Human Feedback

    • Figure: Reinforcement Learning Over Human Feedback Markers of Momentum

    • Federated Machine Learning

    • Figure: Federated Machine Learning Markers of Momentum

    • Prompt Engineering

    • Figure: Prompt Engineering Markers of Momentum

    • Conversational AI

    • Figure: Conversational AI Markers of Momentum

    • Opportunistic

    • Full Task Fine-Tuning

    • Figure: Full Task Fine-Tuning Markers of Momentum

    • Few-Shot Learning

    • Figure: Few-Shot Learning Markers of Momentum

    • Speech Recognition

    • Figure: Speech Recognition Markers of Momentum

    • Computer Vision Intelligence

    • Figure: Computer Vision Intelligence Markers of Momentum

    • Performance-Intensive Computing

    • Figure: Performance-Intensive Computing Markers of Momentum

    • Adversarial Robustness

    • Figure: Adversarial Robustness Markers of Momentum

    • Retrieval Augmented Generation

    • Figure: Retrieval Augmented Generation Markers of Momentum

  • Technology Adoption Outlook

  • IDC TechScape Methodology

    • IDC TechScape Categories and Definitions: Transformational, Incremental, and Opportunistic

  • Learn More

    • Related Research

    • Synopsis