Future of Artificial Intelligence

The chapter explores the future of artificial intelligence, contrasting narrow AI with artificial general intelligence (AGI), and discusses emerging trends such as explainable AI, edge AI, and automated machine learning. It outlines various career paths and research areas in AI, emphasizing the transformative potential of AI technologies and the importance of ethical considerations. It concludes by highlighting the need for adaptability in a rapidly evolving field.

Sections

  • 15

    Future Of Artificial Intelligence

    This section explores the future of artificial intelligence, contrasting AGI with narrow AI, presenting emerging trends, and outlining career opportunities in AI.

  • 15.1

    Agi Vs Narrow Ai

    This section contrasts Narrow AI, which excels in specific tasks, with the broader ambitions of Artificial General Intelligence (AGI) aimed at human-like cognitive capabilities.

  • 15.1.1

    Narrow Ai

    Narrow AI, also called Weak AI, refers to AI systems specifically designed for particular tasks, lacking general understanding.

  • 15.1.2

    Artificial General Intelligence (Agi)

    AGI seeks to create machines with human-like intelligence, capable of performing any cognitive task.

  • 15.2

    Ai Trends

    This section explores significant trends in AI, including Explainable AI, Edge AI, and Automated Machine Learning.

  • 15.2.1

    Explainable Ai (Xai)

    Explainable AI (XAI) focuses on making AI decisions transparent and understandable, ensuring trust and accountability.

  • 15.2.2

    Edge Ai

    Edge AI refers to conducting AI computations locally on devices instead of relying on cloud servers, leading to benefits such as reduced latency and enhanced privacy.

  • 15.2.3

    Automated Machine Learning (Automl)

    Automated Machine Learning (AutoML) refers to tools and frameworks that streamline the process of designing, selecting, and tuning machine learning models to facilitate easier AI development.

  • 15.3

    Career Paths And Research Areas

    This section discusses various career paths and research areas within the AI field.

  • 15.3.1

    Career Paths

    This section outlines various career paths and research areas within the field of Artificial Intelligence.

  • 15.3.2

    Research Areas

    This section outlines key research areas within artificial intelligence, essential for driving future development and career paths in the field.

Class Notes

Memorization

What we have learnt

  • Narrow AI is specialized fo...
  • Key trends in AI include ex...
  • Career opportunities in AI ...

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