Introduction to Responsible AI: Implement Ethical AI Using Python

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

A. Manure et al.Introduction to Responsible AIhttps://doi.org/10.1007/978-1-4842-9982-1_5

5. Robustness and Reliability

Avinash Manure¹  , Shaleen Bengani² and Saravanan S³

(1)

Bangalore, Karnataka, India

(2)

Kolkata, West Bengal, India

(3)

Chennai, Tamil Nadu, India

 

While much of the excitement around artificial intelligence (AI) focuses on achieving high accuracy and impressive performance, the importance of robustness and reliability often gets overlooked. These foundational elements serve as the bedrock upon which truly effective and safe AI systems are built. In a world increasingly dependent on automated decision making, the robustness of an AI model—its ...