Part 8/12:

Kumar emphasized that innovation often arises from adversity. He narrated how initial failures in AI-based inspection prompted a paradigm shift—moving from reliance on black-box models to developing explainable, human-understandable AI systems. This transition involved rigorous, persistent effort over two and a half years, leading to the creation of proprietary algorithms and patent-pending technologies.

He advocated for India-specific AI development, cautioning against merely adopting foreign solutions without adaptation. Kumar called upon developers and researchers to focus on creating indigenous AI that addresses local challenges, dangers of over-reliance on Western models, and the potential for disruptive economic impact, especially considering China's advancements in similar fields.