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In this episode of AI’s Happy Hour, our host & CMO Sujit Janardanan sits down with Praveen Pankajakshan, Chief AI Scientist at UrbanKisan, for a deep, thoughtful conversation on the foundations and future of AI.

From medical research and energy systems to agriculture and physical AI, Praveen shares how first principles, reproducibility, and grounded engineering shape real-world AI systems.

We explore:

Why reproducibility is non-negotiable in science and AI
The limitations of today’s generative models
What it takes to build sovereign AI systems
Moving AI from the cloud into farms and physical environments
Using Technology Readiness Levels (TRLs) to build better teams
A powerful surfing analogy for deploying AI responsibly

This episode is a must-listen for AI practitioners who believe the future isn’t just smarter models, but wiser systems.

Tune in now and follow AI’s Happy Hour for more real conversations shaping the AI future.