No Math AI

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No Math AI

Isha Puri and Akash Srivastava

3 episodes

4 months ago

No Math AI is a monthly podcast for the AI community and enthusiasts to better understand how AI research translates into real-world business impact—without the complex equations. Hosted by Dr. Akash Srivastava, Chief Architect at Red Hat AI Innovation, and Isha Puri, AI PhD student at MIT, No Math AI distills critical AI concepts into practical takeaways. Each episode unpacks cutting-edge research and translates it into actionable insights that help practitioners, businesses, and curious minds accelerate their adoption of AI with confidence.

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All content for No Math AI is the property of Isha Puri and Akash Srivastava and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.

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Episodes (3/3)

No Math AI

Inference Time Scaling for Enterprises

In Episode 3 of No Math AI, Red Hat CEO Matt Hicks and CTO Chris Wright join hosts Akash Srivastava and Isha Puri to explore what it really takes to scale large language model inference time scaling in production. From cost concerns and platform orchestration to the launch of llm-d, they break down the transition from static models to dynamic, reasoning-heavy applications and how open source collaboration is making scalable AI a reality for enterprise teams.

4 months ago

9 minutes 23 seconds

No Math AI

Generative Optimization

In this episode of No Math AI, we're joined by Dr. Faez Ahmed, a professor at MIT and leader of the Design Computation and Digital Engineering Lab. He works at the fascinating intersection of generative AI, optimization, and engineering design, where he's redefining how we create everything from bicycles to next-generation aerospace systems. Together, Isha, Akash, and Faez discuss the future of engineering work, harnessing "generative optimization" to automate engineering design, balancing the needs for precision and creativity, and more.

6 months ago

25 minutes 34 seconds

No Math AI

Why Inference-Time Scaling?

Akash and Isha are joined by guest research engineers, Shivchander Sudalairaj, GX Xu, and Kai Xu, to discuss a crucial topic that’s making waves in AI performance: inference-time scaling.

7 months ago

23 minutes 42 seconds