Mahesh Yadav
Free Lesson

Turn the AI Stack Into PM Decisions

45 min
Sep 18, 2026 12:00 PM

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What you'll learn

Map the AI Stack to PM Decisions

Connect chips, frameworks, MLOps, and models to the exact call each layer forces you to make.

See Why Inference Cost Kills Features

Learn why inference cost, not training cost, is what actually kills AI features post-launch.

Know When a Small Model Wins

Evaluate when a smaller, specialized model beats a frontier LLM for your exact use case.

Take Home an AI Stack Cheat Sheet

Walk away with a one-page cheat sheet for scoping technical conversations with engineers.

Why this topic matters

Every AI roadmap decision - what ships, what gets cut, what it costs, traces back to a layer of the stack most PMs never learn to read. This session maps chips, frameworks, MLOps, and models to the specific product calls each one forces, so you can hold your own in the technical conversation instead of nodding along.

You'll learn from

Mahesh Yadav

Mahesh Yadav

Ex AI Product Lead - Google l Meta l Microsoft l AWS | 10k+ Alums

GenAI Leader
Google
Amazon Web Services
Microsoft
Meta
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