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📈Aakash Gupta
July 22, 2026
Product Updates

AI PM technical interview full guide

Overview

Check out the conversation on Apple, Spotify and YouTube. Introduction (0:00) Aakash: So what questions are you actually asked in the AI PM technical interview rounds at top companies like OpenAI, Anthropic, Google, and Meta? The fastest way to end a PM interview is to freeze on one question.

Key Takeaways

  • Prasad Reddy and Aakash Gupta break down the five technical concepts AI PM interviews test, with live demos and real mock interview answers.
  • These are the key concepts in nailing AI PM interviews.

    Where these five concepts came from (1:12) Aakash: One of our cohort members interviewed at NVIDIA and Glean and said she was asked these types of questions.

  • The much better way to talk about it is, here's the model, here's the call, and here's how I'd route it.
  • We'll cover skills and agent capability.
  • It's not really retrieval, it's just a probability.

Stats & Key Facts

  • #Introduction (0:00) Aakash: So what questions are you actually asked in the AI PM technical interview rounds at top companies like OpenAI, Anthropic, Google, and Meta?
  • #Introduction (0:00) Aakash: So what questions are you actually asked in the AI PM technical interview rounds at top companies like OpenAI, Anthropic, Google, and Meta?

Prasad Reddy and Aakash Gupta break down the five technical concepts AI PM interviews test, with live demos and real mock interview answers. Check out the conversation on Apple , Spotify and YouTube . Introduction (0:00) Aakash: So what questions are you actually asked in the AI PM technical interview rounds at top companies like OpenAI, Anthropic, Google, and Meta?

The fastest way to end a PM interview is to freeze on one question. Do you use an LLM or an ML model? Meet Prasad Reddy, former CPO at L-Nutra, senior director at Danaher, and someone who has coached over 150 PMs over the last 12 months in the job search.

Almost all PMs know how to use ChatGPT and Claude Code, but none of them understand how this works underneath. Understanding these technical concepts is the key to nailing your AI PM interviews. Most people think an agent is just a prompt, because they've been trained by custom GPTs.

For more details please read the original article at Aakash Gupta.

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Originally published by Aakash Gupta
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