Becoming an AI PM | Aman Khan (Arize AI, ex-Spotify, Apple, Cruise)

Aman Khan is Director of Product at Arize AI, an observability company for AI engineers at companies like Uber, Instacart, and Discord. Previously he was an AI Product Manager at Spotify on the ML Platform team, enabling hundreds of engineers to build and ship products across the company. He has also led and worked on products at Cruise, Zipline, and Apple. In our conversation, we discuss:
• What is an “AI product manager”?
• How to break into AI PM
• What separates top 5% AI PMs
• How to thrive as an individual-contributor PM
• Common pitfalls to avoid when building AI products
• The importance of energy and curiosity in product roles
• Much more

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Find the transcript at: https://www.lennysnewsletter.com/p/be...

Where to find Aman Khan:
• X: https://x.com/_amankhan
• LinkedIn:   / amanberkeley  
• Website: https://amanalikhan.com/

Where to find Lenny:
• Newsletter: https://www.lennysnewsletter.com
• X:   / lennysan  
• LinkedIn:   / lennyrachitsky  

In this episode, we cover:
(00:00) Aman’s background
(06:16) Understanding AI product management roles
(13:29) Getting started as an AI product manager
(18:14) Building a portfolio and standing out
(22:31) Why product management is not dead
(28:56) How to thrive as an AI product manager
(35:42) Finding good ideas that are AI-oriented
(39:27) Be careful not to automate away every customer experience
(42:53) What separates top 5% AI PMs
(46:55) Key habits for long-term IC success
(52:48) The importance of energy in meetings
(57:00) Wandering vs. waiting
(01:01:41) Amplifying signal through AI tools
(01:03:18) Just have fun
(01:05:36) Lightning round

Referenced:
• AI Resources and Tools for PMs (Updated Oct 2024): https://open.substack.com/pub/amankha...
• Unlocking the AI PM Dream: Your Roadmap to Success: https://amankhan1.substack.com/p/unlo...
• Arize: https://arize.com/
• Ryzen: https://www.amd.com/en/products/proce...
• NotebookLM: https://notebooklm.google/
• Figma: https://www.figma.com/
• Cursor: https://www.cursor.com/
• Replit: https://replit.com/
• Excalidraw: https://excalidraw.com/
• Vercel: https://vercel.com/
• v0: https://v0.dev/
• How Airbnb Proved That Storytelling Is the Most Important Skill in Design: https://www.inc.com/yazin-akkawi/the-...
• Brian Chesky’s new playbook: https://www.lennysnewsletter.com/p/br...
• Midjourney: https://www.midjourney.com/
• Dall-E: https://openai.com/index/dall-e-3/
• Introducing the Realtime API: https://openai.com/index/introducing-...
• Intro to Large Language Models | Andrej Karpathy:    • [1hr Talk] Intro to Large Language Models  
• Watch Me Build an App in 60 Minutes With o1 and Cursor:    • Watch Me Build an App in 60 Minutes With O...  
• Greg Isenberg on LinkedIn:   / gisenberg  
• Vision, conviction, and hype: How to build 0 to 1 inside a company | Mihika Kapoor (Product at Figma): https://www.lennysnewsletter.com/p/vi...
• Spotify: https://open.spotify.com/
• Instacart: https://www.instacart.com/
• How to grow a subscription business | Yuriy Timen (Grammarly, Canva, Airtable): https://www.lennysnewsletter.com/p/tr...
• When Identifying the Problem Isn’t Enough: Lessons from Boxed Cake Mix by Ann M. Aly, TechFlow Director of Human Centered Design: https://www.techflow.com/when-identif...
• Waymo: https://waymo.com/
• The Ikea effect: https://thedecisionlab.com/biases/ike...
• Blue Apron: https://www.blueapron.com/
• Unorthodox PM wisdom: Automating user insights, unselling job candidates, logging every decision, more | Kevin Yien (Stripe, Square, Mutiny): https://www.lennysnewsletter.com/p/un...
• LeBron James: https://en.wikipedia.org/wiki/LeBron_...
• The Secrets Behind Lyft’s Dynamic Culture: https://www.forbes.com/sites/marissap...
• Aparna Dhinakaran on LinkedIn:   / aparnadhinakaran  
...References continued at: https://www.lennysnewsletter.com/p/be...

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Lenny may be an investor in the companies discussed.