Plan Your Chess Moves:
From 1 to Billions

Peter Deng

GP at Felicis · Former VP Product, OpenAI

2025

The Principle

Think Before You Act

"You have to plan your chess moves out in advance. You have to really think before you act and build systems that were going to let you go sustainably faster."

Strategic thinking precedes tactical execution
Sustainable speed comes from building systems, not rushing
Each decision compounds: small choices shape billion-unit outcomes

Framework

Five Archetypes of Product Managers

Consumer: Obsessed with details, taste, what people use, how they feel
Growth: Data-driven, measurement-obsessed, optimize every funnel
Business/GM: Margins, incentives, marketplace dynamics, business models
Platform: Wired to build tools for builders; overlooked but essential
Research/AI: Half researcher, half engineer; understands models deeply

Peter's insightEveryone has a primary archetype and a secondary. The mix matters. Missing one archetype = blind spots.

The Real Work

Education Will Change More Than You Think

The education shift

As humans have access to infinite information (Google) and now infinite capability (AI), the skill differentiator shifts from memorization and coding to asking the right questions and thinking at higher levels of abstraction.

The brain-rewiring story

At 9 years old, Peter's son built a custom GPT that generates sentences containing every letter of the alphabet. That would be nearly impossible to program. But asking the right question? That's the new literacy.

Calculator didn't stop math, it freed people to do higher-level math
Google made memorization obsolete; AI will make basic coding obsolete
The next skill: how to think at a higher abstraction level?
Co-evolution with technology is already happening (18-month attitude shift)
Curiosity + the ability to ask questions = the differentiator

The Hiring Principle

In 6 Months, They Tell You What to Do

Best investment you can make: hiring the right people
Team composition > individual brilliance
Spikes in different areas = complementary strengths
Spend as much time recruiting as on product strategy
At OpenAI: more proud of the team than the product itself

The gaugeIf in 6 months you're still telling someone what to do, you hired the wrong person. Autonomy and leadership should emerge in 2 quarters.

Contrarian

What Actually Matters vs. What Gets Talked About

✗The product itself is what drives adoptionINSTEAD →✓ Price, ETA, and perception matter more. At Uber, the product was the holistic experience, not the interface.

✗Hiring is about finding smart peopleINSTEAD →✓ Hiring is about building a team of spikes and complementary strengths that lift each other.

✗AGI will solve everything automaticallyINSTEAD →✓ AGI is necessary but not sufficient. Builders still have to channel it into products people love. Hustle is still required.

✗There's one way to be a great PMINSTEAD →✓ Five archetypes exist. Fit the PM to the problem and market. Consumer PM will fail in boring regulated industries.

Based on Peter Deng's episode on Lenny's Podcast. All ideas on this page are from the episode.Watch on YouTube Follow @pxd on X

GO DEEPER IN THE EPISODE

05:41 AI and AGI insights 11:35 The future of education with AI 16:53 The power of language in leadership 21:01 Building iconic products 36:44 Scaling from zero to 100 41:56 Balancing short- and long-term goals 47:12 Creating a healthy tension in teams 50:02 The five archetypes of product managers 55:39 Primary and secondary archetypes 58:47 Hiring for growth mindset and autonomy 01:15:52 Effective management and communication strategies 01:19:23 Presentation advice and self-advocacy 01:25:50 Balancing craft and practicality in product management 01:30:40 The importance of empathy in design thinking 01:35:45 Career decisions and learning opportunities 01:42:05 Lessons from product failures 01:45:42 Lightning round and final thoughts

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