How to make AI worth your time with Max Mullen

Worklife with Adam Grant39mMay 19, 2026

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AI-Generated Summary

Max Mullen, co-founder of Instacart and early-stage investor, dismantles the AI hype cycle with a rare blend of skepticism and practical optimism. He argues that while the technology is still in its infancy, its real power lies not in replacing humans but in democratizing access to complex tasks—turning anyone into a 'computer programmer' through natural language. The breakthrough moment for him wasn't flashy AI magic, but when an AI assistant drafted a blog post in minutes that would’ve taken hours and cost hundreds. He reveals that AI’s true value emerges not from perfection, but from its ability to handle 80–90% of the work, leaving the final 10%—the human touch—for curation, judgment, and creativity. Mullen’s six-week rule is a game-changer: if AI failed you six weeks ago, try again—because it’s evolved. He insists that expertise isn’t reserved for engineers; it’s just a few hours of consistent play. The most profound insight? AI isn’t a threat to human value—it’s a mirror. The things we’ll never outsource to machines—handmade pottery, empathetic coaching, art with soul—are precisely what make us human. This isn’t about learning to code; it’s about learning to collaborate with a new kind of partner. The episode reframes AI not as a productivity gimmick, but as a relationship. The average person doesn’t need to master it—they just need to start small: rewrite an email, draft a performance review, or build a kid’s website in 20 minutes.

Key Takeaways
1

Try AI every six weeks—what failed before will likely work now due to rapid model improvements.

2

AI expertise is just a few hours of consistent use away; no CS degree required.

3

The best AI use cases involve 80–90% automation, leaving the final 10% for human judgment and creativity.

4

AI can draft a full travel itinerary in minutes, but human validation and booking are still essential.

5

Vibe coding lets non-coders build functional apps in minutes using only natural language.

…and 3 more takeaways available in PodZeus

Chapters
0:00
2 min

The AI Hype Fatigue

Molly Graham opens with the exhaustion many feel toward AI, having been burned by previous tech bubbles like Web3 and crypto. She shares her skepticism and the emotional toll of being pressured to adopt new tools.

2:20
3 min

The Turning Point: From Frustration to Faith

Suddenly I had this robot collaborator. It produced a really solid first draft of a blog post, something that might have taken me hours. It did in minutes.

Highlight
5:30
5 min

Max Mullen: The Practical Visionary

Max Mullen, co-founder of Instacart and early-stage investor, is introduced as a builder, not a hype man. He’s been using AI for years and sees it as a paradigm shift in human-computer interaction.

10:00
5 min

Web3 vs. AI: A Tale of Two Hype Cycles

Max reflects on his experience with Web3 and crypto—fascinating technology, but no real problem it solved for him. He contrasts this with AI, which immediately delivered tangible value in writing and research.

15:00
5 min

The Six-Week Rule: Why You Should Keep Trying

If you tried to do something with AI more than six weeks ago, and it didn't work, forget about that. You have to try it again.

Highlight
High-Impact Quotes
I want to buy pottery that's handmade and I want to meet the person who made it. I want to understand the story behind an artist and why they painted a painting.
Max Mullen38:26
Viral: 88.0
Suddenly I had this robot collaborator. It produced a really solid first draft of a blog post, something that might have taken me hours. It did in minutes.
Molly Graham4:05
Viral: 85.0
The reality is it's somewhere in the 80 or 90 percentile range and you eventually, or someone eventually has to get involved and do the last mile at least today.
Max Mullen18:31
Viral: 82.0
Speakers

Host

Molly Graham

Guest

Max Mullen
Topics Discussed
ai productivity95%human vs ai collaboration94%six-week rule92%ai hype cycle90%natural language interface88%vibe coding85%ai and creativity80%ai in travel planning78%
People & Brands

max mullen

person

12xPositive

molly graham

person

10xPositive

chatgpt

product

8xPositive

instacart

organization

6xNeutral

web3

other

5xNegative

wise

organization

4xPositive

crypto

other

4xNegative

gemini

product

3xNeutral

siri

product

3xNeutral

y combinator

organization

2xNeutral

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