ChatGPT – The Super Assistant Era | BG2 Guest Interview
In this BG2 guest interview, Altimeter Partner Apoorv Agrawal sits down with Nick Turley of OpenAI for a deep dive into how ChatGPT became one of the fastest-growing products in history—and what comes next.
They discuss how OpenAI thinks about retention and product metrics, why long-term engagement matters more than raw growth, and how ChatGPT gets the next billion users. The conversation explores the future of AI assistants: moving beyond chat into proactive agents that can take actions, complete long-horizon tasks, and integrate deeply into users’ daily lives.
Nick also shares how OpenAI balances product improvements with breakthrough research, how GPU constraints shape product decisions, and why building for both power users and everyday consumers is essential to discovering new use cases. The episode covers the evolution of ChatGPT pricing, the role of partnerships and distribution, and how OpenAI is thinking about scaling access to AI globally.
A must-watch discussion for builders, operators, and investors trying to understand the next phase of AI—from chatbots to true “super assistants.”
Timestamps:
(00:00) Intro
(01:00) Nick Turley’s Journey to OpenAI
(02:15) ChatGPT’s North Star: Long-Term Retention
(04:15) Why ChatGPT’s Retention Curve “Smiles”
(06:45) What Drove ChatGPT’s Consumer Breakout
(10:15) How OpenAI Gets the Next Billion Users
(14:15) When ChatGPT Starts Taking Actions
(18:15) Why Coding Agents Came First
(21:00) Beyond Chatbots: The Super Assistant Vision
(24:00) Power Users vs. Casual Users
(28:00) Why ChatGPT Pricing Has to Change
(33:45) Partnerships, Distribution, and Product Tradeoffs
(37:15) GPUs, Scarcity, and the Cost of Scaling AI
(41:30) Shopping, ChatGPT as a Thought Partner, and Code Red
(51:45) OpenAI’s Future Interface, Rapid Fire, AI Jobs, and Nick’s AGI Moments
Produced by Dan Shevchuk
Music by Yung Spielberg
Available on Apple, Spotify, www.bg2pod.com
Follow:
Apoorv Agrawal @apoorv03 https://x.com/apoorv03
BG2 Pod @bg2pod https://x.com/BG2Pod
ChatGPT chief Nick Turley doesn't want you too attached to AI
This is Alex Heath, your Thursday episode guest host and deputy editor at The Verge. Today, I’m talking to a very special guest: Nick Turley, OpenAI’s head of ChatGPT.
While Sam Altman is definitely the public face of OpenAI, Nick has been leading ChatGPT’s development since the very beginning, and it’s now the fastest-growing software product of all time with more than 700 million weekly users. So, Nick and I talk about the backlash against OpenAI’s removal of its GPT-4o model, the future of ChatGPT itself, solving hallucinations, and why he thinks it eventually won’t look like a chatbot at all.
Read the full transcript on The Verge.
Links:
ChatGPT won’t remove old models without warning after GPT-5 backlash | Verge
ChatGPT is bringing back 4o as an option because people missed it | Verge
GPT-5 is being released to all ChatGPT users | Verge
The 6 biggest changes coming to ChatGPT | Verge
ChatGPT has 20 million paying subscribers | Verge
Elon Musk says he’s suing Apple for rigging App Store rankings | Verge
OpenAI’s ChatGPT to hit 700 million weekly users | CNBC
Chatbots can go into a delusional spiral. Here’s how it happens | NYT
ChatGPT gave instructions for murder, self-mutilation, and devil worship | The Atlantic
‘I feel like I’m going crazy’: ChatGPT fuels delusional spirals | WSJ
Credits:
Decoder is a production of The Verge and part of the Vox Media Podcast Network.
Our producers are Kate Cox and Nick Statt. This episode was edited by Xander Adams.
The Decoder music is by Breakmaster Cylinder.
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Inside ChatGPT: The fastest-growing product in history | Nick Turley (Head of ChatGPT at OpenAI)
Nick Turley is Head of ChatGPT, the fastest-growing product in history, with 700 million weekly active users (10% of the world’s population). He was part of the original hackathon team that shipped ChatGPT in just 10 days, helped it grow from zero to billions in revenue, and leads product for what may be the most consequential product of our time. We recorded this the day before GPT-5 launched.
We discuss:
1. The 10-day sprint from deciding to ship ChatGPT to Sam Altman’s tweet (and why it was originally called “Chat with GPT-3.5”)
2. How they ran a willingness-to-pay Van Westendorp survey in their Discord to decide on the $20/month price point that everyone copied
3. The “Is it maximally accelerated?” philosophy that drives OpenAI’s insane shipping velocity
4. Why ChatGPT’s retention curve “smiles”—users leave, then come back months later using it more
5. The accidental decisions that changed history, including not having a waitlist
6. The impact ChatGPT will have on SEO and product growth
7. The counterintuitive reason why shipping unpolished AI features beats waiting for perfection
8. Why ChatGPT intentionally shipped with that “ugly” model-chooser dropdown
9. How TikTok comments became a primary user research channel early on
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Transcript: https://www.lennysnewsletter.com/p/inside-chatgpt-nick-turley
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My biggest takeaways (for paid newsletter subscribers): https://www.lennysnewsletter.com/i/170411252/my-biggest-takeaways-from-this-conversation
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Where to find Nick Turley
• X: https://x.com/nickaturley
• LinkedIn: https://www.linkedin.com/in/nicholasturley/
• Website: https://nickturley.com/
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Where to find Lenny:
• Newsletter: https://www.lennysnewsletter.com
• X: https://twitter.com/lennysan
• LinkedIn: https://www.linkedin.com/in/lennyrachitsky/
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In this episode, we cover:
(00:00) Introduction to Nick Turley
(04:52) GPT-5 launch
(09:13) The vision for ChatGPT and AI assistants
(13:52) The early days of ChatGPT
(17:14) The success and impact of ChatGPT
(20:44) Product development and iteration
(23:11) Maximally accelerated: the OpenAI approach
(26:17) Retention and user engagement
(33:42) The future of chat interfaces
(36:31) The evolution of ChatGPT
(38:52) Subscription model and pricing strategies
(42:10) Enterprise adoption and challenges
(44:10) Balancing multiple product lines
(52:13) Emergent use cases and user feedback
(01:02:15) OpenAI’s unique product development approach
(01:05:07) The importance of team composition
(01:08:50) Balancing speed and quality in AI development
(01:14:23) The role of evals in product development
(01:16:13) The future of AI-driven content and GPTs
(01:21:51) Philosophy and product leadership
(01:23:47) Career journey and advice
(01:27:49) Lightning round and final thoughts
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References: https://www.lennysnewsletter.com/p/inside-chatgpt-nick-turley
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Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com.
Lenny may be an investor in the companies discussed.
To hear more, visit www.lennysnewsletter.com
Crypto Congress + HBD ChatGPT + What Social Media Platform Should I Be On?
This week, we explore how the 2024 election paved the way for a new crypto-friendly Congress and what that means for the future of crypto. Then, for ChatGPT’s second birthday, Nick Turley, ChatGPT head of product at OpenAI, stops by to tell us where it goes from here and share some of his favorite chatbot hacks. Finally, a listener emailed us last week asking what social network he should be using in 2024. We’ll share our thoughts on which text-based platforms are the least annoying.
One more thing: We want to learn more about you, our listeners. It will help us make a better show. We would appreciate it if you filled out a quick survey: nytimes.com/hardforksurvey. Thank you.
Guest:
Nick Turley, ChatGPT head of product at OpenAI
Additional Reading:
Crypto Industry Lobbies Trump and His Allies After Election Wins
How Crypto Enthusiasts Hijacked a Dog Mayor Competition
OpenAI Folds A.I.-Powered Search Engine Into ChatGPT
Bluesky Adds One Million New Users After Election
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