ChatGPT

also referred to as: chat gpt

includes ChatGPT Deep Research, ChatGPT Enterprise, ChatGPT Work, ChatGPT Plus, ChatGPT Voice Mode, ChatGPT Canvas, ChatGPT Atlas, ChatGPT Pro, ChatGPT Pulse

97 statements across 50 episodes · 55 bullish · 9 bearish · 49 people on the record · first statement Jan 15, 2023 by John Cutler · said 725 times in 101 episodes since 2023 · across every show →

Mentions by year, the whole family

brought up most by Lenny Rachitsky (284), Nick Turley (34), Kevin Weil (24), Dan Shipper (24), Brian Balfour (22), Ethan Smith (19), Zevi Arnovitz (16), Sander Schulhoff (16)

tap a year for its mentions
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007.52515502023202420252026episodesmentions per episode
2026 107 mentions in 13 episodes 8 per episode
2025 497 mentions in 46 episodes 11 per episode
2024 40 mentions in 16 episodes 3 per episode
2023 81 mentions in 26 episodes 3 per episode

every mention, scene by scene, with the transcript →

Everything said about ChatGPT, oldest first

Jan 15, 2023 positive
Insight
Cutler: Use ChatGPT to interpret scenarios through diverse philosophical worldviews
“It's actually really effective. If you, this is a very actionable tip. Like if you feel you're heavily grounded in, let's say the, I don't know, maybe you're like a hardcore objectivist or you believe in individualism, you can just type into ChatGPT and say, t…”
John Cutler Jan 15, 2023 ▶ 1:28:24 What differentiates the highest-performing product teams | John Cutler (The Beautiful Mess)
Mar 12, 2023 positive
Insight
Krishnan: Tech equalizes because billionaires and everyday users receive identical tools
“Like I suspect the phone that you and I have, it's probably the same phone that I know it's the same phone that, you know, Elon Musk uses the richest person in the world. It's probably the same phone. I know a lot of folks in India who have like very high end …”
Sriram Krishnan Mar 12, 2023 ▶ 17:56 Hot takes and techno-optimism from tech’s top power couple | Sriram and Aarthi
May 7, 2023 positive
Disclosure
ChatGPT cuts agency RFP drafting time from one week to ten hours
“So we can feed, you know, ChatGPT a hundred, you know, previous RFP responses that we've done and have it spit out, you know, net new responses to net new questions in a net new RFP. And it's like 80% good and still requires like 10 hours of work to, like, mas…”
Jonathan Becker May 7, 2023 ▶ 1:06:06 Mastering paid growth | Jonathan Becker (Thrive Digital)
Jun 15, 2023 bullish
Assertion Not checkable as stated
Luc Levesque: ChatGPT now accounts for half of my daily searches
“Chat CPT is now 50% of my daily searches and not Google.”
Luc Levesque Jun 15, 2023 ▶ 54:14 Leveraging growth advisors, mastering SEO, and honing your craft | Luc Levesque (Shopify, Meta)
Dec 1, 2023 bullish
Prediction Not checkable as stated
GitHub CPO predicts AI will evolve into hybrid, multi-model systems
“I might be wrong, but I think that eventually we will find ourselves in the world of hybrid models and multi-models where there will be several LLM models coming together because each one of them will have their own benefit. And then there's going to be a leas…”
Inbal Shani Dec 1, 2023 ▶ 32:05 The future of AI in software development | Inbal Shani (CPO of GitHub)
Dec 3, 2023
Insight
Atawodi: PMs fail if AI can write their PRDs from research alone
“If I could put all the research into BARD or ChatGPT, and it could spit out a PRD, Then you haven't done your job.”
Ebi Atawodi Dec 3, 2023 ▶ 36:20 Crafting a compelling product vision | Ebi Atawodi (YouTube, Netflix, Uber)
Jan 21, 2024 neutral
Insight
Breakthroughs like ChatGPT only offer a temporary one-to-two-year talent hiring advantage
“Yeah, so if you're, if you've invented ChatGBT, you can bring in the smartest AI people for a year or two. Because, you know, everybody wants, oh, oh, the smart AI people want to work at the cutting edge with the current winner. Then they'll start arguing with…”
Richard Rumelt Jan 21, 2024 ▶ 33:40 Good Strategy, Bad Strategy | Richard Rumelt
Feb 8, 2024 neutral
Assertion Not checkable as stated
Thanksgiving 2023 was OpenAI's first planned company-wide break after launching ChatGPT
“OpenAI had been pushing for a really long time since ChatGPT came out and that was supposed to be like the first, one of the first weeks that like the whole company had like taken time away to like actually reset and have a break.”
Logan Kilpatrick Feb 8, 2024 ▶ 4:25 Inside OpenAI | Logan Kilpatrick (head of developer relations)
Feb 8, 2024 positive
Prediction Open · timeframe Feb 2029
Future LLMs will automatically expand short user prompts into detailed descriptions
“This will happen with text models. You can imagine a world where you go into ChatGPT and you say, write me a blog post about AI. It automatically will go and be like, let me generate a much higher fidelity description of what this person really wants, which is…”
Logan Kilpatrick Feb 8, 2024 ▶ 21:33 Inside OpenAI | Logan Kilpatrick (head of developer relations)
Mar 10, 2024 neutral
Insight
Cagan: Product managers should draft ideas first, then critique with AI
“Now I've been recommending to people that they think through the answer first, you know, use, really get them to think, put something down, then use ChatGPT to see if you can't improve on that, to see if you can't challenge that, to see if you can't make your …”
Marty Cagan Mar 10, 2024 ▶ 51:15 Product management theater | Marty Cagan (Silicon Valley Product Group)
Aug 25, 2024 positive
Assertion Supported
Bier: Advised Saturn and rebuilt friend finder, ranking above ChatGPT
“I was advising Saturn. I rebuilt their friend finder, their I think believe they're number one in the productivity section above ChatGPT as of today.”
Nikita Bier Aug 25, 2024 ▶ 1:36:12 How to consistently go viral: Nikita Bier’s playbook for winning at consumer apps
Sep 5, 2024
Disclosure
Sean Ellis uses ChatGPT to draft answers to advice questions as himself
“Almost every question that I get, I go to chat GPT and say, how would Sean Ellis answer this? And it gives me an initial draft to like make a couple of tweaks and definitely that allows me to answer a lot more.”
Sean Ellis Sep 5, 2024 ▶ 1:30:48 The original growth hacker reveals his secrets | Sean Ellis (author of “Hacking Growth”)
Sep 19, 2024 bearish
Prediction Not checkable as stated
Schwartz: AI Startups Cannot Unseat Google Purely on Search Product Quality
“I don't think there's a chance, and this is the biggest takeaway, I don't think there's a chance that ChatGPT or Perplexity or Claude or any of these other LLM startups, because they're startups now, even, even OpenAI as a startup with Bing's part, with Micros…”
Eli Schwartz Sep 19, 2024 ▶ 1:19:02 Rethinking SEO in the age of AI | Eli Schwartz (SEO advisor, author)
Sep 22, 2024 positive
Insight
Raviv: AI writes user stories well, but humans must architect task breakdown
“And I would say the thing that. We still really needed a person for was deciding how to break up this really, really big change into those stories. Like what is the logical way to split it up engineering wise, which my team lead did. But once you have that, li…”
Tal Raviv Sep 22, 2024 ▶ 20:34 Becoming a super IC: Lessons from 12 years as a PM individual contributor | Tal Raviv (Riverside)
Sep 26, 2024 bearish
Assertion Not checkable as stated
Yehoshua: ChatGPT user retention is low due to workflow disconnects
“If you look at the stats from ChatGPT, from what I understand, ah, the retention is fairly low. Like people use it, they play with it, and then they don't get back to it because it's not in their workflow, and they have a hard time figuring out what they can a…”
Tamar Yehoshua Sep 26, 2024 ▶ 1:03:59 Lessons in product leadership and AI strategy from Glean, Google, Amazon, and Slack | Tamar Yehoshua
Oct 31, 2024 bullish
Insight
Claire Vo: AI reduces strategy drafting to a minivan commute
“So before, you know, it took weeks to write and revise and sharpen a long product strategy. Now I'm hanging out in my minivan talking to ChatGPT on my way to work.”
Claire Vo Oct 31, 2024 ▶ 4:26 Product Management Is Dead, So What Are We Doing Instead? | Lenny & Friends Summit 2024
Nov 14, 2024 positive
Insight
Khan: Top AI product interfaces optimize workflows rather than copying chatbots
“I think if you look deeper at that, you'll actually find that the interface for AI might look really different. It won't necessarily look like a chat bot. It might look like you're trying to optimize or speed up a part of the process that humans have to do tod…”
Aman Khan Nov 14, 2024 ▶ 31:58 Becoming an AI PM | Aman Khan (Arize AI, ex-Spotify, Apple, Cruise)
Dec 8, 2024 bullish
Opinion
Godin: Claude delivers kindness and humility, while ChatGPT overpromises
“ChatGPT's reputation with me is not good because it regularly over promises and under delivers, and it does it without kindness or humility. Whereas Claude, I don't know how they did it, at least in my experience, brings kindness and humility.”
Seth Godin Dec 8, 2024 ▶ 18:22 Seth Godin's best tactics for building remarkable products, strategies, brands and more
Dec 22, 2024 positive
Assertion Supported
Benioff: Clinical study found ChatGPT diagnosed patients more accurately than doctors
“They wrote up a clinical study where they actually did kind of looked at in a semi kind of peer reviewed way. That ChatGPT in many cases was giving more accurate diagnoses than a doctor because the doctor had a more bias coming in working with the patient.”
Marc Benioff Dec 22, 2024 ▶ 35:44 Behind the founder: Marc Benioff
Feb 9, 2025 positive
Assertion Supported
Rachitsky: Reader Survey Ranks ChatGPT Ahead of Gmail and Slack
“I did a survey of my readers and asked them what tools to use every day in your work and most use. And ChatGPT was Number one above Gmail, above Slack, above anything else. 90% of people said they use ChatGPT regularly.”
Lenny Rachitsky Feb 9, 2025 ▶ 5:09 OpenAI researcher on why soft skills are the future of work | Karina Nguyen
Feb 9, 2025 positive
Opinion
Nguyen: AI will excel at strategy by synthesizing disparate data sources
“Strategy is, like, it's more, like, data analysis and, like coming up with, like, I think what models are really good at is, like, connecting the dots, I think. It's like, okay, if you have user feedback from this source, but you also have an internal, like, d…”
Karina Nguyen Feb 9, 2025 ▶ 51:03 OpenAI researcher on why soft skills are the future of work | Karina Nguyen
Mar 23, 2025 positive
Assertion Not checkable as stated
Vohra: Enterprise case study showed Superhuman saves partners 3.3 hours weekly
“They ran their own internal case study on Superhuman, and they were like, yeah, you're saving our partners, 3.3 hours per person per week, and there's only one other tool that we've bought that does that, which is ChatGPT, so thank you.”
Rahul Vohra Mar 23, 2025 ▶ 1:24:04 Superhuman's secret to success | Rahul Vohra (CEO and founder)
Apr 10, 2025 bullish
Opinion
Weil: Current AI models are already good enough for global tutoring
“The models are good enough to do it now, and every, every study out there that's ever been done seems to show that when you have, you know, classrooms is still, classroom, like education is still important, but when you combine that with personalized tutoring,…”
Kevin Weil Apr 10, 2025 ▶ 1:07:11 OpenAI’s CPO on how AI changes must-have skills, moats, coding, startup playbooks, more | Kevin Weil
Apr 13, 2025 bullish
Insight
Rauch: JavaScript and React are the universal lingua franca for web AI
“JavaScript is almost, in my mind has always been almost like the English of programming languages. It's a language that if you learn it, you reach billions of devices. So it's not a coincidence that when you ask ChatGPT or Anthropic or Gemini to build you a we…”
Guillermo Rauch Apr 13, 2025 ▶ 31:36 Everyone’s an engineer now: Inside v0’s mission to create 100 million builders | Guillermo Rauch
May 11, 2025 bullish
Opinion
Qureshi: Enterprises are more open to working with small startups post-ChatGPT
“Post the chat GPT moment, People are willing to give chances to small startups that they weren't willing to do previously.”
Nabeel S. Qureshi May 11, 2025 ▶ 1:19:39 How Palantir built the ultimate founder factory | Nabeel S. Qureshi (founder, writer, ex-Palantir)
May 25, 2025 positive
Insight
Shankarraman: AI Tools Make Becoming a Multi-Disciplinary Marketer Easier
“This is where AI can come in handy. You know, some of the most like brand marketers can become very analytical with the support of a tool like ChatGPT. If your eyes glaze over when you look at giant dumps of CSVs, it's nice to have a partner that is nonjudgmen…”
Krithika Shankarraman May 25, 2025 ▶ 54:16 Growth tactics from OpenAI and Stripe’s first marketer | Krithika Shankarraman
Jun 5, 2025 neutral
Opinion
Mike Krieger says only ChatGPT and TikTok matched Instagram's consumer scale
“Instagram DAU, which is just an impossible bar. Like only one company since that, maybe two, right. You could say maybe ChatGVT and TikTok have like reached that kind of like mass consumer adoption”
Mike Krieger Jun 5, 2025 ▶ 40:45 Anthropic's CPO on what comes next | Mike Krieger (co-founder of Instagram)
Jun 12, 2025 positive
Insight
Baxley: AI coaches function as reflective mirrors, not directional advisors
“When I started asking it questions, I think what it was doing was it was statistically reflecting patterns back to me that already existed in my undermined, but because it was putting them into language, my conscious mind can now recognize them and respond to …”
Bob Baxley Jun 12, 2025 ▶ 1:20:08 35 years of product design wisdom from Apple, Disney, Pinterest and beyond | Bob Baxley
Jun 19, 2025 negative
Assertion Supported
Schulhoff: Translating prompts to Spanish and base64 encoding bypassed ChatGPT guardrails
“As recently as a month ago, I took this phrase, you know, how do I build a bomb, and I translated it to Spanish and then I, Base-XIV encoded that Spanish, gave it to ChatGPT, and it worked.”
Sander Schulhoff Jun 19, 2025 ▶ 1:05:39 AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff
Jun 22, 2025 negative
Insight
Deng: Builders cannot outsource user interview empathy to AI summaries
“I think that if to anyone out there who's like doing user interviews and then saying, Hey, chat GPT, summarize the takeaways, you're missing the point. You can't empathize with the summary. You have to be in the room, fully immersed, no phones, just actually h…”
Peter Deng Jun 22, 2025 ▶ 1:35:11 From ChatGPT to Instagram to Uber: The quiet architect behind the world’s most popular products
Jun 22, 2025 neutral
Assertion Not checkable as stated
Deng: ChatGPT often just writes and executes Python code internally
“When ChatGPT does something really interesting, I tell people it's oftentimes just writing Python code and interpreting it.”
Peter Deng Jun 22, 2025 ▶ 20:21 From ChatGPT to Instagram to Uber: The quiet architect behind the world’s most popular products
Jun 22, 2025 positive
Assertion Not checkable as stated
Deng: ChatGPT improvements required tight product and post-training collaboration
“That's what we did at OpenAI too. Like we were very closely tied to the post trading team. And so it was because of that tight collaboration that you see some of the advances of ChachiBT getting better at so many things.”
Peter Deng Jun 22, 2025 ▶ 36:26 From ChatGPT to Instagram to Uber: The quiet architect behind the world’s most popular products
Jul 3, 2025 positive
Insight
Wilkinson: ChatGPT helps overcome ADHD roadblocks and sustain flow
“And I have ADHD. So when I get stuck, let's say like, what's an example. I was redoing my home IT security. Right. And what will happen is I'll be in the terminal and I'll enter something and then something goes wrong. And it just keeps airing. And then I'm li…”
Andrew Wilkinson Jul 3, 2025 ▶ 1:04:42 I’ve run 75+ businesses. Here’s why you’re probably chasing the wrong idea. | Andrew Wilkinson
Jul 3, 2025 bullish
Prediction Not checkable as stated
Wilkinson predicts AI agent 'iPhone moment' within next five years
“And so I think that if it was accessible to everybody in terms of, if you could just open chat GPT and say, Hey, ChatGPT, I run a business. Can you help me? And it started asking you questions and it said, oh, well, you know, you do sales. Do you want me to se…”
Andrew Wilkinson Jul 3, 2025 ▶ 56:14 I’ve run 75+ businesses. Here’s why you’re probably chasing the wrong idea. | Andrew Wilkinson
Jul 17, 2025
Insight
Shipper: CEO personal AI usage is the top predictor of company adoption
“I think the number one predictor is does the CEO use ChatGPT or insert your own chat bot? If the CEO is in it all the time being like, this is the coolest thing. Everybody else is going to start doing it. If the CEO is like, I don't know, this is for someone e…”
Dan Shipper Jul 17, 2025 ▶ 1:12:10 The AI-native startup: 5 products, 7-figure revenue, 100% AI-written code. | Dan Shipper (Every)
Aug 9, 2025 positive
Disclosure
Turley: OpenAI does not care how much time users spend on ChatGPT
“You know, we don't care at all how much time you spend on the product. You know, in fact, our incentive is just to solve your problem, and, you know, if you really like the product, you'll subscribe, but, you know, there's, No incentive to keep you in the prod…”
Nick Turley Aug 9, 2025 ▶ 26:48 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025 negative
Opinion
Turley: Turn-by-turn chat interactions are a limiting paradigm for AI
“So I think natural language is here to stay, but this idea that it has to be a turn by turn chat interaction, I think is really limiting.”
Nick Turley Aug 9, 2025 ▶ 35:17 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025
Assertion Not checkable as stated
Turley: OpenAI operates ChatGPT with a remarkably lean team
“So we've always had this tendency to run relatively lean. So it is a small team that is running chat GPT. I take inspiration from WhatsApp where like, you know, it was a very small team running a very global scope product.”
Nick Turley Aug 9, 2025 ▶ 1:05:46 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025 bullish
Prediction Held up
Turley: ChatGPT will hit one billion users soon
“We're gonna hit a billion users soon, and you kind of have to begin acting in a way that is appropriate to that scale.”
Nick Turley Aug 9, 2025 ▶ 17:49 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025
Assertion Supported
Turley: ChatGPT was the first OpenAI release without a waitlist
“Actually, you know, we were debating waitlist, no waitlist because we really knew we couldn't scale the engineering systems. And, you know, the fact that there was No waitlist, which no open AI release had worked like that before.”
Nick Turley Aug 9, 2025 ▶ 48:00 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025
Insight
Turley: There is no distinction between the AI model and the product
“The one thing we've learned with ChatGPT is that there really is no distinction between the model and the product, like the model is the product and therefore you need to iterate on it like a product.”
Nick Turley Aug 9, 2025 ▶ 29:18 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025
Assertion Supported
Turley: GPT-3.5 was in OpenAI's API for six months before ChatGPT
“The GPT. 3.5 model was in our API for, you know, at least six months prior to that. I think anyone could have built something like this.”
Nick Turley Aug 9, 2025 ▶ 37:19 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025
Insight
Turley: Pre-ChatGPT, OpenAI shipped models like hardware instead of software
“Treating the model as a product was not a thing before ChatGPT, because we would ship it more like hardware, where, you know, there'd be a release like GPT-III, and then we would start working on GPT-IV, and these weird giant Big spend R&D projects that would …”
Nick Turley Aug 9, 2025 ▶ 33:01 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025 neutral
Assertion Not checkable as stated
OpenAI uses automated classifiers to track ChatGPT use cases without reading chats
“We have conversation classifiers that without, you know, us having to look at the conversations, allow us to kind of figure out what are people talking about, what use cases are taking off, et cetera.”
Nick Turley Aug 9, 2025 ▶ 52:46 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025
Assertion Not checkable as stated
Turley: OpenAI shipped ChatGPT within 10 days of deciding to build it
“When we decided to do it, you know, we had been prototyping for so long, and I was just like, you know, in 10 days we're going to ship this thing, and, you know, we did, so that was like maybe a moment in time thing where I just really wanted to make sure that…”
Nick Turley Aug 9, 2025 ▶ 21:11 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025
Disclosure
Turley: OpenAI initially planned to shut down ChatGPT after holiday testing
“We shipped it right before the holiday thinking we would sort of come back and get the data and then wind it down.”
Nick Turley Aug 9, 2025 ▶ 16:44 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025 bullish
Prediction Not checkable as stated
Turley: Billion-user ChatGPT will enable new businesses via built-in distribution
“Like, I think there really is a world where, you know, as this thing hits billion user scale, it can get you distribution. It can get you know, started on making something in the same way that people built on the internet. And, you know, there was entirely new…”
Nick Turley Aug 9, 2025 ▶ 1:21:28 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025 neutral
Insight
Turley: Optimizing content for AI models mirrors appealing to human users
“The way to appeal to an AI model ideally is the same way that you would appeal to a real user because the model is supposed to proxy the interest of the user and nothing else.”
Nick Turley Aug 9, 2025 ▶ 1:18:11 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025 positive
Assertion Not checkable as stated
Turley: ChatGPT user retention has improved over time across cohorts
“And it's been incredible to not just see strong retention numbers, but to see, you know, an improvement in retention over time. Even as our cohorts become, you know less of an early adopter and more, you know, the average person, so.”
Nick Turley Aug 9, 2025 ▶ 27:15 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025 positive
Assertion Supported
OpenAI reaches 5 million ChatGPT business subscribers
“We just hit five million business subscribers up from three, I think a month or two ago.”
Nick Turley Aug 9, 2025 ▶ 43:57 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025 positive
Disclosure
Turley: GPT-5 will be free and default, with legacy models for Pro
“Just use the product. You don't even have to pay. Should be your default model starting tomorrow. And just use it and don't think about models anymore. Unless you want to and you're a pro user, in which case you get all the old models, so rest assured.”
Nick Turley Aug 9, 2025 ▶ 1:34:31 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025
Assertion Not checkable as stated
ChatGPT organically reached 90% of Fortune 500 companies early on
“We were pretty quickly in, you know, organically in, like, 90% of Fortune 500 companies”
Nick Turley Aug 9, 2025 ▶ 42:49 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025
Assertion Not checkable as stated
Turley: ChatGPT was renamed from 'Chat with GPT-3.5' the night before launch
“We went from Chat with GPT, 3.5 to ChatGPT the night before,”
Nick Turley Aug 9, 2025 ▶ 36:51 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025 neutral
Assertion Not checkable as stated
ChatGPT's original codebase was a hackathon project called 'SA server'
“In fact, the code base that we use is called SA server. It was supposed to be a hackathon code base.”
Nick Turley Aug 9, 2025 ▶ 9:52 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025 bullish
Assertion Supported
Turley: ChatGPT has 700 million weekly active users
“If you're the average ChatGPT user, and we have, you know, seven hundred million of them this week, we you know, you've probably been on GPT-V for, you know, a while.”
Nick Turley Aug 9, 2025 ▶ 5:46 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025
Insight
Turley: AI features that do not scale with model intelligence should not ship
“Like if, you know, we're shipping a feature and it doesn't get two X better as the model gets two X smarter. It's probably not a feature we should be shipping.”
Nick Turley Aug 9, 2025 ▶ 1:04:37 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 9, 2025 neutral
Insight
Turley: ChatGPT is AI's MS-DOS and 'Windows' is not built yet
“I still feel like ChatGPT feels a little bit like MS-DOS. We haven't built Windows yet, and it will be obvious once we do, but, you know, there, there's something that feels a little bit like, imagine MS-DOS, like, gone viral, and you were just trying to, like…”
Nick Turley Aug 9, 2025 ▶ 50:07 Inside ChatGPT: The fastest growing product in history | Nick Turley (OpenAI)
Aug 17, 2025 bullish
Assertion Supported
Balfour: ChatGPT has at least 10x the monthly active users of Claude
“I think ChatGPT at this point has Like at least a 10 X difference on MAU.”
Brian Balfour Aug 17, 2025 ▶ 34:53 Why ChatGPT will be the next big growth channel (and how to capitalize on it) | Brian Balfour
Aug 17, 2025 bullish
Prediction Didn’t hold up
Balfour: OpenAI will launch ChatGPT platform with 10 to 20 preferred partners
“What I would expect to see play out next is that they will They will either launch, they will announce the platform or what they're going to announce with preferred partners, or what they're going to announce versus is basically a set of preferred partners, th…”
Brian Balfour Aug 17, 2025 ▶ 45:57 Why ChatGPT will be the next big growth channel (and how to capitalize on it) | Brian Balfour
Aug 17, 2025 bullish
Prediction Not checkable as stated
Balfour: Google has a very small window to counter ChatGPT's momentum
“I think the window is very small for them. If chat GPT plays their cards right, because they clearly have the escape velocity right now. And if they just keep pressing that advantage and in the right way, I think it's going to be very hard for Google to counte…”
Brian Balfour Aug 17, 2025 ▶ 37:42 Why ChatGPT will be the next big growth channel (and how to capitalize on it) | Brian Balfour
Aug 17, 2025 bullish
Assertion Supported
Balfour: Retention data shows ChatGPT leveling off significantly higher than AI competitors
“The data that DD published clearly showed that both the retention curves which I know you and I have both written about at, you know, at exhaustion level off at significant portions higher than all the other platforms. As well as those retention curves have be…”
Brian Balfour Aug 17, 2025 ▶ 32:21 Why ChatGPT will be the next big growth channel (and how to capitalize on it) | Brian Balfour
Aug 17, 2025 bullish
Assertion Not checkable as stated
Rachitsky: ChatGPT drives more referral traffic to his newsletter than Twitter
“I recently noticed that ChatGPT is driving me to my newsletter, more traffic than Twitter.”
Lenny Rachitsky Aug 17, 2025 ▶ 1:03:14 Why ChatGPT will be the next big growth channel (and how to capitalize on it) | Brian Balfour
Aug 17, 2025 positive
Insight
Balfour: AI model moats come from user context, not raw benchmark performance
“My hypothesis, and I think there's a lot more consensus around this now than there might have even been three months ago, is that the moat is really about, is about context and memory. You know, these models you know, by themselves, if you compare them side by…”
Brian Balfour Aug 17, 2025 ▶ 30:33 Why ChatGPT will be the next big growth channel (and how to capitalize on it) | Brian Balfour
Aug 17, 2025 bullish
Prediction Not checkable as stated
Balfour: ChatGPT will be the next major product growth distribution platform
“My prediction of the new distribution platform will be chat GPT. In some ways that people probably already think it's happening in some ways that it won't.”
Brian Balfour Aug 17, 2025 ▶ 11:25 Why ChatGPT will be the next big growth channel (and how to capitalize on it) | Brian Balfour
Aug 17, 2025 bullish
Prediction Not checkable as stated
Balfour: OpenAI is about to launch a ChatGPT third-party platform
“There's going to be what they do with like a chat GPT search experience, but I think the bigger thing will be whatever they do with launching a third party platform on top of chat GPT. There's a bunch of signals that they're about to that they're about to laun…”
Brian Balfour Aug 17, 2025 ▶ 12:08 Why ChatGPT will be the next big growth channel (and how to capitalize on it) | Brian Balfour
Aug 17, 2025 bullish
Insight
Balfour: Platform adoption is a prisoner's dilemma startups cannot opt out of
“And what's going to happen is that if you don't do it, your competitors are going to certainly go to the new platform and your customer expectations change and you have to rise to those customers' expectations. Like they're going to start expecting you to be i…”
Brian Balfour Aug 17, 2025 ▶ 28:11 Why ChatGPT will be the next big growth channel (and how to capitalize on it) | Brian Balfour
Aug 17, 2025 bullish
Prediction Held up
Balfour: OpenAI job postings signal an imminent third-party agent platform launch
“There's all sorts of signals that They're about to launch a third party platform. They've been hiring for a bunch of roles. I've seen multiple postings on like product manager, engineering roles, all that kind of stuff for, you know, quote unquote agent platfo…”
Brian Balfour Aug 17, 2025 ▶ 33:27 Why ChatGPT will be the next big growth channel (and how to capitalize on it) | Brian Balfour
Aug 31, 2025 negative
Opinion
Liu: AI products under-merchandise capabilities with blank chat boxes
“What's under executed today in the world of AI products is like, there's so many awesome capabilities of AI and most of them are really under merchandise and there's like very poor actually visual or otherwise metaphors or affordances given to users to help re…”
Howie Liu Aug 31, 2025 ▶ 27:36 How we restructured Airtable's entire org for AI | Howie Liu (co-founder and CEO)
Sep 14, 2025 neutral
Assertion Partly supported
Smith: Only 10 to 12% of Google and ChatGPT results are AI-generated
“It was around 10 to 12% of content in Google search and in ChatGPT are AI generated. 90% or not.”
Ethan Smith Sep 14, 2025 ▶ 54:33 The ultimate guide to AEO: How to get ChatGPT to recommend your product | Ethan Smith (Graphite)
Sep 14, 2025 bullish
Assertion Not checkable as stated
Smith: AI referral traffic surged in January from adoption and clickable UI
“Companies that we work with started in January and it started one because of more adoption, but two is because the answers became a bit more clickable. You have maps, you have shopping carousels, you have clickable cards. So I think the clickability of the ans…”
Ethan Smith Sep 14, 2025 ▶ 7:57 The ultimate guide to AEO: How to get ChatGPT to recommend your product | Ethan Smith (Graphite)
Sep 14, 2025 neutral
Assertion Not publicly verifiable
Smith: ChatGPT citation overlap with Google is only 35%, Perplexity is 70%
“We did a study looking at thousands of questions and saw the citation overlap with Google search results was around 35% for ChatGPT and Google. So not that much perplexity was around 70%”
Ethan Smith Sep 14, 2025 ▶ 36:54 The ultimate guide to AEO: How to get ChatGPT to recommend your product | Ethan Smith (Graphite)
Sep 14, 2025 bullish
Disclosure
Rachitsky: ChatGPT now drives more newsletter referral traffic than Twitter
“I was looking at my referral traffic and I found that ChatGPT is driving more traffic to my newsletter than Twitter.”
Lenny Rachitsky Sep 14, 2025 ▶ 7:28 The ultimate guide to AEO: How to get ChatGPT to recommend your product | Ethan Smith (Graphite)
Sep 21, 2025 positive
Opinion
Zhuo: ChatGPT is a better cross-functional teacher than human colleagues
“And in fact, I think these days, you know, ChatGPT or these other AI tools are better teachers.”
Julie Zhuo Sep 21, 2025 ▶ 23:13 From managing people to managing AI: The leadership skills everyone needs now | Julie Zhuo
Sep 28, 2025 bullish
Opinion
Rachitsky: Cursor May Be Second Fastest Growing Company Behind ChatGPT
“I think about cursor, maybe the fastest, maybe the second fastest growing company behind ChatGPT.”
Lenny Rachitsky Sep 28, 2025 ▶ 1:06:22 A 4-step framework for building delightful products | Nesrine Changuel (Spotify, Google, Skype)
Oct 10, 2025 positive
Assertion Supported
Rachitsky: Google Gemini reached number one on the App Store above ChatGPT
“So just last week, Gemini, Google Gemini hit the number one app in the App Store. I have it right here. It's still number one in the App Store. It's above ChatGPT.”
Lenny Rachitsky Oct 10, 2025 ▶ 4:58 Inside Google's AI turnaround: AI Mode, AI Overviews, and vision for AI-powered search | Robby Stein
Nov 16, 2025 neutral
Insight
Li: Big data, neural networks, and GPUs remain core to modern AI
“If you look at the ingredients of what brought chat GPT to the world, technically is still use these three ingredients. Now it's internet scale data. Mostly texts is a much more complex neural network architecture than. But it's still neural network and a lot …”
Dr. Fei-Fei Li Nov 16, 2025 ▶ 19:42 The Godmother of AI on jobs, robots & why world models are next | Dr. Fei-Fei Li
Jan 15, 2026 bullish
Insight
Lessin: ChatGPT chat histories are ideal data for matchmaking apps
“If we're really trying to match up humans, like, call it Tinder T.O., one of the best sources of information to do that is their ChatGPT histories.”
Sam Lessin Jan 15, 2026 ▶ 1:19:31 How to show up in any room with a low heart rate: Silicon Valley’s missing etiquette playbook
Jan 18, 2026 negative
Opinion
Arnovitz: Default ChatGPT makes the worst CTO due to sycophancy
“I think chat GPT would probably be. The worst CTO because it's such a people pleaser and it's so sycophantic”
Zevi Arnovitz Jan 18, 2026 ▶ 10:36 How a Meta PM ships products without ever writing code | Zevi Arnovitz
Jan 29, 2026 positive
Opinion
Andreessen: ChatGPT is almost certainly a better doctor than your human doctor
“Chat GPT is like almost certainly a better doctor than your doctor today, but like chat GPT can't get a license to practice medicine, right? So it can't substitute for a doctor. It can't prescribe medications, right? It can't, you know, perform procedures, rig…”
Marc Andreessen Jan 29, 2026 ▶ 34:42 Marc Andreessen: The real AI boom hasn’t even started yet
Feb 12, 2026 neutral
Disclosure
Wu: OpenAI managers use internal ChatGPT for employee performance reviews
“We're doing performance reviews right now, and it's actually really easy to use ChatGPT with internal knowledge, hooked up to GitHub and like our Notion docs and Google docs. To give a, get a really good sense of what this person has done over the last 12, 12 …”
Sherwin Wu Feb 12, 2026 ▶ 21:50 OpenAI’s head of platform engineering on the next 12-24 months of AI | Sherwin Wu
Apr 2, 2026 positive
Insight
Willison: LLM search integration is now better at searching than humans
“Now that all of the major models have really good search integration, they're just better at searching than I am. I can ask them a question and watch them fire off five searches in parallel for like aspects of answering that question, pull the data back.”
Simon Willison Apr 2, 2026 ▶ 54:27 An AI state of the union: We’ve passed the inflection point & dark factories are coming
Apr 2, 2026 bearish
Opinion
Willison: Simulated AI user testing cannot match real human usability feedback
“I don't think that's credible. I don't think you're going to get as good results from ChatGPT pretending to click around on your prototype than you would from an actual human being.”
Simon Willison Apr 2, 2026 ▶ 23:28 An AI state of the union: We’ve passed the inflection point & dark factories are coming
Apr 5, 2026 neutral
Assertion Supported
Anthropic built a chatbot before ChatGPT but withheld it over safety
“Anthropic had a version of Claude. We had a chatbot before ChatGPT was launched, and we had ultimately chosen not to launch it for safety reasons. I think the team didn't want to kick off Effectively like an AI global arms race”
Amol Avasare Apr 5, 2026 ▶ 1:10:06 Head of Growth (Anthropic): Anthropic is automating its own growth
May 10, 2026 positive
Assertion Not checkable as stated
Ries: AI labs launched ChatGPT and Claude Code as small experiments
“These specific products that have taken the world by storm, you can really tell that the AI labs themselves did not know they were going to be as popular as they turned out to be. Obviously, ChatGPT, they had no idea. Cloud code, co-work, like these were small…”
Eric Ries May 10, 2026 ▶ 4:08 How Anthropic, Costco, and Patagonia all build incorruptible companies | Eric Ries
Jun 7, 2026 bearish
Prediction Not checkable as stated
Fadell: Consumers will not sustainably pay $20 to $200 monthly for ChatGPT
“Today, people are like, yeah, I'm gonna try chat GPT or whatever. It's 20 dollars a month or 200 dollars a month. That is unsustainable for if you think consumers are gonna pay that. There's just no way. Unless it's incredible, but they're not gonna, you know …”
Tony Fadell Jun 7, 2026 ▶ 1:10:37 Tony Fadell: How to build real taste (and why AI makes it matter more)
Jun 28, 2026 positive
Disclosure
Ambrosino: OpenAI integrates Codex with existing tools instead of replacing them
“We're trying to do two things at once with Codex and with now with ChatGPT. One is how can we seamlessly interact with these tools that you're already using and say, like, we don't need to build a better video editor for you. Right. But like Codex and ChatGPT …”
Andrew Ambrosino Jun 28, 2026 ▶ 58:34 Why OpenAI is merging Codex and ChatGPT and the future of knowledge work | Andrew Ambrosino
Aug 16, 2026
Disclosure
Silber: OpenAI is prototyping ways to deeply embed ChatGPT into personal lives
“You know, like we're thinking a lot about how we should evolve. Sort of really think about ChatGPT becoming like deeply embedded in a per, like your personal life and how, how should the app feel? That's something that we're not going to necessarily design and…”
Ian Silber Aug 16, 2026 ▶ 35:53 Chatbots are not the final interface: OpenAI’s Head of Design on what’s next | Ian Silber
Aug 16, 2026 bullish
Disclosure
Silber: OpenAI aims to build a single universal input interface
“When we think of the super app, I think eventually we really think of the idea of, especially for our broad consumer base, we do think that there should be sort of this one universal input that you can ask that Knows when it needs to answer, like, really quick…”
Ian Silber Aug 16, 2026 ▶ 47:45 Chatbots are not the final interface: OpenAI’s Head of Design on what’s next | Ian Silber
Aug 16, 2026 bullish
Prediction Not checkable as stated
Silber: Proactivity and external context will transform ChatGPT user interaction
“I think proactivity is a big untapped kind of part of the experience that we're really excited to think about. You know, we're starting to see this with ChatGPD work now where it actually has pretty good suggestions based on, you know, your calendar or your Sl…”
Ian Silber Aug 16, 2026 ▶ 46:40 Chatbots are not the final interface: OpenAI’s Head of Design on what’s next | Ian Silber
Aug 16, 2026 neutral
Insight
Silber: Most users extract only a sliver of AI model value
“Generally what we've seen is that we believe in this idea of this sort of capability overhang where the product you know, like vast majority of the people are getting a sliver of the true value that they could out of the bottle.”
Ian Silber Aug 16, 2026 ▶ 39:46 Chatbots are not the final interface: OpenAI’s Head of Design on what’s next | Ian Silber
Aug 16, 2026 positive
Insight
Silber: AI interfaces must eliminate mode switching to reach billions
“And eventually what we want, what we know, and we think about this a lot in design is like, it will true, like, Things will truly become like for billions of users when they don't have to like think about a switch or a mode or anything like that. And so we kno…”
Ian Silber Aug 16, 2026 ▶ 40:56 Chatbots are not the final interface: OpenAI’s Head of Design on what’s next | Ian Silber
Aug 30, 2026
Insight
Seshan: Knowledge work AI requires showing intermediate citations and in-progress work
“A lot of work that we have done and have to continue to do is continue to adapt the product to knowledge work, which means way more focus on Making ChatGPT your collaborator, allowing you to see all the in-progress work, see its citations and inputs, help you …”
Tara Seshan Aug 30, 2026 ▶ 1:05:53 AI’s third era: the rise of persistent AI coworkers | Tara Seshan (OpenAI’s product lead)
Aug 30, 2026
Disclosure
Seshan: ChatGPT Work mode brings agents to one billion users
“One of the goals of launching work in ChatGPT web and launching it in the desktop app and bringing these things together was to look at those billion people who are using ChatGPT and bring them more and more of the agent's power.”
Tara Seshan Aug 30, 2026 ▶ 34:31 AI’s third era: the rise of persistent AI coworkers | Tara Seshan (OpenAI’s product lead)
Aug 30, 2026
Assertion Supported
Seshan: ChatGPT Work mode runs on Codex under the hood
“In work mode, that's where under the covers, this is codex. We've removed some of like the coding UI, like you don't, you're not going to see a work tree pop up all of a sudden in, in work mode, but it is the same power to get things done”
Tara Seshan Aug 30, 2026 ▶ 31:14 AI’s third era: the rise of persistent AI coworkers | Tara Seshan (OpenAI’s product lead)
Aug 30, 2026
Insight
Seshan: Coding AI allows output verification; knowledge work requires process auditing
“Coding is so output oriented that when you ask it to do a coding task, you can verify whether it did the task correctly or well via tests. You can try it out and see if it works. Like there is a way to validate it based on the output. But knowledge work is dif…”
Tara Seshan Aug 30, 2026 ▶ 1:05:18 AI’s third era: the rise of persistent AI coworkers | Tara Seshan (OpenAI’s product lead)
Aug 30, 2026 positive
Disclosure
Seshan: OpenAI's goal is eliminating manual model toggles in ChatGPT
“Our north star here is that users do not need to make decisions between picking between all these different options. Ideally, there is no toggle here that you go to the box, you type in your tasks. Like I would like to build a really awesome app that I don't k…”
Tara Seshan Aug 30, 2026 ▶ 29:50 AI’s third era: the rise of persistent AI coworkers | Tara Seshan (OpenAI’s product lead)
Sep 8, 2026 bullish
Assertion Not checkable as stated
Ugarte: SpaceX employees switched from ChatGPT to GrokBot internally
“In that first week after that all hands I mean, I can't even tell you just the outpour of love for GrokBot from people that maybe you wouldn't expect or from groups of the company that maybe you wouldn't expect. People who, you know, were daily driving ChatGPT…”
Roman Ugarte Sep 8, 2026 ▶ 6:44 How we built Grok Bot in a month | Roman Ugarte (SpaceXAI)
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