ChatGPT, every mention
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every year anyone Matt Turck 62Benedict Evans 36Sebastian Raschka 21Sridhar Ramaswamy 13Sharon Zhou 13Richard Socher 8Aaron Levie 8Chip Huyen 7Azeem Azhar 7Clement Delangue 6
Verbatim, from the transcripts: the passages where ChatGPT comes up
When AI Improves Itself | Richard Socher (Recursive)
- ▶ 43:43 Richard Socher It's like, if no one used ChatGVT or Cloud Code, like, there wouldn't be a problem.
“OpenAI’s Model Hacked Us” - Hugging Face’s Thomas Wolf
- ▶ 38:42 Thomas Wolf And also that the closest model may be in a way subsidized right now, like the, the, like the amount, the number of token you get for your 20 dollar, uh, chat GPT or cloud subscription might not be the full price that they actually pay for…
Cerebras CEO: Why GPUs Can't Do Fast Inference
- ▶ 42:35 Andrew Feldman When you type in the chat GPT, uh, explain to me the history of this village prior to World War II, and it can't see you.
The "Token Heist" Wiping Out AI Startups | Emily Sands (Stripe)
- ▶ 3:47 Emily Glassberg Sands Uh, Microsoft and open AI, we're doing something similar with them, like helping businesses make their products discoverable inside copilot and chat GPT.
- ▶ 6:59 Matt Turck And an example of this would be ChatGPT instant checkout, for example, where you get the recommendation.
- ▶ 54:29 Matt Turck So I guess if I get tokens from a general purpose LLM like Claude or ChatGPT, I could see what I do with it.
Cloudflare CEO: The Internet's Business Model Is Dead
- ▶ 4:55 Matthew Prince Um, but the thing that's really driving this is what I think we would all call agents, which is, you know, if, if I go to chat GPT or I go to Claude or I go to, you know, any of these systems and, and I'm shopping for a digital camera.
The GPU Myth: State of AI Compute 2026 | Stephen Balaban
- ▶ 23:21 Stephen Balaban Well, let's just say that like Opus and ChatGPT, 5.5 can't fit on a single GPU.
- ▶ 34:38 Stephen Balaban This AI data center is actually just serving the chat GPT requests that I'm, that I'm giving it, right?
- ▶ 37:33 Stephen Balaban You can look at your own utilization of whether it's ChatGPT or Claude or Grok or Gemini, and you can see, hey, a lot of the things that I'm doing, I kind of shoot it off.
- ▶ 59:48 Stephen Balaban And the best way to kind of get this experience is to go to your ChatGPT or your Claude and say, hey, just, um, you know, render for me an ASCII art desktop interface, ok?
OpenAI's Dan Roberts: Why AI Can Now Make Discoveries
- ▶ 0:00 Dan Roberts One of the things that ChatGPT was able to do was assume it was false.
- ▶ 9:11 Dan Roberts One of the things that ChatGPT was able to do was assume it was false, and when you go against the grain and
State of Enterprise AI 2026: Aaron Levie on Tokenmaxxing, Rise of Headless, and AI-Proofing Your Job
- ▶ 28:17 Aaron Levie And honestly, like in many ways, not that different from somebody going to Google to say like, I want to go research this customer versus going to chat to BT and say, I want to reach us to kind of like, like almost nothing has changed…
- ▶ 52:00 Aaron Levie And there was, um, I mentioned this a little bit in the past, but there was this funny article from the financial times, like three weeks ago of like lawyers being inundated with, um, uh, with all of these, like, you know, contracts that… 2 times in the scene
OpenAI's Yann Dubois: Why AI Progress Suddenly Feels Real
- ▶ 1:13 Matt Turck Why AI progress can feel like a sudden step function and why continual learning remains one of the big unsolved problems in AI three years after JetGPT.
- ▶ 39:34 Yann Dubois Uh, I used to be that type of person, and actually when I saw ChatGPT come out, they had this blog.
- ▶ 1:07:37 Yann Dubois Uh, three years ago when ChatGPT came out, I remember I was doing a startup with friends, uh, and we were thinking about working on, on continual learning and, like, personalization and, and, like, memories in general, and we're like, ah,…
Benedict Evans: OpenAI’s Moat Problem & the Future of Software
- ▶ 4:16 Benedict Evans Or our company is going to standardize on chat GPT, which isn't what happened in cloud.
- ▶ 6:35 Benedict Evans So most people who have a ChatGPT account can't think of anything to do with it today. 4 times in the scene
- ▶ 9:11 Matt Turck We went into whether ChatGPT needed a new GUI.
- ▶ 11:29 Matt Turck That memory would be adding some level of defensibility and moat to all those, uh, chatbot interfaces, including very much chat GPT. 3 times in the scene
- ▶ 24:19 Benedict Evans So now, you know, it was, it was ChatGPT apps, which failed like two or three times.
- ▶ 28:29 Benedict Evans Now maybe you'll ask ChatTPT to do it for you. 2 times in the scene
Everything Gets Rebuilt: The New AI Agent Stack | Harrison Chase, LangChain
- ▶ 2:07 Harrison Chase So, so LinkedIn came out, uh, maybe half a month or a full month before ChatGPT.
- ▶ 24:30 Harrison Chase I think, I think some providers, like I think Claude in their app and ChatGPT in their app do this.
Voice AI’s Big Moment: Top Researcher on Why Everything Is Changing (Neil Zeghidour, Gradium AI)
- ▶ 18:27 Neil Zeghidour So it was twenty-twenty-one, way before ChatGPT, but, you know, internally at Google, there were already quite a few projects that were successful around language models.
- ▶ 23:51 Neil Zeghidour So we just asked ChatGPT for a sphere in a few languages, and a sphere in Japanese is Qtai, and there was AI in it, so I was like, okay, that's the name of the lab now, and so that's how we created Qtai.
- ▶ 33:24 Neil Zeghidour And hope that, uh, like the voice mode of OpenAI is used for this task and this task and so on.
- ▶ 59:06 Neil Zeghidour I mean, you cannot ask Claude or ChatGPT write 100,000 hours of scripts and make them as diverse as possible.
Dylan Patel: NVIDIA's New Moat & Why China is "Semiconductor Pilled”
- ▶ 40:06 Dylan Patel ChatGPT has a billion users roughly.
- ▶ 46:57 Dylan Patel oh, I use Chad GPT, and he's, and then, like, there are a couple people who booed, and he's like, yeah,
- ▶ 59:37 Dylan Patel Like a single query, like all of your AI usage from chat GPT of the average user is like a hamburger.
- ▶ 1:11:56 Dylan Patel You know, ChatGPT was a moment. 2 times in the scene
State of LLMs 2026: RLVR, GRPO, Inference Scaling — Sebastian Raschka
- ▶ 7:10 Sebastian Raschka Hierarchical reasoning model, it became like popular because it performed relatively well on that benchmark compared to very expensive models like Gemini, Chachupiti, and so forth. 6 times in the scene
- ▶ 13:11 Sebastian Raschka So there are diffusion models out there that you can use already, but I, I haven't seen anything at, you know, like, uh, Gemini, ChatGPT, Anthropic Cloud scale, I think, but this year maybe we will see something like that.
- ▶ 15:20 Sebastian Raschka I mean, around MOEs, there was only, I think the JetGPT model, which was rumored to be an MOE.
- ▶ 18:46 Sebastian Raschka I would say RLHF is the biggest leap in LLMs we have seen in a long time, because that was taking GPT from GPT to chat GPT, you know, like the RLHF, the reinforcement learning with human feedback. 2 times in the scene
- ▶ 37:19 Sebastian Raschka I wish I could also talk more about Gemini and ChatGPT, but they don't really release the, like, techniques, so hard to talk about it.
- ▶ 41:49 Sebastian Raschka LLM terms, let's say ChatGPT and Gemini, let's say they cheat on the benchmarks and the models are 10% worse. 2 times in the scene
- ▶ 46:42 Sebastian Raschka And I think why I think that is if you use DeepSeq locally or use the platform, let's say you use a local LLM and use ChatGPT.
- ▶ 50:24 Sebastian Raschka like if you use or compare ChatGPT, Gemini, 6 times in the scene
- ▶ 57:46 Sebastian Raschka When I go to Chachapiti, I have the same model as you do.
The End of GPU Scaling? Compute & The Agent Era — Tim Dettmers (Ai2) & Dan Fu (Together AI)
AI That Ends Busy Work — Hebbia CEO on “Agent Employees”
- ▶ 5:27 George Sivulka So before ChatGPT, I remember using it, and I think, you know, after using it a few times, I sat back in my chair.
- ▶ 23:00 George Sivulka Because the reason why you as an investor beat the market isn't because you're all using the same ChatGPT wrapper prompt.
AI Eats the World: Benedict Evans on What Really Matters Now
- ▶ 0:53 Benedict Evans Why is ChatGPT at the top of the App Store chart and has been for a year? 2 times in the scene
- ▶ 2:42 Benedict Evans There's an interesting kind of split in that, like, you could say that Anthropik and Claude and ChatGPT are just as good as each other or R&D Gemini, but then go and look at the App Store charts, or look at Google Trends and see which…
- ▶ 7:31 Matt Turck I mean, I seem to remember last time we talked, um, you hadn't really found a chat GPT use case that you really liked and, uh, just, um, you know, reading your blog posts as I do frequently and would encourage everybody to do, you don't…
- ▶ 19:21 Matt Turck Uh, I think you, you said somewhere you pointed at, uh, the, the fact that, um, a meaningful part of the ChatGPT usage was effectively kids, uh, you know, using ChatGPT for homework or help them. 2 times in the scene
- ▶ 21:19 Benedict Evans And there would always be like a public would get turned into pubic or something, you know, there would always be some, some unfortunate correction, which is, you know, it's interesting to compare that now with error rates in JGBT. 3 times in the scene
- ▶ 25:52 Benedict Evans But then it's just a funny thing, you know, this phrase, a thin GPT wrapper is to me, the only thin, thin GPT wrappers are what you get when you go to chatgpt.com and claude.com and grok and all these others.
- ▶ 28:10 Benedict Evans You could almost say, like, the market for ChatGPT is capped at Notion's user base. 2 times in the scene
- ▶ 36:01 Benedict Evans And that all sounds like a really great, compelling, like, in contrast to, you know, you get ChatGPT, and you're like, well, what am I supposed to do with this?
- ▶ 39:06 Matt Turck Uh, because you, you could argue that ChatGPT is a terrible search engine. 4 times in the scene
- ▶ 45:24 Benedict Evans How would you, and then you, I mean, this is what I wrote at the first paragraph of my column on Sunday night, is ask how GPT, because there's an, there's an obvious list of answers to that, you know.
- ▶ 47:12 Benedict Evans There aren't hundreds of consumer apps using the chat GPT API. 2 times in the scene
- ▶ 51:40 Benedict Evans Would an analogue of that work in Side Chat GPT? 2 times in the scene
- ▶ 56:45 Benedict Evans Or if they just want to plug, they want to plug their SAP into ChatGPG while they go to SnapLogic or some kind of middleware orchestration company, or they go to Accenture. 2 times in the scene
Jeremy Howard on Building 5,000 AI Products with 14 People (Answer AI Deep-Dive)
- ▶ 0:08 Jeremy Howard Imagine bringing together, like, Cursor and Claude Code and ChatGPT and Jupyter Notebooks.
- ▶ 35:57 Jeremy Howard So it's kind of like, imagine bringing together, like, cursor, and clawed code, and chat GPT, and Jupyter Notebooks smashed together.
Glean’s Breakthrough: CEO Arvind Jain on Scaling AI Agents & Search
- ▶ 24:21 Matt Turck Uh, and then there was a phase two, I believe around the chat GPT moment when you went from AI powered search to something that's more like RAG. 4 times in the scene
- ▶ 28:33 Arvind Jain Uh, you know, it's this conversational, um, chat bot like ChatGPD, but that knows everything about your company.
- ▶ 50:28 Arvind Jain Like a really much more relevant, much more powerful version of ChatGPT inside your work.
Box’s Big AI Leap: Aaron Levie on Agents & the Future of Work
- ▶ 27:21 Matt Turck And you think that's, uh, mostly the chat GPT moment of like people seeing this in their, in their lives? 3 times in the scene
- ▶ 37:52 Aaron Levie So, um, so what we saw was, um, sorry, so we, we were actually building this pre, pre-gen AI, um, but we got really lucky that, that the ChatGPT moment happened before like the final lines of code were, were kind of getting written.
- ▶ 56:40 Aaron Levie Uh, but, but every, every provider, Chad Bt, Grok, Gemini,
- ▶ 1:06:22 Aaron Levie Like the moment you saw ChatGPT, the moment you said, okay, I could put stuff into the context window and it's going to, you know, work on the data and come back with something like, like my, my, my first, I don't know, two days of… 3 times in the scene
Snowflake CEO on Winning the AI Arms Race
- ▶ 28:20 Sridhar Ramaswamy Most AI systems, including ChatGPT, until very, very recently, for example, they optimize for trying to answer all your questions. 3 times in the scene
- ▶ 29:11 Sridhar Ramaswamy There was this, um, super cool interview between Ben Thompson and Ben Evans about ChatGPT Deep Research, where he comments about how bad it is when you ask quantitative questions.
- ▶ 33:07 Sridhar Ramaswamy And, uh, the launch of ChatGPT in December, uh, basically spurred nonstop work.
- ▶ 40:40 Sridhar Ramaswamy I've become a big fan of ChatGPT with search for any kind of quick reference. 7 times in the scene
- ▶ 41:52 Sridhar Ramaswamy I use their deep research a lot.
Chasing Real AGI: Inside ARC Prize 2025 with Chollet & Knoop
- ▶ 33:01 Mike Knoop You know, it's fails randomly two out of 10 times, which might be fine in a supervised setting like ChatGPT.
Top AI Researcher on GPT 4.5, DeepSeek and Agentic RAG | Douwe Kiela, CEO, Contextual AI
- ▶ 38:41 Douwe Kiela And so this was originally kind of the secret sauce behind ChatGPT. 2 times in the scene
From Selfie to Studio: Captions CEO on AI Video for 10M Creators
- ▶ 6:35 Matt Turck So, 2021, uh, clearly pre-ChatGPT moment.
Farewell, Chatbots: AI Agents Are Taking Over Customer Service | Mike Murchison, CEO, Ada
- ▶ 6:01 Matt Turck In particular, you had to navigate that transition from, um, you know, the, the early days, pre-ChatGPT to today.
The AI Coding Agent Revolution, The Future of Software, Techno-Optimism | Amjad Masad, CEO, Replit
- ▶ 39:02 Amjad Masad I mean, around, around, you know, the time when ChatGPT was, was going, was going viral.
- ▶ 1:12:57 Matt Turck That's almost a problem of ChatGPT when we were first all confronted to it, is like, okay, you got this box, and like, I think, you know, we're two years in, and people are still basically just starting to understand the range of things…
What You MUST Know About AI Engineering | Chip Huyen, Author of “AI Engineering”
- ▶ 13:12 Matt Turck Um, what is it that's so special about language models that, um, make them, uh, so, um, reactive to this scaling approach that, that led to the ChatGPD moment?
- ▶ 25:00 Chip Huyen Um, so, so, so I think it's like, uh, the process of training, like creating a model like, uh, ChargyPT 2 times in the scene
- ▶ 43:45 Chip Huyen Um, so, so I do think that, um, I think when AI first, uh, when Chelsea first came out, AI as a judge was, it was just like,
- ▶ 55:10 Chip Huyen So for example, like maybe, um, nobody actually knows what the ChatGPT system prompt or like cloud system prompt is. 2 times in the scene
- ▶ 59:32 Chip Huyen Um, so I think that's like, first of all, I was actually using, um, the cloth and Chachapiti for like some of the novel writing.
- ▶ 1:02:43 Chip Huyen So let's say like ChatGPT operates the internet, then it's like the environment is the internet.
State of AI 2024: Frontier Models, AI Geopolitics, Robotics | Nathan Benaich, Air Street Capital
- ▶ 7:37 Nathan Benaich I think it's still probably hard to determine, hey, this text is written by ChadGPT or Claude, unless it says certainly or ah. 2 times in the scene
- ▶ 19:44 Nathan Benaich Um, and just given that, I think we, we probably forget to include this, but, just in general discourse, but, until, like, ChatGPT and AI became super hypey, like, there were not that many contributors who actually worked in this field, um, 2 times in the scene
Superintelligence, Bubbles And Big Bets: AI Investing in 2024 | Matt Turck & Aman Kabeer, FirstMark
- ▶ 2:32 Matt Turck We are almost, uh, two years into the ChatGPT era. 2 times in the scene
- ▶ 36:03 Matt Turck I wonder if it's just a function of people just playing around with all those tools, including, you know, ChatGPT and sort of realizing the limitations of it and that, you know, it appears as super intelligent, but it's not.
- ▶ 46:43 Aman Kabeer You have ChatGPT as one of the breakouts, um, continuing to innovate. 3 times in the scene
- ▶ 52:39 Matt Turck Uh, so the, the, the, you know, the, the stats I saw is that, um, for ChatGPT in particular, 3 times in the scene
- ▶ 1:02:50 Matt Turck If, um, ChatGPT goes from ChatGPT-IV to ChatGPT-V, I guess there were rumors at some point that GPT-V was going to come out, uh, in the next few weeks, GPT-V slash Orion, but apparently that's not happening.
Can AI Infrastructure Work Like Magic? Erik Bernhardsson, CEO, Modal
- ▶ 55:14 Erik Bernhardsson Like, and I, I don't know if it's like ChatGPT, like I think ChatGPT is like, you know, fantastic in many ways, but, but it feels like, I don't know if it's like long-term, it feels like, you know, I'm looking for something that's like a…
The Death of Big Data and Why It’s Time To Think Small | Jordan Tigani, CEO, MotherDuck
- ▶ 40:30 Jordan Tigani You know, you type something in and, you know, in, uh, uh, in chat GPT and you kind of sit and you wait
The $4.5B Platform Driving the Open Source AI Revolution | Clem Delangue, CEO, Hugging Face
- ▶ 3:47 Clement Delangue It was GPT, GPT-II, there was, there was BERT, there was ExcelNet, um, obviously Google, uh, kicked off this wave with attention is all you need, which is like the seminal paper for, for Transformers, which is the T in, in ChatGPT. 2 times in the scene
- ▶ 19:17 Clement Delangue And you want your search, or if you're doing ChatGPT, and you want it to be able to talk about everything, a big model makes sense.
- ▶ 26:24 Clement Delangue So, you know, we started by making search better with, uh, with, with AI, uh, and also we created new use cases like ChatGPT, which is like a new way, new way of conversing, uh, with a technology, technology system.
- ▶ 29:01 Clement Delangue Yes, yes, yes, kind of character, character AI, or ChatGPT, but kind of like, uh, entertaining. 2 times in the scene
AGI, The Future of AI Agents And The Next Wave of Opportunities in AI | Richard Socher, CEO, You.com
- ▶ 39:46 Richard Socher Like, and then they asked ChatGPT some questions. 6 times in the scene
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