OpenAI 开发者日现场实录：ChatGPT Sites 与连接器生态，从应急指挥看板到生成式 3D 游戏

Kat: We launched the site plugin feature today . With this feature, anyone can visit your site and use the connected plugins . In other words, you can only view your own data on that site. If I share this feature with my team members, will they see different data on their respective sites? Everyone views the same site, but the content is displayed differently depending on each team's role . It connects like magic without the need for complex settings like API keys. For example, there are times when you want to build something using ChatGPT or Codex and think you need the Notion API or Slack API . It's really fun figuring out what these magical APIs are. Since everyone thinks differently, there are times when I want to view Google Calendar on a daily or weekly basis , and when I go on business trips, I organize my schedule differently . In those cases, I set up the site for that week, and then delete it again once the business trip is over. What are some interesting ways to leverage the infrastructure aspects of a website that most people might not even think of ?

Claire: Welcome to How I AI at today's OpenAI Developer Day . Today, we are joined by Kat, a website product leader.

Kat: yes .

Claire: I showed Kat a few of the websites I made earlier , and I noticed that our way of using websites is really similar . I am really looking forward to seeing what the website is and how it is used in work . Let's start with business uses and gradually move on to less useful but more interesting applications .

Kat: great. Then, let me show you a website I created . There are a few other ways to use it. The website is, of course, excellent for business use , but it can also be utilized for many other really fun purposes . At OpenAI, we have been using the website for a little over a year , and we officially launched it two months ago, receiving an explosive response internally. All the slides you saw in today's keynote speech were also created using the website . What you just saw was a chat GPT site. We are using it for various purposes . What I am about to show you is the incident command overview used by our team, the Decider team. Since this is demo content, please be careful not to overuse it for indexing . I had to delete some content because it was incident-related . Although there are similar sites , I created this new site to show you . Today, we released the plugins and site features that Sam mentioned in his keynote speech . With this feature, anyone can access your site and use connected plugins , while you can only view your own data. This feature is available in Enterprise Workspace . When you log in to this site, you will be prompted to approve the connection . I connected Notion, Slack, and my calendar. Then this program examines all my data and asks if I want to approve all connectors . When checking which Slack channels I approve, if I approve all Site Slack channels, such as the Site Private Channel and Site Feedback Channel, I assume that I belong to the Site Team Slack. So, "Okay. You're on the site team . I'll show you all the site-related content ." Say that, and name it Site Incident Command. Then, it displays the timeline of all incidents that occurred at that point in time . The reason I created this program is that, as a product manager, I spend a lot of time with my team , but due to meetings and traveling to various places, I lack the time to examine incidents in detail with them , and I also do not want to. I was quietly watching from behind, asking, "How is this case progressing?" I do n't want to rush you. I want them to solve it on their own without my interference . However, using this plugin is really great because you can grasp your progress at a glance , follow the runbook , and check what is happening minute by minute . It also provides a timeline, and you can click on every item to see "What is happening right now ?" You can tell who is in charge . This plugin also shows the team members in charge of the case and all the tools we use . I have set it up to import runbooks, response guides, etc. from Notion . If you want, you can also open runbooks and guides in Notion. This is just one example of how we utilize plugins and the site , and we are using them in many more diverse ways. We use this platform to manage team members' out-of-office schedules and also utilize fun features such as music sharing.

Claire: This episode was produced with the sponsorship of Merge. Developing AI products is easy , but everything else is difficult. It is important to connect with the tools used by teams and customers, enable agents to perform tasks with appropriate permissions , and maintain everything in the operating environment in a stable and cost-effective manner . Most teams try to solve these parts themselves. Ultimately, instead of focusing on the truly important development, you end up getting bogged down in integration, authorization settings, routing, and the underlying infrastructure . Merge is an infrastructure layer for production AI. Connect to thousands of tools, support agents to work securely within tools , and optimize model routing and costs . You do not need to build or own all of this yourself . OpenAI, Dropbox , and Ramp are already using Merge to build AI quickly . Visit merge.dev/howiai to start developing for free .

Claire: Yes, so I would like to pause for a moment and explain it to you . Especially when Sites first came out, many people thought, " Great, now I have a place to put code that captures my sensibility ." I think that is what you thought . And in most cases, that code was a prototype or a static asset, such as an HTML PRD or a slide. However, what I want to show you is that connectors can be used as data sources . Personally, I like using data that is updated in real time in the app . For example, when you are trying to build something on ChatGPT or the Codex and someone says, " I need the Notion API," " I need the Slack API," or " I need Snowflake data," you just ask, " How can I do that?" You can just ask . I like figuring out magical commands like this. What should I do?

Kat: yes .

Claire: Can I use the connector on the site ? How can I do this? This can happen.

Kat: The advantage of Sites and Codex lies right here. One of the reasons for developing Sites is that we needed a space to store software somewhere . Sites handles all deployments and builds the entire site by integrating with the Codex . The amazing thing about Codex is that it accurately grasps the user's intent . We deeply analyze user requests to understand their meaning . For example, if you say, "Please create a website that can import Notion documents and cross-reference them with a calendar, " Codex determines that it is better to use a connector. In particular, if you say, "I am building a website for team collaboration, " would it ask, " Would you like to use the Plugin Connector?" You can ask questions like this, or after building the website, show the work process and request feedback. Alternatively, you can use the method of "bring your own connector ." For example, can I build a site using plugins?

Claire: And when sharing this feature, I want to check if I understand it correctly. If I share it with the entire team, will other team members inherit their respective team's connectors and see different data than I do ?

Kat: Yes, each team will see different data. For example, if you share this incident command with your site team members, you will see similar content. However, if you share with other OpenAI teams , you will see different content depending on the team you belong to . Depending on the team, such as the Codex team or the ID team, data specialized for that team is displayed.

Claire: It seems like it would be particularly useful for data teams or finance teams connecting to a data warehouse. People with various roles and responsibilities really like this tool when handling sensitive data . This is because users visiting the site directly retrieve data within that range. It connects instantly, like magic, without complex settings like API keys.

Claire: Which connectors do you usually use to build something ?

Kat: Well, I simply access a collaboration site or team collaboration space . I use Slack, Notion, Google Drive, Google Calendar, etc. a lot. There are currently about 60 connectors integrated into the tool, and we are continuously adding more . I am reviewing and improving a few connectors on my wish list .

Claire: Do you create these connectors yourself and use them like small micro-apps , or do you use them to replace existing connectors?

Kat: Yes, it is both . As I talk to more people , I can see a truly diverse spectrum . Some people create small prototypes to release simple features just for themselves, or develop personalized software . The fact that you can utilize 'your own plugins' or 'your own connectors' is precisely what allows you to freely adjust them to fit your mindset and your team's work style . There is no need to be bound by a rigid mold. Since Sites is a web-based platform, it can be adjusted in any way . As the team grows , you can add and update features to adapt to changing circumstances . Therefore, there are also people who utilize Sites to build their own tools and proceed with in-depth development. Sites provide OneData by default, support R2 buckets , and allow deployment of all features. It actually has a wide variety of features, including a collaborative editing function .

Claire: Yes, I think it's cool that I can consider the fact that my brain works differently from other people's. For example, I might want to view my Google Calendar for a day or a week in a different way , or I might want to organize everything differently when I go on a business trip . So, I create the sites needed for that week , and delete them when the weekend comes . It's really convenient .

Claire: Let me briefly talk about using Sites as infrastructure . You just briefly mentioned the components of Sites . While creating websites is great, what are some interesting ways to utilize the infrastructural aspects of sites that most people wouldn't even think of ?

Kat: The great thing about Sites is that it is designed to store software built with the Codex . So, when we built a website using Codex , there was a problem where users had to perform DevOps tasks manually after the files built by Codex were saved locally . So we thought, "Okay, then we will handle that part and take care of the final step of fetching the file from the local machine and saving it somewhere ." And I found out that people are using Sites not only for building websites but also for plugin development, data hosting, and running trials. This is because Sites is a really powerful tool . So today we announced that we support hosting the MCP plugin through Sites and making it available for use on websites. As Sites becomes available not only as a website building tool but also as an infrastructure, we expect a kind of virtuous cycle to be formed.

Claire: great. So far, I have talked at length about incident management, infrastructure, and work productivity, but now let's move on to the problem we are both facing: the issue that algorithms have become a mess because of the children . I'm really envious if you have a perfect and neat Spotify playlist or a Hulu or Netflix watchlist . However, we cannot do that. So, could you tell me about a situation where your Spotify was taken over by another family member?

Kat: Yes, that's good. My Spotify is taken over by kids. Of course, there are Michael Jackson songs, but most of them are Blue and Sesame Street. So I created a website that collects music children listen to . I wanted to make this website mobile-friendly , so to achieve this, I wrote several MD files and informed the site operators of my preferred approach. The goal was to create a mobile-friendly website . I wanted this app to be very, very easy to use . And I wanted to look through Reddit's popular playlists to find out what music is popular and what people are voting for, so that I could discover new music . Actually, I'm really bad at keeping up with music trends . I am busy with work, a mother of two , and also involved in the kindergarten parent-teacher association, so I am very hectic . But I really like listening to music while working. So I looked at what kind of music people share on Reddit and added an automation feature. I set it to run every Monday morning at 8 a.m. to create a playlist for me . The playlist looks like this. Shall we play it? So, this is running on Spotify. I also get music from Spotify . Hmm, I'm not sure if you can hear me clearly. This is my first time hearing this song. Since it was added yesterday, I'm glad I can listen to it all week. It's definitely not Blue. It's definitely not Blue.

Claire: Ah, I didn't know Spotify could be used as a plugin . Can I search the catalog and play it in my desired custom interface ? Does it work that way?

Kat: yes . yes. I am currently using Spotify as a player . I remade this for my work laptop, but I've also installed it on my home laptop and am using it. You need to use computer resources to run it. So you have to turn on the laptop to run it, but that's okay. Since I use it while working anyway. I use Spotify as my music player app. However, you can also use it in conjunction with Apple Music .

Claire: I have a lot of music on my computer . So, please create a playlist based on Apple Music . Every Monday.

Kat: Every Monday.

Claire: Are there any other useful integration apps that people might want to check out? Do you like this the best?

Kat: well. I'll have to check the list. Hmm, hmm... Gmail Calendar.

Claire: Ah, I seem a bit eccentric. " No, I just need a playlist to listen to while doing work ." It seems like that is what you think.

Kat: yes that's right.

Claire: All right. I'm not sure . Today is Developer Day, so I worked 24 hours straight . Hmm, let's look for other ideas later and build a site. First, I would like to show you an example of a game and a website that you and I created together , and then talk about our different approaches . It seems like there is a lot of talk at today's Developer Day about how good models like Astra are for making 3D games or various kinds of games . In my opinion, the biggest advantages of this model are two things. First, it is the ability to produce high-quality results very quickly . Second, the website has created a space where you can share ideas and collaborate with others . However, it seems people are n't thinking creatively enough about what games could look like and how they can create cool things by utilizing the various concepts of Coda and the website . So, please show me your game and I will explain how I approached it .

Kat: It has been a while since I created this site. I wanted to show you the powerful features of the site, and I also wanted to show you a little bit of how people share the site . I've noticed that people share websites a lot these days . I made this . Now there is a place to upload it , and people can share what they have created . There is a URL, too. So, I wanted to connect the community in this way . I am very curious about this part, and I am still trying out various things . I think it will be fun to share this later and see how people utilize it . Um, anyway , what I made is the largest user- created dungeon exploration game released so far. You can enter the game and play, and you can choose the character you want . You can also choose Codex pets, or create your own .

Claire: Oh, can we add pixel art here ?

Kat: I will add a pixel art integration feature.

Claire: Okay, thank you.

Kat: You go into the dungeon, wander around, and kill things like teddy bears . I am really bad at this game . So I get eaten quickly . I guess I should ask Astra to play with me . That. I have to. I really have to. Okay. So, what I did is, this is Alamo Square. Um, right here is the Painted Ladies You see the Painted Ladies, right? I'm going to die now. Um, what I did was allow people to create their own rooms . So, I put the instructions for using a skill called Dungeon Site here. I can distribute it, or people can go and play it, but I'll give you a quick demonstration of how to use it. You just need to set up a dungeon and add the Dungeon Site skill . Basically, the Dungeon Site skill specifies the room size, player position, and things like that . You can also input controls. Then, using Astra, you can specify whatever you want, like wanting to be on the moon's surface or inside a volcano . Um, what I did this morning... my son was watching. Uh, um , the Straanger Things animation. So, I made a Straanger Things-themed dungeon room. Uh, I pulled it all off. It's the longest room among the Straanger Things dungeon rooms . Hollow Moon I also made things like that. I came up with all of this myself . Alright, shall we actually go in and play?

Claire: Let me ask you a question while it loads. Are you adding this to an existing game , or are you creating a new game?

Kat: No, I am creating a new room . My main intention in creating this feature is for people to share their own rooms . Then I could add it to my dungeon room. I made it local-only. And then they asked if I wanted to create an open room leading to another dungeon . Uh, I said no and told them to end the game . I wanted to use it for a demo. Uh, but that is a feature in the skills . So you will get questions like that. Would you like to make this? "Hmm, is this something that might continue or might not ? My intention is to add that kind of experience to the oldest dungeon exploration game, where people share their rooms, play together, talk to each other, and say, 'This is really fun.' I'm curious if there are others interested in building like me.

Claire: It seems like you have ambitions. I heard you're starting a live stream today . I'll post the link on Twitter. Once the live stream starts, I think this is really interesting—it's a method of distributing skills for game usage . I've never heard of a user experience like this before. Saying, 'You can go into this game and build something,' is completely different from saying, 'If you download this skill, the Codex will automatically build it into the game.' I think there are probably many people like me who keep the Codex browser open in one window and use it continuously, just like how you use an app through Kodak in another window. So, I think this model of distributing the skills needed to interact with an app is quite interesting, whether it's for a game or not .

Claire: Another thing I'm curious about is, for example, if we do this, the 20 or so people in this room each have their own Let's assume we add a room. How can we know if people are actually using it ? How can we determine if people are actually adding content to the site ? Are you considering the analytics aspect?

Kat: No, as an app developer, I don't have that kind of information. I can only use basic analytics tools . Basically, just visit counts and traffic. In the future, I plan to significantly enhance analytics capabilities to detect and investigate surging traffic and enable more proactive analysis . However, as a developer, I don't know who is creating and using this technology . So... what I'm hoping for is to use Twitter to share via hashtags. For example , "Hello, I'm making something like this." That's what I'm saying. Just like when introducing cool websites. Do you like that cool websites use this method ? "That's what I'm asking . And if you mention or tag me, I grow naturally. I'm not sure, but I like a natural community. I don't think a community needs to be formed in an Artificial Intelligence (AGI) way . I just want to meet people in person. I might be a bit old-fashioned, though.

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Claire: Oh, and I should talk about the game I made. You announced UltraFast , and I got the opportunity to test it a little early . The really cool thing is that I made a 3D game that is very similar to UltraFast. It is a 2x3 game. There was a 3D room game. It was a game played inside a lunar spacecraft, and three very cute 3D characters lived there: Pip, Astra, and another Astra . I don't remember the names well, but I definitely remember Pip . Each had their own room, and the feature to predict the future was really cool. "I lost. For example, Pip needs a bunk bed." " If you type that, Astra will make a bunk bed at super high speed. Also, autumn has come to Momo's garden." "If you type that, the leaves fall , and spring has come to Momo's garden." "If you type '...', flowers bloom, and let's go into the water." "If you type '... " a giant jellyfish appears, and let's remove gravity. It was like this: if you typed "...", another jellyfish would appear . Then, everything starts to come to mind. So I think we are really almost there. Not only can you create 3D games ( you made quite well, so give it a try ), distribute them (you've already taken care of that, right), and even integrate them. Really fast, really fast. I spent something like a thousand dollars, and I thought it was a real waste. The children said, " Please make the jellyfish into a hula dancer." Please let me dance ballet like a baby jellyfish . Please make chicken too. That's what they said . So I thought, 'Guys, we're just wasting money .' That's what I said. It's 8 times faster, but as Sam said, it's 6 times more expensive. Well, but as these models become increasingly smarter and faster , imagine what generative UI will look like—in a somewhat tedious way, like the current SAS method, where forms proceed as desired or widgets appear . I think the game's generative UI will be really interesting . It's going to be pretty cool .

Kat: That's cool. You are hinting at something really interesting . I liked the way you spoke, as if saying, "Okay, then let's make it," when children asked for something . You developed this game locally, right ?

Claire: Locally.

Kat: One of the things we are experimenting with on the site is a feature to bring inference results into the site itself.

Claire: Yes, that is exactly what I was going to ask .

Kat: yes . And it allows you to make requests to ChatGPT . The reason we are creating this is to allow you to enter a design mode and request various tasks from ChatGPT . We are also currently experimenting with this site widget . Since it is a very simple function right now, for example, "You are watching me debug because this function is n't working properly, right ?" "You could say that. You can do that here. Then we are returning to ChatGPT .

Claire: Yes. We are researching ways to incorporate user reasoning by integrating reasoning features into the site . I think it would be really interesting if people who want to play games could directly present their own reasoning . For example, imagine giving children allowance to buy as much as they can for games , and the children directly request things like, 'Please give me a bunk bed,' or 'Please give me a bed that turns into an octopus.' They could have conversations like that.

Kat: You probably don't understand my intention yet, though. Let's say there are children, but they already have allowance. How much of Mom's Kodak subscription fee could be spent? Hmm, we are going to use a 500-minute plan . It's like a family plan . It is call time that all family members can use. Yes, for Kodak.

Claire: Yes, I think introducing reasoning features would be really interesting. In real-time . Yes, it will be really interesting.

Kat: As a developer, I look at it from two perspectives: whether I can bring what I have imagined to the world or implement it for the company. That is really..." It’s interesting. Infrastructure requirements are going to increase. You’ll have to choose very carefully whether to support Insights, or deploy to the cloud and manage the infrastructure yourself. That’s a really interesting part. Another fun aspect is being able to creatively implement things that couldn't be made before . I jumped into the tech field because I wanted to become a game developer . My dream was to become a designer . I remember a really cute newspaper article. My friend’s mother worked at a local newspaper and used to interview all of us to write a column . I was 13 at the time, and I thought I wanted to be a game developer . I realized that actually bringing good ideas to life requires tremendous technical skills and creative ability. The most fun part of developing new models over the past three to six months has been being able to actually create the fun things I want to make . One of the things I made is a real-time sketching app where you draw on a canvas, and Astra draws over it . If you draw a hill, a snail appears; if you draw a face, a hot air balloon appears. That is it. I think we are now able to do fun things that we couldn't do before. And this is one of them. One of the reasons we created this website is to allow people to express themselves creatively . Of course, we can achieve better results through collaboration, but have you ever experienced more and more creative ideas coming to mind while creating something using Astra, especially when using Astra ? Ah, now I want to do this, and I want to do that. Like this. It feels like an endless flow.

Claire: yes . yes. It's really, really fun. I think the sooner the model is completed, the sooner creativity is unleashed. My creativity often gets suppressed when it is interrupted while a thread is being processed . So, it would be better if you could help me maintain a state of immersion.

Kat: Um , and I'm going to reveal my games too . I think it's really cool .

Claire: Yes, it's really cool. It's really cool.

Kat: I'm not sure if you'll understand, but this morning while chatting with Claire, I showed her the dungeon exploration game I made. Then Claire said, "Good heavens, I should show you another game, too." That's what they said. They are almost identical, but the only difference is that my game is dark and depressing, whereas your game is cute and fun . The really funny thing is that I am very much a Goth and I am raising very aunt-like kids . So it's really amazing how a happy world filled with light purple and pink was born like this. The old mother and Pip are the main characters. It's really, really cute.

Claire: And there is also a site gallery .

Kat: Yes, they are great sites. They are really great websites. You all know the ' cool list,' right? The one with the fun dancing animation at the very top . I basically created cool sites based on 'cool lists' . ' What kind of site are you making ?' in the community I asked. Please send me a DM, tweet, or any other way using the hashtag #awesomesites and let me know. So, many people sent me some great websites . Visit awesomesites.ai to check it out. There are also cool sites like this one created by someone. I should have uploaded it in advance. Hmm, someone made a piano .

Claire: Oh, that's really cool.

Kat: There are also sites that actually work . One of the sites I like is something like this . For example , this is a bus route map, and you can scroll to the end to view it and check things like the bus routes. I think it's really cool. For example , I think it would be useful when you want to create a site containing information needed for a business trip. Many people will use sites like this . I'm going to Paris, but I have no idea how to take the train . Then you would need a site that tells you how to ride it . That is when you think that . So they are going to make the site really fast so you can browse. There are also many games made by people here . There is a simulation world and a Minecraft clone, but I do n't know how to do this, so I'm completely failing. It is a good place to look around at what other people are doing and get inspired . The address is awesomedashsites.awesomesites.ai.ai .

Claire: yes. It's perfect. great. Our time is almost over now . I'll just ask one question. The theme of this episode is that you and I are twin stars orbiting the Codex Site . So, I’m going to find out the most important AI question I ask all guests: what do you think when the Codex confuses you during a live demo or doesn’t work the way you want it to—in other words, when you can’t build a site?

Kat: yes .

Claire: This is a difficult question to ask even your parents . Because you know . Are you going to scream? How do you give instructions?

Kat: Oh my god , I yell at my Evan all the time. And we also say "Please " and "Thank you." I am a very polite person, but I do get annoyed when things don't go the way I want . But since Evan has no emotions, he doesn't care about things like that . Also, I really hate doing things I don't want to do. Of course, it could be my mistake, though . "I think, 'Ah, they must be doing exactly as I told them to.'" However, I get really angry when Evan starts making assumptions on his own, especially when he tries to send emails or call other people on my behalf . "Don't do that !" Shout that and scold them severely. Then they won't do that kind of thing in the future, right? I want to protect Evan. That is my voice. I think signing it with my name and sending it to someone crosses the line . So please, absolutely do not do that . All the emails and Slack messages you send are sent by me. Of course, there may be parts inspired by the Codex . I use the Codex really often. I use the Codex for both research and writing, but I do n't like the Codex writing for me. Recently, a bot started writing posts on my Slack community for me , and I noticed people were exchanging comments with each other . So I said, "Everyone, that is not me. Please do not encourage artificial intelligence to impersonate me ." He said.

Claire: Yes, you are very firm. Ah, let me ask you an important question. What is the puppy's name?

Kat: My dog's name is Mogwa. yes that's right. It is a very small miniature puppy. My dog ​​ is a Husky , and I named him Mogwa after Gremlin. Isn't it really cute?

Claire: My dog's name is Bay. Bay, oh bay. Yes, it's really cute. It's pink. It's really lovely. It was a really fun time. Thank you for showing me the sites. I covered business sites, algorithm-related sites, personal software, and even sites for fun and profit— these are the things I call 'cool sites'. So, now that you are about to post this, where do you think these wonderful people will find you? And how can I help you ?

Kat: I use the username SimSoka on all social media, including Twitter . You will be able to find me there . If you have any questions or comments, please send a DM. Feedback on the site is also welcome. I always ask for feedback. So, if you follow me, you will be able to see me asking for various feedback . I'm telling you in advance .

Claire: That's cool. Thank you for inviting me. Welcome to Substack , and thank you for joining us on How I AI .

Kat: I am happy too. thank you.

Claire: Thank you very much for watching . If you enjoyed this broadcast, please like and subscribe on YouTube , and even better, leave your thoughts in the comments. You can also find this podcast on Apple Podcasts, Spotify, or your favorite podcast app . We would appreciate it if you could leave a rating and a review so that others can find our broadcast . You can find more information about all episodes and broadcasts at howiai.pod.com. See you next time.