and we are back What an amazing session by by Fushbu on leveraging AI uh for for digital businesses I think it was amazing I think it was extremely insightful Uh and you know please show some love to Hushbu on on the on the chat uh let her know how the session was I think I think it would be uh it would be a great appreciation for her as well And don’t forget to show appreciation for for Brent as well one of our star hosts for for this for this event Uh I’m going to be taking uh you guys forward with this event with a panel discussion But before that I have a few announcements to make U this is a reminder for the Easter egg activity that we have been doing throughout this session Uh we have hidden some Easter eggs very strategically uh on different areas of the event You might see some on the stage you might see some on on the ex expo you might see some on the lobby So make sure to go around the event platform and look for those Easter eggs and uh refer to the talk in the comment section which is pinned over there so that you can submit your Easter eggs findings by the end of this event So and the winners obviously will be announced uh by the end of day two which is tomorrow Now moving on to the session Uh this session is basically uh on AI and WordPress And today we have an an amazing an amazing panel for you guys to uh to enjoy So I’m going to be pulling up uh our panelist one by one on the stage giving an introduction about everyone So first up is James Lee Page Uh James is the director of engineering AI at automatic leading innovations at the intersection of WordPress and artificial intelligence Uh so thank you so much James for for being here at the event and uh being here with us for this panel discussion Next up is Jeffrey B Paul director of open source at Tennup and longtime WordPress core contributor Jeffrey it’s an amazing uh pleasure for you to be here and honor to have you on the stage with us Uh next up Felix Ants senior software engineer at Google and WordPress core committer He is focused on improving performance and user experience across the open web Uh and last but not the least Pascal Brachler senior developer re relations engineer at Google and co-lead of the WordPress AI team So uh this is a powerhouse panel over here guys If you are a WordPress fan if you have been using WordPress for regardless of what period of time this session is for you because WordPress is doing a lot in terms of AI and this session is all about that This session is about what WordPress is doing in in the AI space How is it beneficial to uh to agencies and to small businesses and how anyone in fact can can benefit from the AI capabilities of our favorite CMS So thank you everyone for being here Um it’s it’s an honor It’s a pleasure to have the entire WordPress AI team on the panel uh for the for this event Uh before I move on to the question uh just wanted to make another announcement that uh when we started this event there was an issue with the chat uh what I want all the viewers to do is just refresh your page uh so that the issue can be resolved because obviously it’s resolved at the back end but if you can just refresh uh for the safe side you won’t be uh seeing this issue from now on All right So uh let’s move on for for the session and let’s move on to the to the questions in fact So my first question is obviously around AI and the WordPress right i mean and this goes to I think James Lee Page I would want your sort of opinion on this first What are your individual lenses into the intersection of AI and WordPress and what do you expect to bring to the AI team yeah sure we’ll do the round table So my my fascination with WordPress started 10 10ish years ago and I was a freelancer and then formed an agency and worked through that agency and in university I studied AI Um and as AI became more powerful in what we all think about AI as today with these generative models and these LLMs I began to very much so fixate on how we can lift WordPress up with this technology WordPress is this super massive open-source project that powers so much of the internet and my livelihood and so many others livelihoods are based on this platform Um I saw a pretty big opportunity personally and individually with AI and WordPress in building these sites in helping maintain and manage these sites and then in extending and creating new experiences on the open web for the folks who visit the sites that we build Um so that was kind of my immediate focus I then formed a startup uh very creatively named WPAI to go and build with that Um and that experience in WordPress and AI and also my day job here at Automatic building AI products through this company um with the really talented group of of folks is is kind of that that aspect of what I bring to this team the understanding of deeply understanding AI deeply understanding WordPress and figuring out how do we build the building blocks for other developers and also the features for individuals to really allow WordPress to thrive in this AI era Um I’ll pass it off to Jeff Yeah So I come you know at this WordPress AI team from the agency side of things right uh fueled and tenup Um we’ve historically built um you know not just sites or apps for clients like you know Google Microsoft Warby Parker um and you know some large government entities as well um but we also through the open source practice that I help run uh maintain two dozen different uh plugins in the WordPress space contribute to WordPress core um and then partner with folks that want to build uh open-source projects as well And uh we’ve been working on classify which is an AI plugin in the space since 2018 So we’ve got uh some very historical understanding of what the space was like back then how it’s advanced to now Um and so you know coming to the WordPress AI team with that lens in mind right like the agency kind of enterprise use cases um and just the uh concerns you need to worry about when you’re building a plug-in that uh is used by by folks both at the agency side and down to like the general consumer side of things Um so which is you know going to be different experience than than Pascal and James and Felix but I think uh extremely valuable to the team to have that agency consumer focus Uh and then in terms of the project I’ve been active since uh call it like August of 2016 2017 um in working on major releases So very familiar with you know just how how things work within WordPress core uh and excited to pair with the folks here to you know elevate what the project can do from an AI perspective not in a fragmented way with different people going in different directions but trying to have a concerted you know centralized approach um and building those things from core outwards that then others can leverage to you know do some really interesting uh work in the AI and WordPress space Uh and I will tag Pascal to go next Sure Thanks Um yeah so my background is uh more from the WordPress contributor like core uh committer um side of things I’ve been doing uh WordPress for like I don’t know almost 20 years almost as long as WordPress exists basically Um and I did a lot of work uh on the performance team uh which is also relatively new and and uh I think for the AI team you want to um pursue like a similar approach with like feature projects and feature plugins that we did with the performance lab I all have a background with uh WPCLI so the official command line tool for WordPress which I’m a maintainer of and there especially I did some explorations with uh MCP support in WordPress the WordPress is like an MCP server but also client um I also am a huge advocate of uh web AI so anything that can run on device in your browser without any third parties and uh Those are the things that I want to uh push a little bit Um Felix Yeah Um I’ve uh kind of little similar background to Pascal I’ve also been um contributing to WordPress core for many years Uh actually I got my 10y year contributors coming up in five days So I’m very excited for that Um uh yeah I’ve been contributing to WordPress core since then um um heavily focused on um one of my favorite things is building APIs Uh so I’ve been involved maintaining the rest API component of WordPress for a long time Um and uh in the more recent years uh yeah one of the co-founders of the performance team and as Pascal said we would that’s we would like to bring the some of the successful approaches of the performance team to that new AI team And then for AI specifically my um intersection with WordPress is uh that I started this plug-in called AI surfaces last year which is supposed to um yeah built close the gap between developers wanting to build AI features in their plugins um and having to do all the plumbing themselves to even connect to AI provider Um which that leads we don’t need to get into this just yet but it leads to a bunch of different problems the way it’s currently going Um and uh most developers for plugin when they build a plug-in they want to build AI facing features They don’t want to build the plumbing But I love building APIs So I’m I’m really happy to take that load for for other developers So that’s kind of how I got to AI Yeah that that’s awesome guys and I think that sort of brings me to my to my next question because you each individually you know reflected on what your focuses are and what your priorities sort of are based on your own experiences and preferences but what are the current focuses of this WordPress AI team like what it is currently working on right now as we speak Yeah I’ll jump in and and and folks can kind of fill in the gaps if I forget anything So uh first off I’m going to put a link in the chat to make.wordpress.orgai That is where you can understand everything that we’re doing And this team like mentioned by Pascal and Felix is modeled off of the performance team the performance team did a lot of things and does a lot of things really well including uh communication like here’s what we’re doing here’s why we’re doing it here’s how we’re doing it we’re trying to do the same with AI to answer the explicit question of what we’re focusing on um the first focus of this team is uh enabling developers within WordPress to build in a unified way and as Felix kind of alluded to with his AI services work Um but also related to a lot of other things uh AI adjacent in WordPress We have noticed uh over the past couple of years as AI has become more powerful and more prevalent in software uh a lot of people doing their own things and when you do your own things there’s a lot of uh duplication of work So somebody may choose to interact with open AAI or anthropic in this in their own special way uh and then another plug-in re-implements the same exact thing That can be uh the same case for how we’re exposing this functionality to these LLMs and to this AI can be the same case for how we interact with WordPress uh and AI externally So the focus of this group is to say okay now within the WordPress project there is this core group and this is the surface that all of the AI work can go through and all of the people building AI in WordPress can look at this group and say here’s what I’m doing and here’s what I’m thinking and it’s up to us to say okay from all of this mind share uh we’re going to go and create and maintain these shared building blocks blocks these shared packages for you the developer to use and infuse AI into your own plugins These building blocks will also be used to extend WordPress core should that become something we want to do in the future Um because this is work stewarded by this core team There are three primary building blocks and they’re mentioned in the makewordpress.orgai org/ai blog and those three building blocks are a provider agnostic LLM client abstraction and that is what Felix just mentioned uh how can we make it so regardless of what plug-in or regardless of what solution or implementation you are developing um it’s all interacting with AI providers in this one unified easy way that’s helpful for the developer because it’s one symbol simple and single implementation It’s helpful for the end user because there’s for example one place that you put these API keys not five different places Um in addition another focus is tool and resource definition and registration So if we can talk to AI models we also need to be able to provide these models uh in a unified way almost a list of what WordPress has to offer and what these things can do on WordPress could be as simple as hey I want you to just stream text into this input field but it can be more complex where it’s a plug-in registering a lot of these tools and capabilities and saying AI and developers you can go and build in this uh specific and unified way to connect to this LLM and then go and look at these features and abilities that are exposed by this plugin and do things um with that plugin Final thing is an integration bridge uh primarily focused on MCP As Pascal mentioned he has a lot of background and experience in experimenting with that MCP is the most predominant protocol to allow software to talk to thirdparty AI and that plugs into our general strategy of if we can register the features and abilities of WordPress core and uh individual plugins in a unified way then we can expose them out to clients like Claude and OpenAI So those are the three building blocks and there’s more detail in the the the blog makewordpress.orgai Um and all of these three building blocks are intended to enable other developers to build in a unified way allow us to experiment and explore should AI features be brought closer to WordPress core And all of these packages and tools are built in this canonical plug-in style that was kind of proven to work very well with the performance team and it allows us to iterate pretty quickly get these things out to folks in a formal official way and explore should these things be brought closer to core merged into core um etc etc So that’s what we are currently focused on as the AI team Am I forgetting anything yeah awesome James that was my next question So is is there anything else that anyone else wants to add Pascal Phoenix or or Jeffrey if that you know James may have missed out or anything else that you want to add to this to this thought i’ll jump on and just note that um a lot of what James talked through there are kind of like developer experience tooling sorts of things and and I think just want to amplify that um I think all of us have seen individually as we built things in the AI space the kind of table stakes things that you have to build um to get to actually like having benefit of AI doing a thing for you um you know this team is hoping to help alleviate a lot of that um to then power what people want to build on top of the um those toolings There is a demo showcase plugin that we’re intending as well that will kind of show how some of that can work within the WordPress um you know admin and authoring experience But we’re it’s also not just going to be the four of us right like James Felix Pascal are extremely brilliant I’m along for the ride But it’s really the community right that that is going to you know hopefully help contribute to these developer experience tooling sorts of things and then also have the really brilliant ideas the clients they’re working for the sites they’re building for themselves that going to you know help create you know what is really the WordPress AI um functionalities that are coming in the future not just going to be us force So like while we’re trying to shepherd this process along the way we do need people to come you know as J uh James mentioned to uh the AI team and to our our make blog and to the Slack channel to help contribute and bring these ideas in So like while we do have a foundational road map in mind from there we’re just trying to fuel the ideas from the community So it’s it’s not just us It really is you know others that are interested in being at that intersection of WordPress and AI to to join us on this right it’s not just us for there’s only so much we could do realistically anyway And to to add um to add to um Jeff you said uh the big focus is right now on developer experience which I would agree with but I just want to call out that this is eventually going to benefit user experience because that’s that’s why we’re doing this Um um we’re not just building something nice for developers but we build it because there are without having this there are certain problems that developers are facing that then translate to user problems Like at one of the examples uh I think James you hinted at that is the the on the provider agnostic from the provider connection side today as a developer you have to implement this for yourself by yourself Um and then because it’s a lot of work to do that you probably only do it for one provider because you’re not going to do the same thing 10 times for 10 providers Um that leads in the end to a user pro facing problem because um let’s think this further We don’t only use one plug-in on our WordPress site So let’s say at some point in the future you use 10 AI based AI based plugins in WordPress and you would need to get subscriptions with let’s say five for different model providers um that would get expensive and it would get unnecessarily expensive for you right like many users have their preferred um preferred models their preferred provider and it would be great if they could use that without being and not be forced into we’re using another one just because I want to use that plugin and that’s one of that’s one of the userfacing problems that um some of our tooling hopefully will solve via going through developer experience but at the end the goal is to improve user experience Yeah that’s that’s an interesting point because because initially the focus felt like is what was too too much towards developers and improving their workflows and and benefiting them mostly but Felix you mentioned it very correctly that the goal is to improve user user experience at the end of it right the end of the day we want to improve uh user experience for for WordPress users which sort of brings me to my next question u and you know just wanted to just want our audience to basically know uh that is there a road map or aspirations for these focuses i mean you mentioned benefiting developers you mentioned benefiting uh user experience at the end user So is there a road map have you like started working on things that we can show anything substantial that has been already you know is is in is in the works that you know you can basically tell people about Anyone can take this I mean Jeffrey if you can if you want to start or Pascal yeah anyone uh in short we are working on it Yeah it’s not it’s not there Yeah go ahead So we we discussed uh some of the major focus areas that James mentioned in the past and like the the bi-weekly Slack meetings that we have and the WordPress Slack we’re planning uh on publishing more thorough road map uh hopefully very soon Yeah And also related to that with the shared package or with the shared building blocks approach and the messaging around that and also kind of why this team exists and shaped up the way it did Um each of these building blocks are essential to create AI experiences in WordPress And each of these already have not been solved and not been proved but at least experimented with by folks on these on these on this team So for example Felix worked on AI services which will directly inform how this shared thing exists So if agency owners or individual developers are interested in the thoughts there you can look at that prior reference and you can look at some of the uh messaging and information that we’ll be publishing soon about that Same with the unified way to register tools and resources on WordPress automatic built a features API for that specific reason and that’s something that will be then shaped into a project that goes closer to core Same with the MCP work Uh Pascal worked on AI command automatic worked on WordPress MCP and even classify is a great example of how you can tie a lot of these things together into userf facing features for users Um so with all of that said there will be more messaging in the future as to how these packages shape into these building blocks that are these official core canonical plugins but there’s also reference that already exists And right now is the time to be a part of these conversations and looking at these packages and saying “Hey my agency or my plug-in or my client could absolutely use these specific things and I’m seeing it missing from these building blocks Is there a way to include that into the design of these APIs is there a way to do this in the future is there a way to do this now and that’s really important for us because as Jeff said it’s four people right in this room And we’re the ones helping define and steward this work But this work isn’t going to happen without community involvement on the input side of things and on the contribution side of things Awesome Now let’s move on from this specific team and what it is doing to a bit more generic point of view that I want from every one of you and I want to put the spotlight first on Jeffrey uh by asking that how is AI currently being used in WordPress site building tools for example like element or bricks or maybe others that I missed out I mean I know that um uh Miriam and the Elementor team um like probably other large um plug-in shops other uh you know page builder companies um as well as you know hosts in the space have various AI tooling Um you know so folks that are leveraging those tools um be that you know elementor bricks or you know existing on a particular host um you know those all have AI functionalities a lot of the AI functionalities can be similar in a way of generating text generating images perhaps generating entire sites or pages um of content right um but um kind of the problem that uh the project at the project level is that that is all being individually done with those you know those hosts those plug-in companies and not having a kind of a centralized approach to a similar developer experience a similar user experience Um so that’s you know what this team is trying to put in place Um you know for folks that are using Elementor and and some of these other tools that you mentioned hopefully they’re familiar of what those teams have built Um and uh hopefully what the WordPress AI team does will help those teams um you know focus more on you know their specific user base and the needs that they have that are you know there might be some things that are shared with uh the needs that are coming from the WordPress core team and the WordPress AI team Um but then also things that are unique to their audiences um you know for element or specific hosts So um don’t know if there was uh you know specific AI functionality you were curious about there Um you know I can certainly talk about functionality that I know that we built into um classify Um so yeah we just don’t know if that covered what you were looking for there Yeah that that was that was great because right now like we are in like seeing on a daily basis almost that you know AI site builders are popping up uh every now and then right I mean and tools that are already working on site builders that are already built on you know this foundation are and you know adapting AI to to further ease the process of building their websites and now I think even some hosting companies have started to roll out site buildings and site builders and AI site builders for that matter So just wanted to you just wanted your thoughts on on how AI specifically is being currently used by by by WordPress you know companies think you know brands that are sort of using WordPress and sort of leveraging it for for their users Anyone else wants to add anything toward to what Jeffrey just said James Felix any sense yeah I I want to shout out the uh automatic AI website builder through WordPress.com um that’s a WordPress.com product but it creates sites in native Gutenberg And then I’ll also shout out um in a uh competitorfriendly way the stellar sites team They have a really interesting product as well that does a similar type of onboarding experience uh in WordPress And then recently at WCEU there were several smaller companies kind of showcasing some of their AI features Uh for example the Plugans team for an AI plug-in search and a related AI agent for WordPress And then also some smaller projects I I know the developer behind Command UI is working on an AI feature as well And we’re kind of seeing this blossoming of AI because people in WordPress need it But as Jeff said all of these things are being built in kind of fragmented ways And it could be more efficient if we’re all sharing the same packaging And also when you think about kind of the end state of what happens when every plug-in in WordPress and every solution in WordPress has AI it it will be helpful to be using these shared packages to be able to hand off and be able to not have conflicts or clashes between Elementor flowing into maybe a support agent within the WordPress admin or examples like that So uh there’s a blossoming and it’s nice to see but it’s also something that I would love to number one enable more people to do easier and number two make it easier for those already building AI to accelerate and share the common things that everybody’s building Awesome Uh my next question I think it would be very interesting for for the developers and designers that that we have in our audience today and I wanted your opinion on on how do you think that the role of a web developer or a designer evolves in the next two to five years u with obviously the advent of AI uh where do you think that these roles are sort of going and how can developers and designers sort of adapt to uh to this change i want I want Pascal to sort of shed light on this because he regularly speaks with developers and he may have some good insights for us So Pascal you’re on Thanks Uh so what I would say is many people many developers maybe at the moment would think like oh AI is going to replace me and and will take my job because it can do all the coding for me Uh but I think AI is more an enabler for developers like it will enhance your skills and make you a better developer Uh it can take some some of the like the the boring tasks uh away from you and and help you uh really get off the ground quickly and and really enhance your skills and not not replace your skills Um so that’s where I am seeing um developers heading in the next few years or even months because it’s such a fast-paced thing To me um to me yeah I would agree with that It’s I think AI as a developer can give you a big big productivity boost and uh yeah especially on tedious tasks Um there’s sometimes as a developer you need to do something that’s that you have to do but it’s super boring and uh especially often those tasks are perfect use cases for AI because AI can like I think very structured task is is what AI is really good at and um so they can take a lot of work away that can take a lot of work away from you um that is that would otherwise be tedious but it’s not going to take your job away from you because critical thinking architecture of a software project AI is not going to be able to solve that Um at least not anytime soon Um I doubt it’s I’m I mean never say never but it’s going to take a long time until it can realistically compete with uh us humans in that And um I think one one thing I want to call out is maybe in the long run as a developer you need to um focus more on think about think about today there is team leads that lead teams of developers that um that kind of uh rather than doing all the coding themselves they kind of oversee the coding make sure everything is going well and is aligned and I think that’s where maybe with AI I AI with AI um that skill set becomes more important with time because you may not you you may not direct another team of people but you may direct a set of AI agents to do some coding tasks for you Um so that doesn’t mean like I don’t know I’m not I’m not a personally for example I’m not a big people person So I you don’t have to be a big people person to do that work but you have to maybe I think it’s important to step up like your um your communication like in terms of and and of course that’s communication works differently between people and AI but some of the skill set is adjacent between leading an effective engineering team of people but also leading an effective team team of AI agents Yeah I’ll also chime in in terms of my agency experience So uh back in 2018 I think we actually used Classify because they had a and still do have a an alt text feature for images And that was one of those examples of something that we didn’t really want to do but alt text is very important in terms of accessibility It’s something that you should do for your clients And for us it was like I would much rather devote my time and my developers time towards solving the problems that the client has come to us with because this is why we’re hired We’re hired to solve the client’s problems So let’s think about the design and the flow of the site and the look and the feel and if we’re going to build custom plugins or if we’re going to glue together existing solutions and the stuff that we get hired for Um and that was something that we used a long time ago before even the generative boom And now within automatic we’re building these products to help um alleviate some of that tedious work I don’t think it’s going to replace the need for agencies and it might in fact make the skill set of agencies and developers even more uh valuable because even now like folks if they really wanted to could build a site and they could build a site through Gutenberg or Elementor or bricks but they choose not to because they run their businesses and they have their own priorities and focuses and they hire an expert to think about this for them So I can kind of see the role of how we do these things changing in the future and maybe the tooling and the process changing a bit But in terms of why folks get hired and the jobs that we do I don’t really think that will change And I think like Felix mentioned the critical thinking the ability to really go and connect with a client and understand their needs and translate that to here’s how I will go and actually solve your problem Um and in many cases I will be coding and developing and designing In some cases I will be assigning that work off to these agents or AI assistants or whatever that looks like Um just as we we we kind of transitioned from pure HTML to custom themes to using page builders It’ll just be an evolution in how we interact with our clients Yeah I don’t want to be left out of the squared answer I guess I’ll jump in an answer too Um I I shared this the other day and I probably should have gone back and double checked the actual source of it but I know um Phil Crum who heads technology at at Fueled uh kind of summarized it as you know it’s not AI that’s going to come and steal your job It’s somebody that’s smartly you know expertly leveraging AI that you need to be worried about right so developers designers project managers if they’re not exploring um how AI can be used if they’re not actively leveraging it um like Felix mentioned to kind of uh offload some of the maybe redundant things that aren’t interesting and and leveraging their creative time to be creative right let the human brain do that Um that’s where you’re going to fall down right like you’re going to lose out to agencies that are smartly creatively you know using AI That’s that’s going to be the the difficult bit Uh and not that just AI is purely going to come and take all of our jobs itself Awesome Really good insights guys Uh let’s move on to the Q&A uh from the chat I think we have time for a couple of them So let’s see what the chat looks like I saw a very interesting question from Jill by the way uh which is a followup of a previous question but what I think she is trying to ask is um how so is are you basically building your own AI platform is it like a new product what are we sort of doing with AI and what this team is sort of focusing on so Pascal can you can you just briefly answer this question and I want to I want all of you to sort of chime in as well sure yeah I think I have tried to to answer that one on the chat and I hope we answered it a little bit in the discussion before Uh so we are not building our own AI platform Uh that wouldn’t make sense I don’t think WordPress can compete with you know the big uh corporations in like trying to build like its own AI or AI platform What we do want to do is uh put together these building blocks and the foundational uh implementations so that you can use any existing AI platform with WordPress easily uh without any vendor locked in vendor lockin uh so that you’re not tied to a specific provider Um but yeah no uh custom AI platform I also think it it depends on what the definition of AI platform is because with this building blocks approach there’s definitely the ability to say I’m going to use this model and chain together these various features or abilities and kind of take these building blocks that we’ve been given and automate things and create uh AI features and kind of build using the blocks like the entire point of our work is to enable that type of stuff So I wouldn’t expect WordPress in one year you fast forwards and you look at version 7.0 or 7.5 and it’s this like AI builder platform but I would expect to see and I would hope to see plugins surfacing using these new core features and core adjacent features to go and offer the functionality that the market and users want which is kind of how WordPress has always operated you you use what WordPress has to offer and you extend it to do what you want And from that we got learning management systems and page builders and all of these different things not created by core but enabled by core And um I could definitely see things like that happening with the the work that we do here and I would love to see that type of stuff happen Awesome I think uh we do have time for one more question Let’s see if there’s one in the chat that we can pull up on the screen I I do see that we have answered more or less every question that there was on the chat Um yeah so I think there are more comments rather than questions It’s someone like for example Jill says that it’s someone who actually knows how to use AI will steal your job like what Jeffrey said that it’s not AI is going to steal it but it’s going to be someone who knows how to use it better is going to come and replace you Um so yeah I mean I think this is it from from from the session for now We are right on time to to conclude this session I want to thank all the four panelists for being here on on this on this session and taking time out of their busy schedule and to be here and to educate us on what the AI team of WordPress is doing and what they think on different developments in the AI space So thank you so much Pascal Jeffrey Felix and James for being here and making this event even more more insightful And as for you folks uh there is an announcement that there is a leaderboard that we have for this event which uh winner of which will be announced by the end of day two So all you have to do is engage in the event ask questions uh leave comments uh interact with with the other members and the more you do that the more you move up the leaderboards and the winner will be announced by the end of day two tomorrow So don’t forget to do that Uh after this we have the AI word hunt It is an activity and u the winner will uh will get a prize uh by the end of day two as well So make sure to stick around for that Uh we will be back in about 10 minutes with the AI word hunt activity Until then stick around and don’t forget to engage in the event Thank you guys Thank you so much for being here and uh we’ll see you soon All right