WEBVTT NOTE Sentence-level transcript of https://www.youtube.com/watch?v=0S8xe9ftGTM NOTE One cue per sentence. Cue ids are the line anchors on /transcripts/0S8xe9ftGTM.html. A cue ends where the next begins, or 2 s after its last word. s1 00:00:00.000 --> 00:00:03.040 Sixteen snow about AI engineering World's Fair. s2 00:00:03.040 --> 00:00:04.000 Hi, I'm Swix. s3 00:00:04.000 --> 00:00:13.640 If you didn't know, I'm one of the co-founders of AI engineering and there's uh 15 of us now working really hard day and night, even on weekends, to bring you the show. s4 00:00:13.640 --> 00:00:22.080 We've been really uh overblown by how uh positive the response has been, especially uh for this World's Fair. s5 00:00:22.080 --> 00:00:28.960 And we figured we should post some kind of update uh from people behind the scenes, but we didn't have a ton of budget to do it. s6 00:00:28.960 --> 00:00:37.480 So, this is me and my uh working place and uh doing all this in one shot. s7 00:00:37.480 --> 00:00:43.800 Uh we did we you know, we don't have like we're we're busy producing the show, so we just wanted to give you an update, give you a guide. s8 00:00:43.800 --> 00:00:44.800 If you're new, welcome. s9 00:00:44.800 --> 00:00:51.240 If you're uh an AIE veteran, there's a lot of new things that you should be aware of that we're trying out this year. s10 00:00:51.240 --> 00:00:53.680 That's why we're making this. s11 00:00:53.680 --> 00:01:04.800 So, um if you stick around, I've been told for YouTube purposes, I'm going to tell you how we're going to be getting all these exclusive attendee perks uh featuring $38,000 s12 00:01:04.800 --> 00:01:08.040 in terms of uh sponsor offers, which I'm very excited about. s13 00:01:08.040 --> 00:01:11.080 So, stay tuned and hit sub. s14 00:01:11.080 --> 00:01:17.200 Um the general vibe of this video is we want to show you a little bit behind the scenes of what we're building. s15 00:01:17.200 --> 00:01:20.880 Um and uh I figured, you know, like I think the I like the number six. s16 00:01:20.880 --> 00:01:23.800 Six is good like well, not too many. s17 00:01:23.800 --> 00:01:30.840 Like there is a lot of stuff going on when you're organizing 600 people, but here are the big six things that you might Okay. s18 00:01:30.840 --> 00:01:34.080 Well, first thing, it's bigger than all the previous AIEs. s19 00:01:34.080 --> 00:01:41.280 I almost wanted to say it's all previous AIEs combined, but that's not exactly true cuz if you do the math, we actually we're we're a little bit over that. s20 00:01:41.280 --> 00:01:44.760 Um but a lot of it is I I mean, size is one thing. s21 00:01:44.760 --> 00:01:48.360 I think size um there's such a thing as too large anyway. s22 00:01:48.360 --> 00:01:52.400 So, size doesn't appeal to me or to a lot of other people. s23 00:01:52.400 --> 00:01:57.840 Uh but one thing one thing it does do is offer us the space to give everyone a little bit of something. s24 00:01:57.840 --> 00:02:06.080 And really, how do we think about AIE is that it is a buffet of things that you might be interested in that we are curating for you. s25 00:02:06.080 --> 00:02:11.200 And one ticket basically cover your selection of all these things. s26 00:02:11.200 --> 00:02:17.040 Um so, we've grown a lot over the last six, seven events that we've done. s27 00:02:17.040 --> 00:02:26.840 And also, as you may have seen, the really successful my Melbourne, Miami, and Singapore event with Paris coming up in June. s28 00:02:26.840 --> 00:02:29.320 Um we've also really grown a lot on YouTube. s29 00:02:29.320 --> 00:02:31.200 I just It just shocks me to see the growth. s30 00:02:31.200 --> 00:02:35.959 Like, we thought that AIE World's Fair 2024 was big. s31 00:02:35.959 --> 00:02:40.120 Uh and now we're roughly 10x the size as well just for Europe. s32 00:02:40.120 --> 00:02:44.080 Uh and we're expecting this to the largest AIE that we've ever had. s33 00:02:44.080 --> 00:02:49.200 So, we're really glad about the all the support online. s34 00:02:49.200 --> 00:02:59.880 Um the way that I'm thinking about curating this is that we're bringing back some roughly about 50% topics that are evergreen and then throwing away the other 50% and completely s35 00:02:59.880 --> 00:03:03.840 um adding new completely new topics that are super relevant. s36 00:03:03.840 --> 00:03:08.280 Um our top tracks are like auto research that didn't exist last last year. s37 00:03:08.280 --> 00:03:16.280 We've split out um the sort of GPUs track into inference and post-training and pre-training, uh which is the data quality track. s38 00:03:16.280 --> 00:03:19.560 And then we've also added memory and continual learning. s39 00:03:19.560 --> 00:03:21.480 We've added verticals. s40 00:03:21.480 --> 00:03:22.640 We'll We'll talk about all those things. s41 00:03:22.640 --> 00:03:26.200 But basically, the idea is that it's larger than ever before. s42 00:03:26.200 --> 00:03:31.000 Uh compared to last year, there's there's there's an actually a whole extra day of extra content. s43 00:03:31.000 --> 00:03:33.840 Um I know a lot of you are planning to fly out on July 2nd. s44 00:03:33.840 --> 00:03:34.640 Don't. s45 00:03:34.640 --> 00:03:37.200 Um it's actually some of the best stuff that we have. s46 00:03:37.200 --> 00:03:42.080 Uh so, as far as I can convince you to stay on America's birthday, you should. s47 00:03:42.080 --> 00:03:42.760 All right. s48 00:03:42.760 --> 00:03:46.200 Uh part two is even the expo itself. s49 00:03:46.200 --> 00:03:51.400 Um part of the dream with World's Fair actually is that the talks are kind of optional. s50 00:03:51.400 --> 00:03:54.440 Like, um actually what you want to do is the hallway track. s51 00:03:54.440 --> 00:03:59.160 Actually, the whole point of a conference is to meet in person because everything's recorded anyway. s52 00:03:59.160 --> 00:04:01.480 Um, and you can spend the whole day. s53 00:04:01.480 --> 00:04:08.240 There's actually four Expo stages for people just talking about, um, you know, all the stuff that they're shipping and and launching and and answering questions. s54 00:04:08.240 --> 00:04:12.040 And some of these are actually really popular uh, on YouTube. s55 00:04:12.040 --> 00:04:14.320 Obviously, like everything's recorded. s56 00:04:14.320 --> 00:04:20.720 I think obviously, the interesting thing is like the stuff that you get off right, like which is real real real offer. s57 00:04:20.720 --> 00:04:21.440 Yeah, it is. s58 00:04:21.440 --> 00:04:32.080 Uh, but it to me it's really insane that for the price of an Explorer Explorer ticket, which is kind of like our cheapest like uh, entry-level tier, um, you just get to just wander the the floor. s59 00:04:32.080 --> 00:04:36.560 Uh, that to me that was always the vision of a world's fair as compared to a summit. s60 00:04:36.560 --> 00:04:39.280 Um, the world's fair itself, it's so compelling. s61 00:04:39.280 --> 00:04:45.720 The Expo has everyone relevant uh, that you just wander and you catch up on AI engineering for 2026. s62 00:04:45.720 --> 00:04:47.840 It's a pretty good deal. s63 00:04:47.840 --> 00:04:51.919 Um, compared to last year, this is how it was last year for 2025. s64 00:04:51.919 --> 00:04:53.760 It is roughly 4x bigger. s65 00:04:53.760 --> 00:04:57.680 Uh, we've got a lot of entertainment, so it's not all just business business business. s66 00:04:57.680 --> 00:05:05.080 Um, it is at Moscone West, which um, we, you know, we've we're very familiar with now and we're really loving hosting the show there. s67 00:05:05.080 --> 00:05:07.640 Everything happens in that building. s68 00:05:07.640 --> 00:05:10.280 Uh, but we're really using the space really well, which I'm really liking. s69 00:05:10.280 --> 00:05:14.200 So, we're starting to sort of name all these streets. s70 00:05:14.200 --> 00:05:22.960 Uh, one of the things that you might like seeing as an Easter egg is Attention Avenue, uh, Backdrop Boulevard, Context Crescent, and Diffusion Drive, that's my baby. s71 00:05:22.960 --> 00:05:27.120 Uh, keep a look out for the water stations as well, that's that's also another really fun one. s72 00:05:27.120 --> 00:05:28.360 As well as a lot of the robots. s73 00:05:28.360 --> 00:05:32.800 Uh, we're starting to serve things that are not human in AI as well. s74 00:05:32.800 --> 00:05:37.000 Um, and also something I'm really proud of is all the great logos that we have. s75 00:05:37.000 --> 00:05:41.320 Uh, which I which I'm just saying, like it's really everyone at AI in AI engineering. s76 00:05:41.320 --> 00:05:45.160 So, if you want to catch up, this is the spot. s77 00:05:45.160 --> 00:05:56.680 Um, the other thing that I often talk about when uh, like when sort of explaining like what is our trend of AI engineering, um, it is that we want to be inclusive. s78 00:05:56.680 --> 00:06:00.600 We want to sort of grow the audience a little bit every every single year. s79 00:06:00.600 --> 00:06:06.160 And the relationship with industry and research is something that is increasingly important, I think. s80 00:06:06.160 --> 00:06:17.640 Um, in my podcast conversations with the labs and the researchers and all those things, actually, I think they are more fluid in their conception of research and engineering than s81 00:06:17.640 --> 00:06:20.280 um, the people externally might feel. s82 00:06:20.280 --> 00:06:28.800 Uh, like when I had my conversation with Greg Brockman last year at the World's Fair, he was talking about how people just switch back and forth from research and engineering all s83 00:06:28.800 --> 00:06:30.600 And I think that's definitely very true. s84 00:06:30.600 --> 00:06:32.040 And I think it should be true for us. s85 00:06:32.040 --> 00:06:39.880 Like we are setting ourselves up to be the industry counterpart of academic conferences in AI, like the ICML and like the NeurIPS. s86 00:06:39.880 --> 00:06:53.760 Um, and we have a real partnership with the ACM, which, um, this year set up the conference on the AI and Agentic Systems, supported by these lovely people, uh, some of whom have been on our speaker list and some of our speakers as well. s87 00:06:53.760 --> 00:06:58.919 Um, but really what they've done is basically let us do an industry spotlight selection. s88 00:06:58.919 --> 00:07:04.480 Some of the stuff that is relevant for you this year, some of whom are are just, uh, speaking again. s89 00:07:04.480 --> 00:07:12.360 Uh, if you haven't been to any of these academic conferences, they're really massive of like industry, academic sort of presentation markets. s90 00:07:12.360 --> 00:07:14.280 Uh, this is a photo of NeurIPS. s91 00:07:14.280 --> 00:07:15.840 Not all of them are as big as this one. s92 00:07:15.840 --> 00:07:17.440 For NeurIPS, it's 40 years old. s93 00:07:17.440 --> 00:07:28.840 But, um, really like they're I think they're a way for someone who's spent a lot of time on something to present their work and for you to serendipitously walk past and go, "What is that?" s94 00:07:28.840 --> 00:07:30.720 And you find a lot of things. s95 00:07:30.720 --> 00:07:37.840 And I think a lot of my favorite NeurIPS experiences has been just discovering something I didn't know about from just walking past it. s96 00:07:37.840 --> 00:07:42.440 And I think this is some is a very important thing for breaking through the algorithm. s97 00:07:42.440 --> 00:07:52.800 Because, um I think the the feed is in the in the recommendation systems and the other topic we really care about is really hyper optimized to feeding you clickbait, s98 00:07:52.800 --> 00:07:55.600 feeding you 10 of the same thing that you liked one time. s99 00:07:55.600 --> 00:08:01.040 Um and uh not really having much taste because the the regression to the mean is super high. s100 00:08:01.040 --> 00:08:13.280 I think if you have a community that is curated, that is high effort, that is really sincerely, inherently, deeply involved in this topic, you get a very different feel and I hope you get to experience it with our poster sessions. s101 00:08:13.280 --> 00:08:23.760 Um the other thing that we're trying is we're really trying to innovate on this 40-year paradigm of poster sessions, which are papers, which are, you know, 6 months out of date by the time they reach the floor, s102 00:08:23.760 --> 00:08:24.520 all those things. s103 00:08:24.520 --> 00:08:34.360 And really like I think I you know, a fundamental belief of mine is that there is something to learn not just from a paper that is published, although that is a very good artifact of work. s104 00:08:34.360 --> 00:08:38.880 Um there's there's something to learn from a blog post, from a product, from a talk, and even a tweet. s105 00:08:38.880 --> 00:08:43.039 Um and so we actually put out a call for posters, posters on AI. s106 00:08:43.039 --> 00:08:51.880 Um so if you like posting on Twitter uh and if you have a hot take, we're going to print it out, we're going to put it on the same level as a poster session s107 00:08:51.880 --> 00:08:56.320 with with no AI, and you're going to just defend your tweet. s108 00:08:56.320 --> 00:08:59.440 Oh my god, where is that uh image today? s109 00:08:59.440 --> 00:09:01.440 Prepared. s110 00:09:02.120 --> 00:09:04.080 GPT image did not follow my instructions. s111 00:09:04.080 --> 00:09:08.040 I I asked it to actually put an example of a kind of tweet that we would get. s112 00:09:08.040 --> 00:09:10.360 But the idea is that you would print out your tweet. s113 00:09:10.360 --> 00:09:12.720 Um GPT image fail. s114 00:09:12.720 --> 00:09:13.720 Tell me how to fix it. s115 00:09:13.720 --> 00:09:16.080 Or actually tell Gabriel how to fix it. s116 00:09:16.080 --> 00:09:19.360 Cuz that's who we invited uh from OpenAI. s117 00:09:19.360 --> 00:09:20.240 Okay. s118 00:09:20.240 --> 00:09:24.760 Um part four, another very, very important constituency is the leadership. s119 00:09:24.760 --> 00:09:31.520 Uh the enterprises, the CTOs, the VPs of AI who are managing AI engineers, hiring, recruiting, setting up gigantic organizations. s120 00:09:31.520 --> 00:09:36.760 Um we have a few in new initiatives where we've had this sort of track for the last 3 years. s121 00:09:36.760 --> 00:09:40.400 We have this new a few new initiatives that I want to go over. s122 00:09:40.400 --> 00:09:50.080 And uh the first of all is that the entire level three is basically reserved for the leadership track, which is about 50% of the floor space of the breakout space. s123 00:09:50.080 --> 00:09:56.000 And here we're doing a lot of new stuff apart from just obviously content from fellow leaders and you know talking to them. s124 00:09:56.000 --> 00:10:01.200 Um one of the largest concepts that has emerged over the last year is this concept of token billionaires. s125 00:10:01.200 --> 00:10:06.600 Here's Ryan Lepore at AI Europe talking about how he wants everyone to be token billionaires. s126 00:10:06.600 --> 00:10:07.560 And there's a lot of these. s127 00:10:07.560 --> 00:10:14.800 Uh basically if you spend something on the order of uh a billion tokens a month, that's actually a really low bar for some of these people. s128 00:10:14.800 --> 00:10:17.680 Some of them spend 10 trillion a month. s129 00:10:17.680 --> 00:10:24.760 Um in that order you're you qualify for our token billionaire program, uh which is basically a lounge. s130 00:10:24.760 --> 00:10:31.880 You think of it as like an MX platinum lounge or something where you're just going to have a different kind of conversation for someone who uses it. s131 00:10:31.880 --> 00:10:36.520 Um some of this they're going to be heavily LM psychosis. s132 00:10:36.520 --> 00:10:44.200 As in I think they'll be about even split between people who are trying to spend more in smart ways and people who are trying to spend less. s133 00:10:44.200 --> 00:10:47.920 And it's going to be a really interesting diversion. s134 00:10:47.920 --> 00:10:54.480 Alex Volkov from Weights & Biases calls this the ZL spectrum after Mario Zechner. s135 00:10:54.640 --> 00:10:57.960 Uh also a talk that is coming at Full Stack. s136 00:10:57.960 --> 00:11:01.280 And we also are introducing thematic focuses. s137 00:11:01.280 --> 00:11:09.720 We used to just have sort of undifferentiated like you're a leader and architect, we'll just slot you in with someone who's like something vaguely related. s138 00:11:09.720 --> 00:11:12.400 Here to uh this year we're pursuing daily themes. s139 00:11:12.400 --> 00:11:18.960 The themes that people are asking me for is they want to see real workflows from other people who are not selling them anything. s140 00:11:18.960 --> 00:11:27.880 They're looking at token maxing, obviously the extremes and the the the sort of reductions as as we talked about, as well as setting up AI factories for companies. s141 00:11:27.880 --> 00:11:31.760 Um and I think that also maps to like some of the networking that people want to do. s142 00:11:31.760 --> 00:11:42.960 So, we actually have two opportunities for off-the-record networking from the networking room that we're setting up where you can book meetings with speakers and fellow attendees with a new system that we're cooking. s143 00:11:42.960 --> 00:11:49.080 As well as McKinsey, one of our top speakers from Code Summit, uh this beautiful shirt. s144 00:11:49.080 --> 00:11:58.560 Um McKinsey's just doing a session every day where you can just meet with them and talk off-the-record again with them about what's going on in your company and what they think about it. s145 00:11:58.560 --> 00:12:05.560 Um so, they're working on a tokenomics thing, uh working on a genetic organization, and a third thing that we haven't announced. s146 00:12:05.560 --> 00:12:06.240 Okay. s147 00:12:06.240 --> 00:12:08.120 So, what's the fifth thing? s148 00:12:08.120 --> 00:12:13.320 Fifth thing is we're betting hard on AI verticals as opposed to horizontals of last year. s149 00:12:13.320 --> 00:12:20.840 So, last year, for example, we added uh design engineering as a track and product management as a track. s150 00:12:20.840 --> 00:12:31.280 Um that's still very broad, and I think that's still relevant and and worthwhile, but I think a lot of the big themes of this year is that AI is being deployed in these very high-value verticals. s151 00:12:31.280 --> 00:12:37.520 Uh so, for this year, we've picked uh four deployed engineering, genetic commerce, health care, finance, and GTM. s152 00:12:37.520 --> 00:12:44.360 Um this is partially inspired by Chris Lovejoy, who was one of our top speakers from a couple years now. s153 00:12:44.360 --> 00:12:50.320 Um and I really like this screen share that uh I've set up you watch it. s154 00:12:50.320 --> 00:12:51.440 So, we have all these tracks, right? s155 00:12:51.440 --> 00:12:55.400 FDE, uh genetic commerce, health care, and AI and GTM. s156 00:12:55.400 --> 00:13:01.360 The special one that takes precedence above all of them is AI in finance, which is our big bet for New York. s157 00:13:01.360 --> 00:13:05.760 Um so, we are also going to pre-announce AI engineer New York. s158 00:13:05.760 --> 00:13:10.880 Um this is our third New York conference now, but our first entirely focused on finance. s159 00:13:10.880 --> 00:13:13.200 Um we I think I come from a finance background. s160 00:13:13.200 --> 00:13:17.000 I used to be a sell-side trader and a buy-side hedge fund guy. s161 00:13:17.000 --> 00:13:30.440 Um and so, I think uh if there was a vertical after code that is the most likely and closest for takeoff, it is finance, uh closely followed by health care law, FD, GTA, all these things. s162 00:13:30.440 --> 00:13:41.160 Um, so I think that's interesting and self-evident, but this in itself is its own like a collection of verticals and understanding what they are. s163 00:13:41.160 --> 00:13:48.600 And then finally, I think to make the most use out of uh, your time at World's Fair, there's a whole bunch of side events. s164 00:13:48.600 --> 00:13:51.720 I should I intended to show you how to navigate the website. s165 00:13:51.720 --> 00:13:54.120 You just go to ai.engineer/wf. s166 00:13:54.120 --> 00:13:59.960 Um, we have a LVM D that's that has uh inputs into all the other guys. s167 00:13:59.960 --> 00:14:01.400 It's really fun. s168 00:14:01.400 --> 00:14:05.120 Um, but if you just click side events here, uh, you can see all the side events. s169 00:14:05.120 --> 00:14:07.920 We have 41 listed as of time of recording. s170 00:14:07.920 --> 00:14:09.400 People keep adding stuff. s171 00:14:09.400 --> 00:14:19.400 Uh, but if you want to you know, hang out with people outside and um, continue conversation after the the the main day of events, this is where you go. s172 00:14:19.400 --> 00:14:22.600 A few side events I would highlight. s173 00:14:22.600 --> 00:14:25.200 Um, NEO is sorry. s174 00:14:25.200 --> 00:14:27.800 Well, first of all, the ultimate side event, World Cup. s175 00:14:27.800 --> 00:14:30.480 Happening with us, now confirmed to be a Team USA event. s176 00:14:30.480 --> 00:14:31.880 Very excited about it. s177 00:14:31.880 --> 00:14:38.080 Um, obviously there's no single venue that will accommodate 6,000 people, but just join one of the things. s178 00:14:38.080 --> 00:14:40.960 Watch it with nerds and talk about AI. s179 00:14:40.960 --> 00:14:48.160 Um, we're actually doing after some feedback from Engineer Europe, we're actually doing our first NEO, new engineer orientation. s180 00:14:48.160 --> 00:14:51.120 Uh, this is literally for people who are coming on their own. s181 00:14:51.120 --> 00:14:56.960 So usually World's Fair is kind of designed as kind of come go go with your friends, go with your team, divide and conquer. s182 00:14:56.960 --> 00:15:08.920 There's you know, 10 to 12 simultaneous tracks, so you just split up with your team, pick like one per one track per person and then you gather it back at the end of the day, sort of like a map reduce. s183 00:15:08.920 --> 00:15:18.400 Um, uh, for NEO, uh, if you're coming alone or you're completely new or if you're just returning and you're open to networking and helping others out, this is the s184 00:15:18.400 --> 00:15:23.040 orientation the night before the first day where people will just meet up. s185 00:15:23.040 --> 00:15:25.200 Um so far we have 300 people signed up. s186 00:15:25.200 --> 00:15:27.160 I think this is going to go to 1,000 people. s187 00:15:27.160 --> 00:15:28.480 So, we need help. s188 00:15:28.480 --> 00:15:30.040 Um we're going to have a lot of newbies. s189 00:15:30.040 --> 00:15:32.480 A lot of everyone's going to ask the same exact questions. s190 00:15:32.480 --> 00:15:33.760 We have a chatbot. s191 00:15:33.760 --> 00:15:35.240 No one's going to use it. s192 00:15:35.240 --> 00:15:36.160 We know this. s193 00:15:36.160 --> 00:15:39.160 So, we just people want to talk to humans, I know. s194 00:15:39.160 --> 00:15:45.000 So, it's the it's the irony of AI that you know, even as much as we believe and like AI, we do still want to talk to humans. s195 00:15:45.000 --> 00:15:46.520 That's why we're all here. s196 00:15:46.520 --> 00:15:48.600 So, we're setting up Neo. s197 00:15:48.600 --> 00:15:52.560 Um also a new one this one I had nothing to do with cuz I don't have kids. s198 00:15:52.560 --> 00:15:56.280 Um but the the kind people in Neo4j have set up a kids event. s199 00:15:56.280 --> 00:15:58.400 Like literally, if you have kids, bring your kid. s200 00:15:58.400 --> 00:16:00.480 This is not about how to be a better parent. s201 00:16:00.480 --> 00:16:03.520 This is bring your kid and get them interested. s202 00:16:03.520 --> 00:16:05.960 Um I don't know the rules around this. s203 00:16:05.960 --> 00:16:10.200 I I'm they're doing it, but I just I'm just highlighting it cuz it's cool. s204 00:16:10.200 --> 00:16:21.080 Uh I do think that we do want to be supportive and inclusive and um you know, I guess one of our KBIs is like the amount of relationships that we're starting to for- form for families and couples. s205 00:16:21.080 --> 00:16:29.920 Um there have been couples that have met at AEI and you know, I that's that's like one of the my my dearest sort of impact stories that that I love and and the team loves s206 00:16:29.920 --> 00:16:31.280 that's organizing this thing. s207 00:16:31.280 --> 00:16:35.680 We do have a dating event uh that is in the expo on opening night. s208 00:16:35.680 --> 00:16:36.720 It's not even listed. s209 00:16:36.720 --> 00:16:37.680 We just don't have the space. s210 00:16:37.680 --> 00:16:38.280 Just just come. s211 00:16:38.280 --> 00:16:39.640 Just come for everything, okay? s212 00:16:39.640 --> 00:16:42.280 Like I just don't have the bandwidth or capacity. s213 00:16:42.280 --> 00:16:43.360 I'm making this video, okay? s214 00:16:43.360 --> 00:16:47.880 I'm like taking time out from like messing around with my schedule and like doing migrations and database. s215 00:16:47.880 --> 00:16:49.520 Just come, okay? s216 00:16:49.520 --> 00:16:50.440 Yeah. s217 00:16:50.440 --> 00:16:51.880 Anyway, so that's the recap. s218 00:16:51.880 --> 00:16:53.960 Uh six things to know about AEI. s219 00:16:53.960 --> 00:16:56.160 Um there's a lot. s220 00:16:56.160 --> 00:17:00.720 These are the six things that me, the you know, co-founder chooses. s221 00:17:00.720 --> 00:17:02.240 I'm sure there's stuff I missed. s222 00:17:02.240 --> 00:17:04.959 Um there's MCs I'm really proud of. s223 00:17:04.959 --> 00:17:07.439 There's track hosts I'm really happy to work with. s224 00:17:07.439 --> 00:17:09.000 Uh it is a village. s225 00:17:09.000 --> 00:17:12.079 I cannot take credit for how well AEI AEI has gone. s226 00:17:12.079 --> 00:17:17.880 People have just decided to pitch in and make this community meaningful because there's so much slop out there. s227 00:17:17.880 --> 00:17:19.319 And we're still on the war on slob. s228 00:17:19.319 --> 00:17:20.839 We're still fighting slob. s229 00:17:20.839 --> 00:17:25.720 Where everything I said in New York last time, if you saw my last talk, still stands. s230 00:17:25.720 --> 00:17:27.480 So, we're doing this. s231 00:17:27.480 --> 00:17:28.560 Join us. s232 00:17:28.560 --> 00:17:32.680 Um there's a promo in here if you need the the sort of discount. s233 00:17:32.680 --> 00:17:33.280 Don't really need it. s234 00:17:33.280 --> 00:17:34.760 It's quite affordable. s235 00:17:34.760 --> 00:17:38.320 Um and you get your money back in credits anyway. s236 00:17:38.320 --> 00:17:40.760 So, uh what's there to lose? s237 00:17:40.760 --> 00:17:42.040 Come spend some time with us. s238 00:17:42.040 --> 00:17:47.880 Don't travel outside of the US for uh the week of July 2nd. s239 00:17:47.880 --> 00:17:49.960 See you.