Thank you so much for joining us today. We are very lucky to be in the presence of some incredible people today and just sort of give you a little bit of information about the event today. So we're gonna be talking about creator platforms and social media platforms. As you know, creator platforms and social media platforms saw us migrate our social lives to the internet while allowing us to share and interact with people we never could have before, it also fragmented our experiences and relationships. There's an endless list of unintended consequences. Today's platforms were inspired by the many that preceded them, but along the way, we started to go astray. How can we make sense of where we are today? What can we understand about decisions that were made and the structures we had in place? And most importantly, how can the builders of new platforms that also intend to bring the world closer together, give everyone the power to create or organize the world's information, do it better? I'm Jad. I'm a current fellow at the Berkman Client Center and I'm also the co-founder of an internet company called Kudos. I study the evolution of internet communities, digital creative tools and content curation and I build products in the space. We are so honored to have three incredible panelists with us today. And I'm personally very, very excited to be learning from them. I will quickly introduce them and then we'll jump straight into the conversation. If you would like to turn on your cameras, that would be great. So we have Katarina Fake, who is an investor at ESVC and the host of the number one tech podcast, Should This Exist? She was a founder partner at the founder collective, director and chairman of Etsy, serving on the board for nearly 10 years and currently sits on the board of public goods and the nonprofit boards of the Sundance Institute and McSweeney's publishing. She is of course also the co-founder of Flickr, the photo sharing site and online community. Katarina is an early creator of and participant in online communities and a longtime advocate of the responsibility of entrepreneurs for the outcomes of their technologies. We have Dr. Nancy Bame, who is a senior principal research manager at Microsoft Research in the New England lab. Her research concerns social dynamics of new communication technologies. She was a pioneer in the field of internet research, writing seminal early articles on online community in the early nineties. And she's the author of a number of books, including most recently, Twitter, a biography. She serves on the editorial boards of a number of journals and was the co-founder of the association of internet researchers and served as its second president. And of course, David Bonnet is a philanthropist, technology entrepreneur and the founder of Baroda Ventures. He is currently serving on a number of boards, including the David Bonnet Foundation. And of course, in 1994, he founded Geocities, which was once ranked one of the four most trafficked sites on the web. Geocities became publicly traded on NASDAQ and was acquired by Yahoo. So yeah, thank you so much for joining me today. It's going to be an amazing conversation and let's just get started. So the first question I have is, each new internet community can be framed as the attempted creation of a new society with a new social contract and new assumptions about the wants and needs of its members. From my perspective, these assumptions haven't changed much, but the technology around them really has. So I'm curious to learn, do you agree with that statement and how have those assumptions changed over the history of internet communities? Well, I'll jump in and I wanna say I'm thrilled to be here with my fellow panelists to talk to the group and thank you to the participants for joining and thank you Chad for organizing the conference. I'll take a little bit of, I'll talk about a little bit of something you said already, which is how do we go astray? And I'll be interested to see what my current panelists say. It was always messy. I mean, maybe it's a little messier now, but building online communities and self-governing communities and people contributing their own ideas and content, it's never easy and it's always messy. So you can talk about perhaps why is it even more difficult now, but in the early days, it was certainly like the constellations and the stars forming. My response to your first question is, I don't think the assumptions have changed so much and each new community or social platform has this sense of discovery by its users. So it's this sense of I'm finding something new and I'm sharing it with others and it's the sense of ownership of the new. I think it has continued to propel the evolution of online communities. People wanna be somewhere where they feel like they've discovered it for themselves and they want to introduce it to their friends. And so I think that has remained very consistent over the evolution of online communities. I would say that as you said, human nature is consistent in many ways, but I think human behavior changes dramatically based on context. And on the internet, the affordances of the software and the platform have a lot of influence on people's behavior and how they communicate with each other, what kind of language is encouraged or permitted on a certain platform, how people behave. I think that many years ago, I wrote a article for Wired Magazine, which was called, it was about the Abraham of the software, which I had gotten from those parts of the Bible that go on endlessly about like the bagats, like Abraham begat and then everybody begat after that. And the Abraham's of the software of the social platforms are really the founders in the initial community and the people who are actually starting it. And whatever their values and worries are seem to carry through the rest of the software. And you can do a lot to influence and change and manage how a community grows and develops from the outset. And so much of it is based on the personalities of the founders, what they value, what they don't value, how they design the software. And so on Flickr, our back end, our admin interface was actually just as big as the, what you saw on the surface. There's an incredible amount of community, cultivation, management. I often call it kind of the iron fist and the velvet glove. There's the kind of the sense of kind of managing your community. There's like a kind of a gardening element to it, like making sure that these behaviors are the ones that appear and that these are suppressed somewhat. So I do think that good modeling can help rules in their enforcement, good community management practices. Presence, I think is something that is actually, not apparent in a lot of the platforms these days of the owners, managers and founders of the software, of the participants. But maybe above all the business models actually really affect the outcomes of a lot of these things, which we can address a bit later. Absolutely. Both the things that those two just said. I think that I would say that there's a lot of assumptions that get made and that continues to be the case. Whether those assumptions are accurate or not, I think is a somewhat different question. I think that what I see is the biggest change. I mean, there's all the ways that technologies have evolved and become more video-based and networked and feed-based and things like that. But I think that what I see is the biggest shift has been the difference between the systems of the early, prior to the web that were really about people coming together because they wanted to do a thing and then a layer of people like my esteemed guests coming in going, whoa, we could build a really cool thing and connect people and that would be awesome to where we're at now where I think you have a ton of businesses going, this is fantastic. We've convinced everybody that in order to have a viable career, they need to be constantly present on all of these networks so we can come in and exploit their relationships with one another and their desperation to remain employed and make a ton of money. And that was just there before. And I think that's had real effects on the affordances that have been built into the platforms and the kinds of relationships that they foster. Totally, yeah. This was already mentioned but a big part of building new social platforms is witnessing how people use what you've built and how that then shapes the culture of the platform. So I'm really curious to learn more about how you think subcultures on these platforms develop, how do they interact with each other and importantly, how do we ensure that these platforms nurture inclusive subcultures? The future of the internet and how to stop it. Easy. I think. I'm sure it's from Berkman. A Berkman client original. All right. One of the things that I've certainly found is that each time there's a new iteration of software it seems as if we learn the same things over again. It's kind of like David was saying, it was always difficult and things don't change that much. And the kind of the affordances of the software change but the general principles of how to manage community. I mean, I actually look a lot of online sociality can be mapped to offline sociality. There's platforms that are like dinner parties, there's some like better town halls or concerts or PTA meetings or Quaker meetings. There's different forms of sociality that I think that we can always find the patterns for offline as well. And there's almost always a model in the offline world of a pattern that can be, is being replicated online, bad behavior being replicated online, good behavior, et cetera. Kind of the good police and the bad police of different styles of management, self-governance of some kinds and all of that. So, there's a lot of people that are saying that there's a lot of big shifts in online social platforms. I was recently in a conversation where people were talking about the new cult-like behavior. They're saying like, this is all about, this is all like cults now. But I think that this has always been the case and it's a description of a behavior of kind of like coercion submission, belief, these kinds of cult-like things and addiction was an early model for a lot of kind of software. Actually, people used to boast about the addictive nature of their technology. I think a lot of this also came from gaming. So, a lot of these things have always existed. And if you look to history, as I think this conversation is somewhat doing, you can actually see entire evolutions of products and what things were learned along the way. I mean, I learned everything that I know from the well and Howard Rangel. I'm glad that Caterina set the foundation for a lot of what we're talking about. We'll build on this sense of the values of the founders and the values of the early, the Abraham's and the participants have tremendous amount to do with your question now in terms of fostering diversity and inclusiveness. And I've just seen that over and over. And I think we see it consciously and subconsciously reflected in new social networks and new communities that spring up. I'm attuned to it. I paid a lot of particular attention to the values of building communities of interest. And as Caterina says, we needed, we all needed to put a tremendous amount of resources into the backend because you couldn't afford to hire enough people to moderate. You had to figure out other ways of moderating and developing networks of community leaders and structures, et cetera. But it really is, I mean, to me, the answer to your question is what Caterina's comments were is do the founders and the early, the early settlers or participants in these communities value inclusiveness and diversity through their actions. And that's what helps foster it. Yeah. I would piggyback onto that to say that founder values are very important, but we've also seen founder values evolve as the things they found become bigger and more powerful. And the visions they had originally get distorted by power and money as corrupt, absolutely, right? So I think that I am sort of afraid as founder values as a core, they're essential. But I think that we see platforms over and over kind of lose their way when it becomes about the founders values. And one of the ways I think that they go really wrong is that early on there are users who are different from the founders who are running into real problems with those platforms and the users are going, hello, there's this really bad thing happening to me here and the founders for whatever reasons are not fully able to absorb what they're hearing about the dangers their platforms are posing. And I don't mean to underestimate the technical and human labor demands of trying to deal with all of that adequately. They're very, very hard problems, but what has often happened is not, let's figure out a way to protect the women of color who are being harassed on our platform. It's been, hey, maybe if we introduce this thing, people will circulate more messages. That would be cool. So you have to listen to the people who are sending up the red flags really early. I think we'd be in a very different place. If 10 years ago, people had said, oh my gosh, we've got some real problems and we need to really rethink the affordances of our platform to influence the ways people are treating each other. And we need to perhaps set aside our commercial goals while we have that discussion and really focus on what kind of society we're building here. Because I think you said, Jad, you're imagining a new kind of social contract. I don't actually think that most people think through what kind of social contract they're creating when they build a platform and want that social contract interaction with the larger social contract of the, not just the country in which they live, but all of the nations in which they're seeking to operate. That's a huge complicated social contract. And I actually think it gets ignored most of the time or thought through in very, very narrow app specific terms. I think that there's so many I think the right to pull there. And I think the first one I'd want to kind of deep dive on a little bit is kind of founder incentives. And as a founder myself, when you're looking at your numbers, generally your North Star metric is like level of engagement, level of retention. And if you, in order to maximize those metrics, there are certain kind of design decisions that you need to make. And a lot of these design decisions are at odds with creating an inclusive community. Facebook's relationship status fields, for example, or the poke button, those decisions were made for specific reasons. And I'm curious, what incentives do you see kind of distorting kind of founder decisions and what can be done to better align founders with creating kind of like safe, inclusive subcultures and communities on their platforms? We managed to avoid the kind of need to harvest and exploit user data by having a different business model for Flaker, which was basically that you kind of paid for access. You paid a monthly fee and ostensibly you were paying for the service, right? But you were really paying for yourself not to become as we've all heard many times, yourself becoming the product. And I do think that it was fairly clear actually from the get-go that that was really a different decision and a different model and a different way of building a business when you're actually just paying for the service rather than getting it for free. Eventually when Flaker was acquired also by Yahoo, we ended up having it as a free service. It was more of a freemium model, but your business model really dictates how your software is designed and of necessity.   I want to jump in here real quick because I think this is the perfect time to ask this question. And since we are at Harvard, if you could hop in a time machine and go back to the Harvard dorm room in which Mark Zuckerberg hatched the idea of Facebook, what is the single piece of advice you give him? And you can assume Facebook's global ascendance in all possible timelines here. David, I'm gonna give that one to you. You know, I'm glad you jumped to that question because my answer at the time would have been pick a different name because if you call it Facebook, what's that gonna be? It's about people's faces. It's about how people, you know, if you look at Facebook before there was Facebook, it was a Facebook of people's pages coming into the university. So speaking of founder values, I mean, I think that set the tone for all the self-referential posts we see today. Call it something other than your own Facebook. So, you know, it's sort of a glib answer, but I think it says a lot in terms of how Facebook has evolved.  I mean, I think a lot of these social platforms start that way. Snap was about exchanging images that disappear. Yeah, Myspace also actually. Myspace was designed that way. I guess what disagreed that like that kind of self-presentational focus is the problem with the internet, and with Facebook, I think that there's a lot of good for a lot of people that's come from having a way to represent yourself and to see others representing themselves as they want to represent and be represented. And especially, I think people who don't always see themselves represented have found a lot of power in that. And there's a lot of good things there. I know that he would never have taken my advice, but I think that two kinds of pieces that I would have wanted to give him were to make the people who created accounts co-owners, make it a cooperative rather than a for-profit business. I think that would have made a very different world. And I would say, remember that friction is a really, really powerful disincentive and make sure you build in friction and get a little bit of a hurdle there for people to contribute. Don't just make it totally easy. Cause I think most of the evils that have come from, from what's happened there have to do with constantly trying to make everything frictionless. So just click, click, click, click, click, which goes back to the addiction, making it addictive and hyping participation, right? I think that's a great point, Nancy, which is the more, the more kind of effort you have to invest in something, I think the higher the quality would tend to be. At least that's what we found in GeoCities, which is giving people the tools to create their own pages and look at MySpace and others that people can get very, very invested based on the amount of time they spend learning the tools, using the tools in creative ways. And I think that that, I think that's a very good point. That's like front porch versus next door, which you have to wait 24 hours before your post is posted, your submission, you have to submit it and then it then is posted after it goes to a moderator, say like, hey, you may want to reword this or this may not be the best, most constructive way of responding. So there is a kind of a delay actually and it's very interesting how that delay changes the behavior of the people on the network. And it's friction, it's basically it's just, it's like introducing as Nancy says friction. Absolutely, yeah, I think when, sometimes when people talk about the problems with current internet platforms, like harassment and addictive use patterns, as you mentioned, it feels like they might be talking about dynamics that have been around on the internet for a long time. David, you mentioned, it's been messy for a very long time, but sometimes they're new things that sort of have popped up that cause these issues to arise. And I'm curious what sort of problems you see as a continuation from the sort of internet we had in the era of geosities or Flickr and which seemed to be unique to these new platforms that we're seeing today. Go ahead, Katerina. You know, it's interesting that the business model was very persistent. And I do think that a lot of people that are building software these days assume that the business model is the business model. There is some new platforms that are being built where there's, you know, people are being shown to be willing to pay.  There's been a great growth of platforms like Patreon, Substack, you know, like this. I mean, you know, even, you know, individual newsletters, I mean, I do think that people are evolving into a kind of a paid model in reaction to a lot of the kind of exploitation that they've suffered under for a long time. And as a result of that, I think, you know, these are obviously very, very positive trends.  And it's a pendulum swing that many of us, I think that work in kind of online social systems actually welcome to a great degree. So, I mean, I do think that the behaviors are different on platforms that you pay for, you know, for all of the reasons, you know, David and Nancy have already kind of explained. Yeah, I definitely agree. I think the trick with platforms you have to pay for of course is that we want people who don't have excess income to be able to participate in online communities. So we have to think through how do you enable that so that people in poverty are not getting a third-rate internet while the rich folks get the really good community, which of course exacerbates wealth and equity. When I think about what's changed, I think that the behaviors, the worst human impulses, the best human impulses, they all I think have remained fairly consistent. But I think that the capacity of people to mobilize large groups very fast for good and for bad is really, really different from what it was 10, 15 years ago with consequences good and bad. And I think that for me, I think that's probably the biggest changes because that mobilization happens in all kinds of ways, whether it's like, let's get this person of go fund me a billion dollars and lift them out of poverty or whether it's, let's give that journalist six years of harassment every day of her life or whatever, you know, that whole range is there. Or let's get this false information out to everybody and try to manipulate the public's fear and see if we can do that really successfully. All of that, people can do that so much more effectively than they used to be able to. And we have not figured out how to wheel that power wisely as a world yet. I also always like to try to keep an eye on not just what's happening within the boundaries of these platforms, but what's happening as a consequence of these platforms existing. And clearly we see continuing exacerbation of wealth inequities, which this is part of, right? Mark Zuckerberg is one of the wealthiest people in the world and that's not a coincidence. So are Twitter founders and so are many technology founders. And I, while certainly I don't begrudge them being rich, I think we can ask whether it's a fair distribution of wealth that's happened given what an economic engine these platforms are and how many fewer people they employed than historic technologies and industries. I think, of course, the fact of data tracking, Katerina said earlier something about we managed to avoid having to extract everybody's data by having people pay. That's an absolutely huge and at this point, so much data has been hoovered up from so many people that I don't know how we even begin to put that genie back in the bottle. But again, it's something that as a set of societies, we have not begun to figure out how to handle wisely. I think what's happened from a technology standpoint is we have become more and more connected more and more of the time. And so if the fact that we many, most of us carry this around all day and the platforms that have migrated to mobile only or mobile first and the fact that you weren't in front of your phone or the computer is all day before and especially now, we haven't even talked about Zoom and the kind of community aspects that Zoom has created but the constant being online all day and all night I think has had a dramatic impact in terms of how people interact with these platforms. Definitely, and I wanted to kind of like shift the discussion slightly to talk about platform shifts which are the main proponents or kind of the forces that really bring about waves of change. And GeoCities came after community-based sites like the Wall and BBS, part of Flickr's success was Friendster getting people accustomed to having a profile online, high-speed broadband becoming more prevalent and cameras on phones. So I'm really curious how you'd situate Flickr or GeoCities within the broader trends of the time. And Nancy, what did you learn from looking at Twitter's journey in your most recent book as well? Well, we, I mean, this is one thing that I've learned as an entrepreneur is that Bill Harris actually from Idea Lab, he did all this research on what made companies successful. He kind of has been part of like three, four, 500 companies and starting them. And he looked at the team and the execution and the market and all of these other things. But he concluded that the most important part was timing because you see it over and over again. You see companies that are started too soon or started too late or don't hit it exactly. And the ones that are juggernauts, like the GeoCities and Flickr's of the world have managed to just hit it just right, like those things that you said, right? Friendster had introduced people to the idea of an online platform. More than 50% of phones were shipped with a camera phone. Broadband was like more than 50% of all American households the year that we started Flickr. And all of those things together if they hadn't already been there, it was perfectly timed, perfectly timed. And it was this kind of internet juggernaut. And that is why, and a lot of people, entrepreneurs are like, we really worked hard on this and that and it gets true. And you also hit it exactly the right moment. Timing was great. So there is that. I think that's an important part of it. Let me just make note that it must be getting dark and Helsinki. I know it's only 6.30 and the sun is going down. So... We should have sun. That's true. Once ago, that was not the case. Well, always. That's so true. We were looking for ways for people to break out of the walled gardens of the online services. And so this was just at a time when there was interoperability on email. And I know this sounds like ancient history, but the timing is right where people were looking for ways to communicate with others outside of their traditional mode of being on a BBS or being on Prodigy CompuServe or AOL. And so it was this sense of the world is even bigger than I thought. And opening that up to give people the opportunity to be a part of the biggest platform there is and there was at the time, I think was the key timing aspect for us. I had geopages. A lot of people did. I figured out which one I was on. I was on Soho. That's right. That's where I was. I got locked out of Flickr after the Yahoo acquisition. I got caught in a password reset loop. Oh, that was a neighbor. By the time I got back, I was just, I can get back in now, but the community feeling is gone. I feel for you. I love Flickr. Angle sign on. Oh. Yeah. Did not work out. No. But Twitter, you know what I mean? Twitter is a decade after these two, these two softwares and it enters a really different environment, which is mobile first, right? And it kind of begins as it's like, hey, this'll be fun. We can like dodgeball is happening, right? So maybe dodgeball was a thing that got people used to the idea that you could check in somewhere or you could sort of be sending little messages to people as you moved around the world, right? And it was designed for SMS to be, to be mobile first, maybe the first, one of the first platforms to be designed as mobile first. And I don't think that Twitter really had very much of a sense of what did it want to be when it grew up, when it started, you know? I think it was more of, which goes back to this like, they certainly weren't thinking about one day the president of the United States could affect international politics with a tweet. We better plan a social contract to accommodate that, right? So you can see they took all these little steps that got them to that place without any way of envisioning that that was where they were going. And obviously you can't fault them for that. But at the same time, you can in retrospect say, well, there was a point where Twitter made an active decision that they were, I remember being in an audience when Eve was being interviewed and he said, we're an information network, not a social network, right? And they made a very active choice that we're about the distribution of information fast for serious news, we're not about that ephemeral water cooler breakfast stuff, right? And that iterated with user activities in a way where Twitter became the place where you're supposed to be building a professional identity and selling yourself and marketing yourself and sharing up to the date news about stuff and these kind of socially connective friendship-y kinds of connection became almost resistant ways of using Twitter. Yes, true. And I look at what's happened with Twitter now and feel like, well, that's a lot to do with it, right? Because they created incentives that were about create content that's gonna spread really far and show big, big numbers. And if some of them are bots that are distributing this information, whatever it's activity, people are sharing it, right? So the retweet was a great example of that. And as soon as that got built in it became a metric people strive for, and we interview people and they talk about, yeah, when I look back at my Twitter archives I remember how we started in-office competitions to see who could get the most retweets. That became a thing, right? Nancy. So it changed the incentives, yeah. What was your first tweet? My first tweet. I saw it. My first tweet was that I was signing up for Twitter even though I didn't think I wanted it because I don't know if you know Jason or her school it's he's worked on a whole lot of different platforms. He's at Spotify now. He's got this idea of name staking that when there's a new platform you got to go stake your name. I was name staking on Twitter since I was making my platforms. I was making sure nobody, no angry student from years past like the creator of the Nancy's Twitter account. But yeah, a year later I was doomed. I still tweet every day. I'm still obsessed with the site even if I'm one of its bigger critics. I still, so much good stuff happens to me all the time. There's a lot of good stuff on there. Absolutely. I still, it's still my favorite. Well, one of my favorites. Of the platforms, yeah. Katriona, I know you're also familiar with the early evolution of Twitter. So I'm not sure if you wanted to add anything or comment about the platform shifts that caused it. Oh, and how it shifted. I mean, I do think that what Nancy is saying is absolutely true that it went from being a kind of a person to person social kind of small community thing. And then I think with scale, it got to the point where posting personal things on there just no longer became relevant. I think the same thing happened actually with Facebook. And then it did become article sharing and information sharing and all of those kind of more transactional relationships and networking and all that. And I do think that a great deal was lost in that. And there have been many efforts to bring back the small intimate community, small networks, path comes to mind actually, which limited the number of contacts that you can have. And I think that there's a kind of a nostalgia for that, the small communities. And David and I were part of the early independent web and Nancy too. I mean, all of us were participating in these small networks. They were very intimate and very known. And even before Flickr, I was part of a blogging network. And I was actually dating Ev and when they went and started Blogger and the blogging community was incredibly small. Like it was just a handful of us and we all would get together in this guy, Peter's from Peter.me in his living room and we all knew each other. And that was a really wonderful time.  And I think about this in the kind of the context of people getting canceled online and all of the kind of animosity and kind of, and I'm just like, well, I understand what that guy's saying because he's a peer of mine. And I don't understand what that guy's saying because he's not a peer of mine. We don't come from the same context. We don't come in, and the context, losing the context in which these conversations are taking place, the conversations that come, you know, backed with an entire set of values and mores that come from a community that is very different from the one that you come from. And, you know, a very early user group on Flickr was from the United Arab Emirates. And, you know, there was a blogger named Eva Teema who had joined Flickr and had propagated it throughout United Arab Emirates. And so we had a lot of very conservative Muslim users on the platform very early on who were outraged by the, at the time, you know, this is 2004, Britney Spears was ascendant with the Bear Midriff and the, you know, kind of low cut louses. And like this, these two, like this was oil and water. These communities did not mix. So, I mean, managing this is, you know, it's an art, not a science.  That makes sense. I think the last question for me before we transition to audience questions is talking about the current platform shifts. You know, it feels as though we're seeing another big platform shift around user-generated content. You know, from my vantage point, I see kind of ease of remixability, TikTok being the main propagator here, and interest and proof of ownership and willingness to pay for content, NFTs kind of being all the hype nowadays and the rise in popularity of decentralized models. So I'm really curious how you describe this next wave that we're seeing around social platforms. David, if you'd like to kick us off because I know you've mentioned this before. You talked in passing about NFTs and what that means and what we're starting to see. It reminds me that some things would have been very easy to predict early on and then some things would be virtually impossible to predict how the technology would both evolve and shape our behaviors and create opportunities for the future. So when we first started our sites, you know, when Flickr first started and GeoCities first started, it was pure fantasy and science fiction to think that there'd be something like Uber where you have this device in your pocket and the car shows up and it takes you where you wanna go. So, but you can trace back the evolution of technology from the early days, what Katarina mentioned this, all the things that had to happen that would build up to the point where an Uber could become an Uber. So one of the things that continues to excite me about the evolution of the internet technology is this is still happening and there is still so much more to come for all of our lifetimes, the evolution of the technology, not just NFTs, but some of the other things you mentioned, that we will be able to look back to say, yes, this is how that evolved. So I guess my point is that I always look for the early, the early instances of new technology and how people are using it as an indication that, you know, there's a lot more that's gonna be built on top of that. And we might not know what it is, there'll be a lot of roadkill along the way in terms of failed startups, but there will also be, there continues to be a lot of tremendous opportunity for the future as the technology continues to evolve. Katarina, do you wanna comment on any kind of platform shifts we're seeing around social platforms today? Well, I've become a bit of a kind of a clubhouse obsessive, not that I participate honestly that much, but I'm just really interested in the behaviors that the design of the software permit and allow. You know, like David, I've always kind of on the lookout for like, oh, this is new, this is interesting, I haven't seen this before with TikTok. And then I have kind of frequently concluded that, you know, this is an earlier technology repackage or just with more video, or kind of like having these things. But I also think we're in a really interesting moment that you mentioned Zoom before. I think clubhouse and Zoom's kind of massive expansion has been partially because of the pandemic and we're all kind of locked up and seeking social connection in many ways. And so I do think that the social platforms actually right now are thriving for that reason because we can't see each other face to face. And so it's not just kind of technological developments, I think that pushed technology along, but also these, you know, great unexpected events, you know, such as the pandemic, which are also pushing us in a different direction that we would normally have gone. So. Absolutely. Nancy, do you wanna comment on it, on the question? I guess I feel like we're in a moment where things are fragmenting so dramatically. I mean, the fact that we're talking about clubhouse and TikTok, which, you know, I mean, TikTok was the new thing. And now, I mean, I know I'm getting older, but those two came in really rapid succession, a lot faster than the ones we were talking about even three years ago, right? And so I kind of wonder like, okay, next week, what's it gonna be that, oh, you're not on whatever, right? We've all left TikTok and clubhouse. That's where we're doing it now. So I do feel like the speed of change, and maybe it goes back to David's point about wanting to be the ones who claim something new, and this is ours and we built it, being a really powerful incentive. I love that point. So I do feel like that pace of change is changing and the desire for real timeliness, the voice element of clubhouse is certainly very provocative in that regard, the whole life streaming change where people are not just generating new content, but are generating content that's based on streaming other people's content as well, like game live streaming is super fascinating. I guess the thing that continues to concern me, and probably will end up concerning me for decades to come is the way that so many of these platforms seem to be being built to facilitate the hustle so that people can keep trying to get an audience and keep trying to get attention and keep trying to make themselves viable and not as much about find your people, find your people and discover who you are and flourish as a human being. I worry that they're facilitating a hustle economy and instead of, I mean, it's not their responsibility to fix the world, right? I kind of wish that we had a world that was taking better care of its citizens so that these platforms could be there to make, to help us flourish rather than to turn our every human encounter into an opportunity to hopefully build our audience and gain attention and be more marketable for whatever comes next since we can't trust society to look after us. Definitely. Here, here. Yeah. I have opinions. You can see that in the length of the pile. I like it. The length of the bios in the clubhouse are indications of like kind of the hustle mentality. It's like, you know. That's super real. Yeah. So moving into some audience questions. We have a question here from one of my recent mentors and kind of people I look up to, Ethan Zuckerman. His question is, how much responsibility do early internet pioneers have for adopting models that are proven difficult in the long run? Geocities was an early site providing free services supported by advertising, a model that's matured into surveillance capitalism as described by Zuboff. Do they witness peers, which includes Ethan, needs to accept responsibility for legitimizing and normalizing these models? I'm actually proud of him because we needed a way to, I mean, this is not new. Segmented audiences are not new. So if you go back to newspapers, radio, television, advertisers in those mediums look for segmented audiences. And this is what we did in Geocities is create communities of interest where advertisers had the opportunity to reach people that were interested and potentially interested in their products and services. And I'm proud of the fact that we were able to create an economic model that has evolved, sure, has evolved in some great ways and these evolve in not so great ways, but this was not a new concept for Geocities by any stretch of imagination. And I was actually very proud that we were able to attract very significant advertisers based on our business model and based on the fact that the content was created by the users. And I don't think it was a straight line from the banner ad to Cambridge Analytica either. Absolutely, I'm really curious if maybe we can unpack some of those. If you could just unpack maybe what are kind of the key decisions or key things that maybe caused us to go astray where we went from the banner ad to Cambridge Analytica? Like, does this come back to founder incentives and kind of founder motives? I would really love to hear from Katerina and David if knowing what you know now if you were gonna go back are there things that you might have done differently at that time? Well, I actually remember circa 2007 or eight when Facebook actually started ranking, first of all, they called it the feed, right? You know, I would say that Flickr had one of the very first like what is now called the feed but we call that recent activity and that was renamed the feed which I thought was somehow very, there's something evil in that word. Like it was kind of like pigs at a trough. Like I didn't like it. Like when I heard feed, I'm like, what the hell is that? And then the feed kind of showed up on the scene and I've spoken with Katie Giminder who was actually the person who was working at kind of Facebook at the time who like deployed this. And it was very much about the kind of distinction between what we consider to be online community and social media, right? Online community, you had to participate everybody knew each other's names. It was like a participatory kind of like system whereas a social media thing, it was very clear that you were just more passive and kind of your attention was being harvested and sold. And so I think the kind of the inflection point for me with that I saw was in 2007 or eight when Facebook started prioritizing the most viewed or the most interesting or the most sensational posts. And I saw this as being like a kind of like a horrific and terrible thing. And I remember kind of writing about this and posting about it and complaining about it to many other people. Cause I was like, it's pretty clear that the inevitable outcome of this is that the most kind of controversial divisive, sensationalistic, propagandistic content will be the things that is prioritized. It's obvious that that's gonna be the direction that this goes once you have made that the decision. And it's not ranked in terms of time or some other neutral way of ranking, what appears in the feed. So for me, that was the inflection point. That was the point at which things turned bad. That makes a lot of sense. So jumping into another question, Leora Kornfeld, another one of my mentors says, she's interested to hear your thoughts on why so many of the acquisitions of truly innovative companies such as Geosities, Flickr, Tumblr, Vine often are the beginning of the end of them. And it's interesting to also take note that Yahoo bought both Geosities and Flickr. So I'm curious if you could reflect on that. Well, again, this is not a new story because it's always gonna be the smaller nimble players that, you know, it's the David and Goliath that when you become part of a larger organization by definition, not just with Geosities and Yahoo, it, you know, there just tends to be a lot more friction in the system and you can't innovate as quickly. And so because of the nature of the internet which is one of its great beauties is how quickly new things can come on the scene as we've been talking about all morning. So it's almost, unfortunately, it's almost inevitable that a larger company can't innovate as fast as a startup and the startup will capture more of the new users and become more dominant.  And I do think that is an issue. But I also think that a lot of the reason that your company ends up getting sold is that it scales to the point where you can no longer manage it. And it just kind of like grows to the point where the community management is actually incredibly difficult.  And so I think that, you know, in some ways the acquisition may be blamed for it, but, and I do think that the, you know, inevitable bureaucratic design by committee that happens in larger companies also contributes to a lot of the kind of slowness behind the evolution of even, you know, Flickr which managed to stay fairly independent inside of Yahoo as well. You were talking earlier, Jad, about decentralized networks and it feels like part of the reason that this churn happens and it's a really, it's a hard churn because it does kill the communities and it does just empower the people who felt invested in these things and built them with their labors of love and engagement over all that time. And then it sells and not only do they not see any benefits, they actually lose what they had there. I just wish that it was okay to be small, you know, that the pressure wasn't always on everything to scale. You know, why can't we have some companies that have 1500 really happy customers who really love it? Why is that so incredibly horrible, right? It's this desperate need to have every customer on earth that could possibly use your thing being using your thing or you're not gonna get acquired. So I think that that growth incentive is a really, again, it goes back to what's the social contract because is growth really, is growing the number of people who use the platform that you're building the thing that is best for the world, right? Or is it the thing that's best for your business, right? Scott, Scott Heiferman, the founder of Meetup and I talk about this all the time and, you know, kind of the absence of a model for a middle-class company, as it were, he calls them, you know, or kind of a company that can exist exactly like you described. Like why can't it, you know, survive in that manner? And does it always, as the internet, as the nature of the internet, this kind of, you know, infinite kind of growth, you know, winner-take-all scenario, is that inevitable, you know?  Put on the brakes. Right, like you're either going to be Beyonce or you're going to be...  And it doesn't seem to be a ton of middle-class musicians, right, but there are the idea of let's, you know, Bandcamp goes and says, hey, let's serve these middle-class musicians and they're always going to be this freaky little cute anomaly, sort of a relic of the GeoCities Flickr era, you know, back then. Yeah, they were, yeah, her too, by the way. Their mail product had been acquired by Yahoo, so they were there at the same time we were. Oh. Ethan and Co. So they had made their millions and so they started banking. So they could afford to, right? They could afford to go for the bank and not worry about growth. Yeah, maybe that's what it takes. Maybe we just make all the ex-founders to recant and start small platforms. Yeah, I think there's definitely kind of space for both. They serve different purposes and I think what's interesting is this transition away from the attention economy, the required kind of maximum number of eyeballs in order for something to scale and kind of this decentralized model where you can have one person that's, you know, going to be paying for your content and you can sustain sort of your, you know, your career as a creator based on a small number of people supporting you. So there's definitely a shift that we're seeing there. And I know we're almost at time, so I wanted to kind of combine some of these questions that came up that all kind of address the question of the future. And, you know, we had questions from B. Covello, Peter Glovisky, Doc Searls, who is also one of the pioneers of the internet who are asking some of these questions. And so I'm going to just focus in or kind of blend them together. So Doc says, given the digital world we pioneered, has only been around since browsers, ISPs and e-commerce took off in 1995, we will live in the digital world for many decades or centuries to come. So he's curious how early you think it is. And B. Covello and Peter Glovisky are asking about what you'd imagine sort of, the world of online communities will look like in 10 to 25 years. And I guess what your hopes are for the internet communities of the future. We can go around and maybe each person can pitch in here. It's a big question. So David, do you want to kick us off? I guess my hopes are to see what I see in my own life and other people's lives is an inevitable pendulum swing that the technology will continue to evolve. Our engagement and interaction online will continue to continue to happen, but there will be a pendulum shift toward being offline and being aware, being offline more than perhaps we have been. And maybe that's just going to be a pendulum shift that goes back and forth. But I'm seeing it myself. I'm seeing it in other peer groups and I'm seeing it in just anecdotal evidence. So I just hope that pendulum continues to shift where we do have periods of time when we see the value of being offline as well as online. And I think that one of the things is, is that when we started our companies, we were offline a lot more than we were on. And the behavior of the, that has kind of inevitably changed when we have our kind of handheld devices and our mobile devices and our kind of always on behavior, like, I was on dial-up, geez.  The offline life was real. The offline life was actually something that was flourishing. And I would agree with you there in that, I think that the trends that we've been talking about, a lot of them earlier today about the kind of the willingness to pay the kind of the exhaustion with the, kind of feed exhaustion and the cognitive overload of the internet. I think a lot of people are suffering, especially during kind of subsequent to this. So they're supposed to be like a roaring 20s, right? Like after this pandemic thing is over. And hopefully that means more face-to-face. Let's hope so. Nancy, do you wanna round out the discussion for us? I really worry about face-to-face communication, to be honest. And I see a future in which the boundaries between online and offline become ever less clear and that we're just distributing our sociality through multiple media without necessarily having to even really think about online-ness or mediatedness, especially as we go back to workplaces where some people are in the room and some people aren't and that's just the new norm and there's just this continuity between co-presence and online co-presence. I guess what I hope is that we can somehow get to a point where I often think about like AT&T and the telephone and what it would be like if when we made voice phone calls, somebody chimed in every 20 seconds to give us an ad and they monitored all of the words and they called us up with ads all the time and I just really, really hope that we can get to a future where we recognize that these are communication platforms and that communication is a fundamental facet of humanity and it's not just a value that you can extract from people. It's something that really, it is the foundation that shapes our world and that needs to be honored. So my hope is that we can figure out a way to honor that first and let the business models follow. Thank you. That was a great statement to end on. I appreciate you all and I appreciate your insight and your pioneering work and I credit you guys for a lot of the stuff that you did for enabling me to do what I'm doing today. So thank you and yeah, we'll round up the discussion today. Thank you all for joining and I look forward to our next event. Take care. Thanks for bringing us together Mrs. Thank you. Thanks Jen. Thank you and thanks everybody who showed up to listen. Bye. Bye. Take care, bye-bye. Bye-bye.


He ain't got no TV.  I ain't watched the month in advance worth a TV came to whoop the hell I see you in me. Hey, I got so scared.  Yeah That is everybody's money right there She make a main cake to a mean pound cake true story. I ain't even making that up She make the greatest pound cake. I didn't ever have right there. Yeah. Hey, how are you doing? I love okay people don't understand that is the best cake in the world Please she got that Bluetooth. She on the phone right now. Hold on Pam. I heard now.  Oh Well, yeah, I just I'm asking now in front of everybody that pound cake.   I didn't put roots on you. Now you know for real. I really like pocket She like crack. All right. I don't bring no pound. I want a cake. Oh, so when we can you make a cake? Oh for real that can we make that hell yeah, yes fly. I'm telling you, bro Okay, I go to church. Yeah, let's put some money. Let's put some money Go run to the house and make up about four cakes. Come on I get Send them back make sure she got another room to put the cakes in the back Well, I say you can tell is how to hit them women doing that pat on the forehead So you got to goddamn smack your You know, she hot look how she rocking from sad to sad Look, she she fan of her midsection.  I saw that How y'all feel about the new apparel y'all like it y'all digging it y'all think it's dope the jerseys Everybody want that Jersey man? Chad grab the mic and explain the Jersey situation Chadrick them come on man come on.  Oh somebody in apology You're hypocritical. No So the situation is They're not perfect yet.  Do y'all care about perfection?  I thought it was niggas in here Yes, I want my jersey I thought it was niggas in here. These are Negroes in here These Negroes want their stuff perfect. Well, so so the ones y'all saw the LA show those are sample pieces that we still working through a couple Perfections to make it right if y'all spend some money with us We want to make sure that y'all, you know, we give me all quality if y'all gonna spend some money with us Because we appreciate y'all support they go get that jersey for us. So we do have some giveaways from the LA show They're signed if we y'all want to Participate in that giveaway. I want to get my shirt shanty Oh Oh Yes, it's well, she didn't want to sweat out. We're getting hot Shannon good she enjoyed herself. What's a little reptile dress? That's how you doing them a little reptile DC come sign this one you got a mark sign this We got to figure out how we're gonna get easy way But you know what the Lord That's how we know y'all some real fans y'all is in this hot But y'all don't want y'all jerseys not to be perfect y'all ahead doing the goddamn God clap in the heat When they go out in the real church today speed up the sermon don't we're not gonna be in here long a man I did have a selection, but I don't think they're gonna say We came to praise God, but it looked like the devil's busy. Yep. The show is I Love when the pastor talk like something's bothering him You know, I was up the other night I was gonna have me some ice cream, right? Well, I can lay down With something on my stomach.  Yes, Lord Yes ice cream No What else Yes When you want what you want God gonna give you what you Yes, yes, we got the collection plate get ready to be passed around right now. Yes. Yeah, we're gonna pass that around We need donations from everybody Please give your donations to the Church of 85 South We take anything change Dollars Titties we take it all ladies and gentlemen, please donate That was a blessing from the they need it from deacon fly.  What's the criteria to win? Hmm the criteria to win in the Jersey trivia Trivia, okay. I got one. I got a question. What city where we in?  God. Nope.  She said it first Nashville. You absolutely right here you go, baby I Didn't even know what see I'm like, oh I just pull up to go to work Who I wish one of the ladies in here has a photo shoot coming up soon.  So y'all got to up the demand and let them know We know you coming And you're going back. Yeah, we most definitely We most definitely gonna be on tour for a minute. Yeah, we definitely Appreciate it's hot That's the lady right there who'll be booking all the traveling skills. What's your name? Past age past age do all the travel. Yeah, you do the travel past age for real I know I did to fly. No, it is put me on to it. She got your pay.  We don't know if that's just if she's both be doing that We're gonna have to put the we're gonna have to put the thing on her face like yeah Well, I used to do travel for the self-show Anymore questions we have? We have any more questions Will we go back to Tulsa? Yeah, he was there last weekend. I love okay. See. Oh Big big titties Big big titties We got so many I just can't say That's my favorite one The rotis Damn, I don't know it's so many favorite I would probably say Outside forever just cuz how that one came together. Okay, that one when I watched that one build like that's the most beautiful built one Because we all was just you know, the beat came on and you started it off and then it just ended up being Outside forever like my new favorite one is screwed up.   I think a DC scoot scoot scoot Ain't a nigga with school every time. He didn't hit it scoot scoot Scoot that boy brings good school. I think I'm old fella. You better not fall I think a fly safe. Hey, man. Now you laid it back too far. You scared me Scoot scoot. Oh That's hard I'm recording it. Don't worry. That's coming real soon Number one of mine is the is the Dope the drug dealer freestyle we did in Jacksonville. Yeah, that one was hard too A lot of people we I got to go back and watch that Jacksonville episode We did a freestyle when DC was singing into the fan Can't go to sleep give me a call. I got two canisters or some pro-poor fall I guess that's how you should get in trouble. They like you remember what you said. I'm like, I do not remember Trunk downstairs full of IV bags. Yeah I'll really be watching this show like it ain't Oh, you know the number one was another favorite mind of an ice cream machine Cream machine This is spider Oh, yeah, it's a busy spider grip.  Yeah, you don't know the words either. Come on say it The five days of the year I don't know Did a sweat drop it down these balls for real? Oh, yeah, that that DC freeze down when it when I was in the crowd When I was like, uh, come on.   Come on, y'all Come on I need a little boozy Fashion Nova City trends, you know city trees still DM like y'all make it on the phone Thank you, I don't know Like anytime What are you? Oh, they've been to the tree to the tree to him. No Oh, man, we got his whole bunch of Me too That's why we're about to goddamn We do have another giveaway. Don't we do have a couple more giveaways. Can we get a fan? So can they hot? Let's give him some water Give away Elf of it We got fans for everyone and a little faith and do not work from from see if I had a little shit The ones that make the little miss the bad kids be putting them on a big Shout out to smoothing groove for putting those smoothies to get Thank you smoothing if you see that truck anywhere in the city pull up man, tell them what's your Instagram page You got a smell at the spell at me Movin groove Make sure you follow they page and support Yeah, I can't find the page any smoothie dude No, I think it's moving It is definitely We good we have any more questions That's what's up We're about to get up from the table play a little bit more music see if we can sell a couple million couple more t-shirts and shit I'm gonna meet my life. I know it. That's why we got I want to make sure you get a couple pictures in with the fans before you DJ feel the rich man play me some pimping. Hey, thank y'all. We love y'all South show we are not leaving we will be here taking pictures. We good. We got y'all appreciate it


Regardless of your spirituality, your marriage can fail. Regardless how much you pray, you can be a prayer warrior. You can break, you can pray, fire can come down. Your marriage, you break. If you don't know these things, we are about to share this week.


Refining Genome Annotations with Apollo Before diving into this slide deck, we recommend you to have a look at the following. How to visualize your genome after automated annotations have been performed? How to manually annotate genome after automated annotations have been performed? How to evaluate and visualize annotated genomic features? How do I collaborate when doing genome annotation? Load a genome into Galaxy. View annotations in Jbrows. Learn how to load Jbrows data into Apollo. Learn how to manually refine genome annotations within Apollo. Export refined genome annotations. Annotating a genome means positioning features along the sequence of a genome. Here we focus on genes. We are interested in their positions and functional annotation like their name of their function. Many software tools and pipelines exist to automatically perform the annotation of a new genome sequence. For example Prokka or Maker are widely used and tutorials are available on the GTN to learn how to use them. Unfortunately, automatic annotations are rarely perfect. Assembly errors can cause fragmented annotations. Annotation tools have difficulties annotating genes when evidence is like Rnasek are lacking or too noisy. Performing a manual curation step after automatic annotation allows to improve annotation quality. It is a way to make use of a researcher's expertise and to integrate more knowledge to improve gene structures and functional annotation. Apollo is a web application specifically designed for the manual curation of annotations. You can see Apollo as the Google Docs of annotation. It is a multi-user, real-time, collaborative environment. Users can easily change the structure of genes and add functional annotation like gene names of gene ontology terms. It is based on ch-brows. Ch-brows is for visualizing genomes while Apollo adds the editing capabilities. Within Apollo, you can easily change the structure of genes based on evidence tracks. Apollo offers an interactive interface to help you add functional annotation. Apollo is a multi-user environment, which means multiple users can log in at the same time, make changes, and see changes of other users in real time. Apollo keeps track of every action performed on each gene in a history. You can revert any change at any time. Apollo is now tightly integrated with Galaxy, which allow to integrate the manual curation process in a complete Galaxy-based analysis workflow. Within Galaxy, you can start by assembling a new genome, then aligning as many evidence tracks as possible, like UNASIC data. You can then continue with an automatic annotation step. With Prokka or Maker for example, then you can generate a ch-brows instance representing all the data you have generated and loaded into Apollo. Apollo lets you perform the manual curation in collaboration with any other colleague you invite to help you. Finally, when you are satisfied with your changes, you can export them to your Galaxy history and continue other analyzes. At any time later you can come back to Apollo to continue improving the annotation based on new experiment results. By default you are the only one having access to genomes you load into Apollo. A specific module of the Apollo Galaxy bridge allows you to open the access to a genome to any other Galaxy user. You can now follow the Apollo tutorial to learn how to use it in real life. Apollo is the Google Docs of the genome annotation world, real-time collaborative genome annotation. Apollo allows a group to view and manually refine predicted genome annotations. Use Apollo to edit annotations within your group. Export manual annotations as GFF3. Thank you for watching.