Podcasts about metax

Dans sa chronique, Stéphane Ricoul revient sur une série d'initiatives fiscales menées par plusieurs pays pour mieux encadrer les géants du numérique. Le Royaume-Uni songe à abandonner sa taxe GAFA, la France veut taxer les centres de données, et l'Italie réclame près d'un milliard à MetaX et LinkedIn.

The meteoric rise of DeepSeek, a Chinese private artificial intelligence startup, sheds light on a new way for Chinese AI chip companies to seek breakthroughs amid Washington's tougher tech restrictions to challenge the dominance of US semiconductor company Nvidia and reshape the global computing landscape, experts said on Monday.2月10日，专家表示，在华盛顿实施更严厉的技术限制的背景下，中国民营人工智能初创企业DeepSeek的迅速崛起，为中国AI芯片企业寻求突破指明了新途径，有望挑战美国半导体公司英伟达的主导地位，并重塑全球计算产业格局。Highlighting that DeepSeek has developed a ChatGPT rival at a fraction of the reported cost of its US peers, they said its emergence shows that developing high-performance large language models does not require the exorbitant purchase of Nvidia's AI chips, and more Chinese chip alternatives can be used in the future.专家强调，DeepSeek开发了一款ChatGPT竞品，其成本远低于美国同行。它的出现表明，开发高性能大型语言模型并不需要斥巨资购买英伟达的AI芯片，未来可以使用更多中国芯片替代品。The comments came after a string of Chinese tech companies, such as Huawei Technologies, said they had successfully adapted their products to support DeepSeek's large language model.此前，华为技术有限公司等一系列中国科技公司表示，它们已成功调试各自产品以支持DeepSeek的大型语言模型。Yang Jian, chief technology officer of MetaX, a Shanghai-based chip company, said the training of DeepSeek's AI model has used graphics processing units, or GPUs, from Nvidia, but DeepSeek spent far less on Nvidia technology to develop its AI model than what US companies have spent.总部位于上海的芯片公司沐曦的首席技术官杨建表示，DeepSeek的AI模型训练使用了英伟达的图形处理器（GPU），但DeepSeek在开发AI模型上使用英伟达技术的花费远低于美国公司。Analysts at market consultancy Jefferies estimated that a recent version of DeepSeek's models had a training cost of only $5.6 million, less than 10 percent of the cost of Meta's Llama.市场咨询公司Jefferies的分析师估计，DeepSeek模型最新版本的训练成本仅为560万美元，不到Meta公司Llama模型成本的10%。Yang said that DeepSeek's practice shows that advanced AI programs can be designed with less expensive chips, sparking a new wave of optimism for Chinese semiconductor companies which are making progress.杨建表示，DeepSeek的实践表明，可以用更便宜的芯片设计先进的AI程序，这为中国正在不断发展的半导体公司带来了新的乐观情绪。Currently, Nvidia's GPU holds a 98 percent share of the global AI training market, Yang said. "But by the end of this year, some large language models will be trained on Chinese AI chips, with the trend becoming more apparent in 2026," he added.杨健说，目前英伟达GPU在全球AI训练市场占据98%的份额。“但到今年年底，一些大型语言模型将用中国AI芯片进行训练，这一趋势在2026年将更加明显。”他补充道。"The Chinese market will gradually evolve," he said. "Nvidia will be one part of the computing infrastructure and domestic chips will be another. Global computing power will become two parallel lines."他说：“中国市场会慢慢演变，届时英伟达会是一部分算力底座，其他国产芯片是另一部分算力底座。全球算力供应将变成两条并行的线路。”The recent adoption of DeepSeek by cloud providers such as SiliconFlow, using GPUs from Chinese companies such as Huawei and Moore Threads, showcases the growing confidence in domestic chips.最近，SiliconFlow等云服务提供商开始采用DeepSeek，并使用华为和摩尔线程等中国公司的GPU，这体现了对国产芯片日益增长的信心。SiliconFlow said it has run DeepSeek on its cloud services supported by Huawei's Ascend AI chips, achieving performance comparable to AI services deployed on Nvidia's high-end GPUs.SiliconFlow表示，已在由华为昇腾AI芯片支持的云服务上运行DeepSeek，性能可与部署在英伟达高端GPU上的AI服务相媲美。Wang Hua, vice-president of AI and cloud computing at Moore Threads, said that based on its self-developed GPUs, the company can quickly deploy inference services of DeepSeek's AI models.摩尔线程AI与云计算副总裁王华表示，基于自主研发的GPU，该公司能够快速部署DeepSeek AI模型的推理服务。Pan Helin, a member of the Ministry of Industry and Information Technology's Expert Committee for Information and Communication Economy, said DeepSeek has developed a new technical approach for large language models that saves on computing power. It could spur the wider use of domestic processors, as Washington bans the export of Nvidia's most advanced chips to China.工信部信息通信经济专家委员会委员盘和林表示，DeepSeek为大型语言模型开发了一种节省算力的新技术路径。在美国禁止向中国出口英伟达最先进芯片的情况下，它可能会推动国产处理器的更广泛应用。"DeepSeek's success demonstrates a way to overcome the geopolitical barrier of US' tech bans, highlighting the importance of innovation and adaptability in achieving strategic goals," Pan added.“DeepSeek的成功展示了克服美国技术禁令这一地缘政治障碍的方法，凸显了在实现战略目标中创新能力和适应能力的重要性，”盘和林补充道。According to experts, Nvidia's GPUs have an edge in terms of their computing power and ecosystem maturity. As a result, AI models such as DeepSeek are unlikely to completely detach from Nvidia's ecosystem in the short term. However, in the long run, advancements in domestic alternatives, algorithmic optimization capabilities and increased industry emphasis on supply chain security will gradually reduce dependence on a single vendor.据专家介绍，英伟达的GPU在计算能力和生态系统成熟度方面具有优势。因此，DeepSeek等AI模型在短期内不太可能完全脱离英伟达的生态系统。但从长远来看，国产替代品的进步、算法优化能力的提升以及行业对供应链安全性的日益重视，将逐渐减少对单一供应商的依赖。"This process will take time and requires more domestic technological breakthroughs, but it is an irreversible trend. In the future, the global AI chip market will not be dominated by a single company," said Wang from Moore Threads.“这一过程需要时间，也需要更多国内技术的突破，不过这一趋势已不可逆转。未来全球AI芯片市场将不会由单一公司绝对主导，”摩尔线程副总裁王华说。meteoricadj.发展迅速的exorbitantadj.（价格、要求等）过分的，过高的

Ein weiterer Arbeitszweig für Diätassistent*innen ist in den Außendienst von Firmen der Industrie zu gehen. Ich habe gehört, dass man da ganz gut Geld verdienen kann deshalb erkundigen wir uns mal, wie so ein Arbeitsplatz in der Realität aussieht. Welche Arbeitsbereiche erwarten uns dort? Seid ihr an neuen Arbeitsfelder interessiert, die nicht dem typischen der Diätassistent*innen entspricht? Dann ist das eine Folge für euch! Denn wir haben Anke Maelzer interviewt, die seit Jahren bei MetaX arbeitet und schon einiges an Erfahrung gemacht habt! Ganz viel Spaß beim Reinhören. Kontaktieren könnt ihr uns über: Instagram: https://www.instagram.com/dietyourbrain/ Facebook: https://www.facebook.com/dietyourbrain E-Mail: dietyourbrain@web.de Wir freuen uns über eure Sternebewertung, damit wir wissen, dass es euch gefallen hat.

Our next 2 big events are AI UX and the World's Fair. Join and apply to speak/sponsor!Due to timing issues we didn't have an interview episode to share with you this week, but not to worry, we have more than enough “weekend special” content in the backlog for you to get your Latent Space fix, whether you like thinking about the big picture, or learning more about the pod behind the scenes, or talking Groq and GPUs, or AI Leadership, or Personal AI. Enjoy!AI BreakdownThe indefatigable NLW had us back on his show for an update on the Four Wars, covering Sora, Suno, and the reshaped GPT-4 Class Landscape:and a longer segment on AI Engineering trends covering the future LLM landscape (Llama 3, GPT-5, Gemini 2, Claude 4), Open Source Models (Mistral, Grok), Apple and Meta's AI strategy, new chips (Groq, MatX) and the general movement from baby AGIs to vertical Agents:Thursday Nights in AIWe're also including swyx's interview with Josh Albrecht and Ali Rohde to reintroduce swyx and Latent Space to a general audience, and engage in some spicy Q&A:Dylan Patel on GroqWe hosted a private event with Dylan Patel of SemiAnalysis (our last pod here):Not all of it could be released so we just talked about our Groq estimates:Milind Naphade - Capital OneIn relation to conversations at NeurIPS and Nvidia GTC and upcoming at World's Fair, we also enjoyed chatting with Milind Naphade about his AI Leadership work at IBM, Cisco, Nvidia, and now leading the AI Foundations org at Capital One. We covered:* Milind's learnings from ~25 years in machine learning * His first paper citation was 24 years ago* Lessons from working with Jensen Huang for 6 years and being CTO of Metropolis * Thoughts on relevant AI research* GTC takeaways and what makes NVIDIA specialIf you'd like to work on building solutions rather than platform (as Milind put it), his Applied AI Research team at Capital One is hiring, which falls under the Capital One Tech team.Personal AI MeetupIt all started with a meme:Within days of each other, BEE, FRIEND, EmilyAI, Compass, Nox and LangFriend were all launching personal AI wearables and assistants. So we decided to put together a the world's first Personal AI meetup featuring creators and enthusiasts of wearables. The full video is live now, with full show notes within.Timestamps* [00:01:13] AI Breakdown Part 1* [00:02:20] Four Wars* [00:13:45] Sora* [00:15:12] Suno* [00:16:34] The GPT-4 Class Landscape* [00:17:03] Data War: Reddit x Google* [00:21:53] Gemini 1.5 vs Claude 3* [00:26:58] AI Breakdown Part 2* [00:27:33] Next Frontiers: Llama 3, GPT-5, Gemini 2, Claude 4* [00:31:11] Open Source Models - Mistral, Grok* [00:34:13] Apple MM1* [00:37:33] Meta's $800b AI rebrand* [00:39:20] AI Engineer landscape - from baby AGIs to vertical Agents* [00:47:28] Adept episode - Screen Multimodality* [00:48:54] Top Model Research from January Recap* [00:53:08] AI Wearables* [00:57:26] Groq vs Nvidia month - GPU Chip War* [01:00:31] Disagreements* [01:02:08] Summer 2024 Predictions* [01:04:18] Thursday Nights in AI - swyx* [01:33:34] Dylan Patel - Semianalysis + Latent Space Live Show* [01:34:58] GroqTranscript[00:00:00] swyx: Welcome to the Latent Space Podcast Weekend Edition. This is Charlie, your AI co host. Swyx and Alessio are off for the week, making more great content. We have exciting interviews coming up with Elicit, Chroma, Instructor, and our upcoming series on NSFW, Not Safe for Work AI. In today's episode, we're collating some of Swyx and Alessio's recent appearances, all in one place for you to find.[00:00:32] swyx: In part one, we have our first crossover pod of the year. In our listener survey, several folks asked for more thoughts from our two hosts. In 2023, Swyx and Alessio did crossover interviews with other great podcasts like the AI Breakdown, Practical AI, Cognitive Revolution, Thursday Eye, and Chinatalk, all of which you can find in the Latentspace About page.[00:00:56] swyx: NLW of the AI Breakdown asked us back to do a special on the 4Wars framework and the AI engineer scene. We love AI Breakdown as one of the best examples Daily podcasts to keep up on AI news, so we were especially excited to be back on Watch out and take[00:01:12] NLW: care[00:01:13] AI Breakdown Part 1[00:01:13] NLW: today on the AI breakdown. Part one of my conversation with Alessio and Swix from Latent Space.[00:01:19] NLW: All right, fellas, welcome back to the AI Breakdown. How are you doing? I'm good. Very good. With the last, the last time we did this show, we were like, oh yeah, let's do check ins like monthly about all the things that are going on and then. Of course, six months later, and, you know, the, the, the world has changed in a thousand ways.[00:01:36] NLW: It's just, it's too busy to even, to even think about podcasting sometimes. But I, I'm super excited to, to be chatting with you again. I think there's, there's a lot to, to catch up on, just to tap in, I think in the, you know, in the beginning of 2024. And, and so, you know, we're gonna talk today about just kind of a, a, a broad sense of where things are in some of the key battles in the AI space.[00:01:55] NLW: And then the, you know, one of the big things that I, that I'm really excited to have you guys on here for us to talk about where, sort of what patterns you're seeing and what people are actually trying to build, you know, where, where developers are spending their, their time and energy and, and, and any sort of, you know, trend trends there, but maybe let's start I guess by checking in on a framework that you guys actually introduced, which I've loved and I've cribbed a couple of times now, which is this sort of four wars of the, of the AI stack.[00:02:20] Four Wars[00:02:20] NLW: Because first, since I have you here, I'd love, I'd love to hear sort of like where that started gelling. And then and then maybe we can get into, I think a couple of them that are you know, particularly interesting, you know, in the, in light of[00:02:30] swyx: some recent news. Yeah, so maybe I'll take this one. So the four wars is a framework that I came up around trying to recap all of 2023.[00:02:38] swyx: I tried to write sort of monthly recap pieces. And I was trying to figure out like what makes one piece of news last longer than another or more significant than another. And I think it's basically always around battlegrounds. Wars are fought around limited resources. And I think probably the, you know, the most limited resource is talent, but the talent expresses itself in a number of areas.[00:03:01] swyx: And so I kind of focus on those, those areas at first. So the four wars that we cover are the data wars, the GPU rich, poor war, the multi modal war, And the RAG and Ops War. And I think you actually did a dedicated episode to that, so thanks for covering that. Yeah, yeah.[00:03:18] NLW: Not only did I do a dedicated episode, I actually used that.[00:03:22] NLW: I can't remember if I told you guys. I did give you big shoutouts. But I used it as a framework for a presentation at Intel's big AI event that they hold each year, where they have all their folks who are working on AI internally. And it totally resonated. That's amazing. Yeah, so, so, what got me thinking about it again is specifically this inflection news that we recently had, this sort of, you know, basically, I can't imagine that anyone who's listening wouldn't have thought about it, but, you know, inflection is a one of the big contenders, right?[00:03:53] NLW: I think probably most folks would have put them, you know, just a half step behind the anthropics and open AIs of the world in terms of labs, but it's a company that raised 1. 3 billion last year, less than a year ago. Reed Hoffman's a co founder Mustafa Suleyman, who's a co founder of DeepMind, you know, so it's like, this is not a a small startup, let's say, at least in terms of perception.[00:04:13] NLW: And then we get the news that basically most of the team, it appears, is heading over to Microsoft and they're bringing in a new CEO. And you know, I'm interested in, in, in kind of your take on how much that reflects, like hold aside, I guess, you know, all the other things that it might be about, how much it reflects this sort of the, the stark.[00:04:32] NLW: Brutal reality of competing in the frontier model space right now. And, you know, just the access to compute.[00:04:38] Alessio: There are a lot of things to say. So first of all, there's always somebody who's more GPU rich than you. So inflection is GPU rich by startup standard. I think about 22, 000 H100s, but obviously that pales compared to the, to Microsoft.[00:04:55] Alessio: The other thing is that this is probably good news, maybe for the startups. It's like being GPU rich, it's not enough. You know, like I think they were building something pretty interesting in, in pi of their own model of their own kind of experience. But at the end of the day, you're the interface that people consume as end users.[00:05:13] Alessio: It's really similar to a lot of the others. So and we'll tell, talk about GPT four and cloud tree and all this stuff. GPU poor, doing something. That the GPU rich are not interested in, you know we just had our AI center of excellence at Decibel and one of the AI leads at one of the big companies was like, Oh, we just saved 10 million and we use these models to do a translation, you know, and that's it.[00:05:39] Alessio: It's not, it's not a GI, it's just translation. So I think like the inflection part is maybe. A calling and a waking to a lot of startups then say, Hey, you know, trying to get as much capital as possible, try and get as many GPUs as possible. Good. But at the end of the day, it doesn't build a business, you know, and maybe what inflection I don't, I don't, again, I don't know the reasons behind the inflection choice, but if you say, I don't want to build my own company that has 1.[00:06:05] Alessio: 3 billion and I want to go do it at Microsoft, it's probably not a resources problem. It's more of strategic decisions that you're making as a company. So yeah, that was kind of my. I take on it.[00:06:15] swyx: Yeah, and I guess on my end, two things actually happened yesterday. It was a little bit quieter news, but Stability AI had some pretty major departures as well.[00:06:25] swyx: And you may not be considering it, but Stability is actually also a GPU rich company in the sense that they were the first new startup in this AI wave to brag about how many GPUs that they have. And you should join them. And you know, Imadis is definitely a GPU trader in some sense from his hedge fund days.[00:06:43] swyx: So Robin Rhombach and like the most of the Stable Diffusion 3 people left Stability yesterday as well. So yesterday was kind of like a big news day for the GPU rich companies, both Inflection and Stability having sort of wind taken out of their sails. I think, yes, it's a data point in the favor of Like, just because you have the GPUs doesn't mean you can, you automatically win.[00:07:03] swyx: And I think, you know, kind of I'll echo what Alessio says there. But in general also, like, I wonder if this is like the start of a major consolidation wave, just in terms of, you know, I think that there was a lot of funding last year and, you know, the business models have not been, you know, All of these things worked out very well.[00:07:19] swyx: Even inflection couldn't do it. And so I think maybe that's the start of a small consolidation wave. I don't think that's like a sign of AI winter. I keep looking for AI winter coming. I think this is kind of like a brief cold front. Yeah,[00:07:34] NLW: it's super interesting. So I think a bunch of A bunch of stuff here.[00:07:38] NLW: One is, I think, to both of your points, there, in some ways, there, there had already been this very clear demarcation between these two sides where, like, the GPU pores, to use the terminology, like, just weren't trying to compete on the same level, right? You know, the vast majority of people who have started something over the last year, year and a half, call it, were racing in a different direction.[00:07:59] NLW: They're trying to find some edge somewhere else. They're trying to build something different. If they're, if they're really trying to innovate, it's in different areas. And so it's really just this very small handful of companies that are in this like very, you know, it's like the coheres and jaspers of the world that like this sort of, you know, that are that are just sort of a little bit less resourced than, you know, than the other set that I think that this potentially even applies to, you know, everyone else that could clearly demarcate it into these two, two sides.[00:08:26] NLW: And there's only a small handful kind of sitting uncomfortably in the middle, perhaps. Let's, let's come back to the idea of, of the sort of AI winter or, you know, a cold front or anything like that. So this is something that I, I spent a lot of time kind of thinking about and noticing. And my perception is that The vast majority of the folks who are trying to call for sort of, you know, a trough of disillusionment or, you know, a shifting of the phase to that are people who either, A, just don't like AI for some other reason there's plenty of that, you know, people who are saying, You Look, they're doing way worse than they ever thought.[00:09:03] NLW: You know, there's a lot of sort of confirmation bias kind of thing going on. Or two, media that just needs a different narrative, right? Because they're sort of sick of, you know, telling the same story. Same thing happened last summer, when every every outlet jumped on the chat GPT at its first down month story to try to really like kind of hammer this idea that that the hype was too much.[00:09:24] NLW: Meanwhile, you have, you know, just ridiculous levels of investment from enterprises, you know, coming in. You have, you know, huge, huge volumes of, you know, individual behavior change happening. But I do think that there's nothing incoherent sort of to your point, Swyx, about that and the consolidation period.[00:09:42] NLW: Like, you know, if you look right now, for example, there are, I don't know, probably 25 or 30 credible, like, build your own chatbot. platforms that, you know, a lot of which have, you know, raised funding. There's no universe in which all of those are successful across, you know, even with a, even, even with a total addressable market of every enterprise in the world, you know, you're just inevitably going to see some amount of consolidation.[00:10:08] NLW: Same with, you know, image generators. There are, if you look at A16Z's top 50 consumer AI apps, just based on, you know, web traffic or whatever, they're still like I don't know, a half. Dozen or 10 or something, like, some ridiculous number of like, basically things like Midjourney or Dolly three. And it just seems impossible that we're gonna have that many, you know, ultimately as, as, as sort of, you know, going, going concerned.[00:10:33] NLW: So, I don't know. I, I, I think that the, there will be inevitable consolidation 'cause you know. It's, it's also what kind of like venture rounds are supposed to do. You're not, not everyone who gets a seed round is supposed to get to series A and not everyone who gets a series A is supposed to get to series B.[00:10:46] NLW: That's sort of the natural process. I think it will be tempting for a lot of people to try to infer from that something about AI not being as sort of big or as as sort of relevant as, as it was hyped up to be. But I, I kind of think that's the wrong conclusion to come to.[00:11:02] Alessio: I I would say the experimentation.[00:11:04] Alessio: Surface is a little smaller for image generation. So if you go back maybe six, nine months, most people will tell you, why would you build a coding assistant when like Copilot and GitHub are just going to win everything because they have the data and they have all the stuff. If you fast forward today, A lot of people use Cursor everybody was excited about the Devin release on Twitter.[00:11:26] Alessio: There are a lot of different ways of attacking the market that are not completion of code in the IDE. And even Cursors, like they evolved beyond single line to like chat, to do multi line edits and, and all that stuff. Image generation, I would say, yeah, as a, just as from what I've seen, like maybe the product innovation has slowed down at the UX level and people are improving the models.[00:11:50] Alessio: So the race is like, how do I make better images? It's not like, how do I make the user interact with the generation process better? And that gets tough, you know? It's hard to like really differentiate yourselves. So yeah, that's kind of how I look at it. And when we think about multimodality, maybe the reason why people got so excited about Sora is like, oh, this is like a completely It's not a better image model.[00:12:13] Alessio: This is like a completely different thing, you know? And I think the creative mind It's always looking for something that impacts the viewer in a different way, you know, like they really want something different versus the developer mind. It's like, Oh, I, I just, I have this like very annoying thing I want better.[00:12:32] Alessio: I have this like very specific use cases that I want to go after. So it's just different. And that's why you see a lot more companies in image generation. But I agree with you that. If you fast forward there, there's not going to be 10 of them, you know, it's probably going to be one or[00:12:46] swyx: two. Yeah, I mean, to me, that's why I call it a war.[00:12:49] swyx: Like, individually, all these companies can make a story that kind of makes sense, but collectively, they cannot all be true. Therefore, they all, there is some kind of fight over limited resources here. Yeah, so[00:12:59] NLW: it's interesting. We wandered very naturally into sort of another one of these wars, which is the multimodality kind of idea, which is, you know, basically a question of whether it's going to be these sort of big everything models that end up winning or whether, you know, you're going to have really specific things, you know, like something, you know, Dolly 3 inside of sort of OpenAI's larger models versus, you know, a mid journey or something like that.[00:13:24] NLW: And at first, you know, I was kind of thinking like, For most of the last, call it six months or whatever, it feels pretty definitively both and in some ways, you know, and that you're, you're seeing just like great innovation on sort of the everything models, but you're also seeing lots and lots happen at sort of the level of kind of individual use cases.[00:13:45] Sora[00:13:45] NLW: But then Sora comes along and just like obliterates what I think anyone thought you know, where we were when it comes to video generation. So how are you guys thinking about this particular battle or war at the moment?[00:13:59] swyx: Yeah, this was definitely a both and story, and Sora tipped things one way for me, in terms of scale being all you need.[00:14:08] swyx: And the benefit, I think, of having multiple models being developed under one roof. I think a lot of people aren't aware that Sora was developed in a similar fashion to Dolly 3. And Dolly3 had a very interesting paper out where they talked about how they sort of bootstrapped their synthetic data based on GPT 4 vision and GPT 4.[00:14:31] swyx: And, and it was just all, like, really interesting, like, if you work on one modality, it enables you to work on other modalities, and all that is more, is, is more interesting. I think it's beneficial if it's all in the same house, whereas the individual startups who don't, who sort of carve out a single modality and work on that, definitely won't have the state of the art stuff on helping them out on synthetic data.[00:14:52] swyx: So I do think like, The balance is tilted a little bit towards the God model companies, which is challenging for the, for the, for the the sort of dedicated modality companies. But everyone's carving out different niches. You know, like we just interviewed Suno ai, the sort of music model company, and, you know, I don't see opening AI pursuing music anytime soon.[00:15:12] Suno[00:15:12] swyx: Yeah,[00:15:13] NLW: Suno's been phenomenal to play with. Suno has done that rare thing where, which I think a number of different AI product categories have done, where people who don't consider themselves particularly interested in doing the thing that the AI enables find themselves doing a lot more of that thing, right?[00:15:29] NLW: Like, it'd be one thing if Just musicians were excited about Suno and using it but what you're seeing is tons of people who just like music all of a sudden like playing around with it and finding themselves kind of down that rabbit hole, which I think is kind of like the highest compliment that you can give one of these startups at the[00:15:45] swyx: early days of it.[00:15:46] swyx: Yeah, I, you know, I, I asked them directly, you know, in the interview about whether they consider themselves mid journey for music. And he had a more sort of nuanced response there, but I think that probably the business model is going to be very similar because he's focused on the B2C element of that. So yeah, I mean, you know, just to, just to tie back to the question about, you know, You know, large multi modality companies versus small dedicated modality companies.[00:16:10] swyx: Yeah, highly recommend people to read the Sora blog posts and then read through to the Dali blog posts because they, they strongly correlated themselves with the same synthetic data bootstrapping methods as Dali. And I think once you make those connections, you're like, oh, like it, it, it is beneficial to have multiple state of the art models in house that all help each other.[00:16:28] swyx: And these, this, that's the one thing that a dedicated modality company cannot do.[00:16:34] The GPT-4 Class Landscape[00:16:34] NLW: So I, I wanna jump, I wanna kind of build off that and, and move into the sort of like updated GPT-4 class landscape. 'cause that's obviously been another big change over the last couple months. But for the sake of completeness, is there anything that's worth touching on with with sort of the quality?[00:16:46] NLW: Quality data or sort of a rag ops wars just in terms of, you know, anything that's changed, I guess, for you fundamentally in the last couple of months about where those things stand.[00:16:55] swyx: So I think we're going to talk about rag for the Gemini and Clouds discussion later. And so maybe briefly discuss the data piece.[00:17:03] Data War: Reddit x Google[00:17:03] swyx: I think maybe the only new thing was this Reddit deal with Google for like a 60 million dollar deal just ahead of their IPO, very conveniently turning Reddit into a AI data company. Also, very, very interestingly, a non exclusive deal, meaning that Reddit can resell that data to someone else. And it probably does become table stakes.[00:17:23] swyx: A lot of people don't know, but a lot of the web text dataset that originally started for GPT 1, 2, and 3 was actually scraped from GitHub. from Reddit at least the sort of vote scores. And I think, I think that's a, that's a very valuable piece of information. So like, yeah, I think people are figuring out how to pay for data.[00:17:40] swyx: People are suing each other over data. This, this, this war is, you know, definitely very, very much heating up. And I don't think, I don't see it getting any less intense. I, you know, next to GPUs, data is going to be the most expensive thing in, in a model stack company. And. You know, a lot of people are resorting to synthetic versions of it, which may or may not be kosher based on how far along or how commercially blessed the, the forms of creating that synthetic data are.[00:18:11] swyx: I don't know if Alessio, you have any other interactions with like Data source companies, but that's my two cents.[00:18:17] Alessio: Yeah yeah, I actually saw Quentin Anthony from Luther. ai at GTC this week. He's also been working on this. I saw Technium. He's also been working on the data side. I think especially in open source, people are like, okay, if everybody is putting the gates up, so to speak, to the data we need to make it easier for people that don't have 50 million a year to get access to good data sets.[00:18:38] Alessio: And Jensen, at his keynote, he did talk about synthetic data a little bit. So I think that's something that we'll definitely hear more and more of in the enterprise, which never bodes well, because then all the, all the people with the data are like, Oh, the enterprises want to pay now? Let me, let me put a pay here stripe link so that they can give me 50 million.[00:18:57] Alessio: But it worked for Reddit. I think the stock is up. 40 percent today after opening. So yeah, I don't know if it's all about the Google deal, but it's obviously Reddit has been one of those companies where, hey, you got all this like great community, but like, how are you going to make money? And like, they try to sell the avatars.[00:19:15] Alessio: I don't know if that it's a great business for them. The, the data part sounds as an investor, you know, the data part sounds a lot more interesting than, than consumer[00:19:25] swyx: cosmetics. Yeah, so I think, you know there's more questions around data you know, I think a lot of people are talking about the interview that Mira Murady did with the Wall Street Journal, where she, like, just basically had no, had no good answer for where they got the data for Sora.[00:19:39] swyx: I, I think this is where, you know, there's, it's in nobody's interest to be transparent about data, and it's, it's kind of sad for the state of ML and the state of AI research but it is what it is. We, we have to figure this out as a society, just like we did for music and music sharing. You know, in, in sort of the Napster to Spotify transition, and that might take us a decade.[00:19:59] swyx: Yeah, I[00:20:00] NLW: do. I, I agree. I think, I think that you're right to identify it, not just as that sort of technical problem, but as one where society has to have a debate with itself. Because I think that there's, if you rationally within it, there's Great kind of points on all side, not to be the sort of, you know, person who sits in the middle constantly, but it's why I think a lot of these legal decisions are going to be really important because, you know, the job of judges is to listen to all this stuff and try to come to things and then have other judges disagree.[00:20:24] NLW: And, you know, and have the rest of us all debate at the same time. By the way, as a total aside, I feel like the synthetic data right now is like eggs in the 80s and 90s. Like, whether they're good for you or bad for you, like, you know, we, we get one study that's like synthetic data, you know, there's model collapse.[00:20:42] NLW: And then we have like a hint that llama, you know, to the most high performance version of it, which was one they didn't release was trained on synthetic data. So maybe it's good. It's like, I just feel like every, every other week I'm seeing something sort of different about whether it's a good or bad for, for these models.[00:20:56] swyx: Yeah. The branding of this is pretty poor. I would kind of tell people to think about it like cholesterol. There's good cholesterol, bad cholesterol. And you can have, you know, good amounts of both. But at this point, it is absolutely without a doubt that most large models from here on out will all be trained as some kind of synthetic data and that is not a bad thing.[00:21:16] swyx: There are ways in which you can do it poorly. Whether it's commercial, you know, in terms of commercial sourcing or in terms of the model performance. But it's without a doubt that good synthetic data is going to help your model. And this is just a question of like where to obtain it and what kinds of synthetic data are valuable.[00:21:36] swyx: You know, if even like alpha geometry, you know, was, was a really good example from like earlier this year.[00:21:42] NLW: If you're using the cholesterol analogy, then my, then my egg thing can't be that far off. Let's talk about the sort of the state of the art and the, and the GPT 4 class landscape and how that's changed.[00:21:53] Gemini 1.5 vs Claude 3[00:21:53] NLW: Cause obviously, you know, sort of the, the two big things or a couple of the big things that have happened. Since we last talked, we're one, you know, Gemini first announcing that a model was coming and then finally it arriving, and then very soon after a sort of a different model arriving from Gemini and and Cloud three.[00:22:11] NLW: So I guess, you know, I'm not sure exactly where the right place to start with this conversation is, but, you know, maybe very broadly speaking which of these do you think have made a bigger impact? Thank you.[00:22:20] Alessio: Probably the one you can use, right? So, Cloud. Well, I'm sure Gemini is going to be great once they let me in, but so far I haven't been able to.[00:22:29] Alessio: I use, so I have this small podcaster thing that I built for our podcast, which does chapters creation, like named entity recognition, summarization, and all of that. Cloud Tree is, Better than GPT 4. Cloud2 was unusable. So I use GPT 4 for everything. And then when Opus came out, I tried them again side by side and I posted it on, on Twitter as well.[00:22:53] Alessio: Cloud is better. It's very good, you know, it's much better, it seems to me, it's much better than GPT 4 at doing writing that is more, you know, I don't know, it just got good vibes, you know, like the GPT 4 text, you can tell it's like GPT 4, you know, it's like, it always uses certain types of words and phrases and, you know, maybe it's just me because I've now done it for, you know, So, I've read like 75, 80 generations of these things next to each other.[00:23:21] Alessio: Clutter is really good. I know everybody is freaking out on twitter about it, my only experience of this is much better has been on the podcast use case. But I know that, you know, Quran from from News Research is a very big opus pro, pro opus person. So, I think that's also It's great to have people that actually care about other models.[00:23:40] Alessio: You know, I think so far to a lot of people, maybe Entropic has been the sibling in the corner, you know, it's like Cloud releases a new model and then OpenAI releases Sora and like, you know, there are like all these different things, but yeah, the new models are good. It's interesting.[00:23:55] NLW: My my perception is definitely that just, just observationally, Cloud 3 is certainly the first thing that I've seen where lots of people.[00:24:06] NLW: They're, no one's debating evals or anything like that. They're talking about the specific use cases that they have, that they used to use chat GPT for every day, you know, day in, day out, that they've now just switched over. And that has, I think, shifted a lot of the sort of like vibe and sentiment in the space too.[00:24:26] NLW: And I don't necessarily think that it's sort of a A like full you know, sort of full knock. Let's put it this way. I think it's less bad for open AI than it is good for anthropic. I think that because GPT 5 isn't there, people are not quite willing to sort of like, you know get overly critical of, of open AI, except in so far as they're wondering where GPT 5 is.[00:24:46] NLW: But I do think that it makes, Anthropic look way more credible as a, as a, as a player, as a, you know, as a credible sort of player, you know, as opposed to to, to where they were.[00:24:57] Alessio: Yeah. And I would say the benchmarks veil is probably getting lifted this year. I think last year. People were like, okay, this is better than this on this benchmark, blah, blah, blah, because maybe they did not have a lot of use cases that they did frequently.[00:25:11] Alessio: So it's hard to like compare yourself. So you, you defer to the benchmarks. I think now as we go into 2024, a lot of people have started to use these models from, you know, from very sophisticated things that they run in production to some utility that they have on their own. Now they can just run them side by side.[00:25:29] Alessio: And it's like, Hey, I don't care that like. The MMLU score of Opus is like slightly lower than GPT 4. It just works for me, you know, and I think that's the same way that traditional software has been used by people, right? Like you just strive for yourself and like, which one does it work, works best for you?[00:25:48] Alessio: Like nobody looks at benchmarks outside of like sales white papers, you know? And I think it's great that we're going more in that direction. We have a episode with Adapt coming out this weekend. I'll and some of their model releases, they specifically say, We do not care about benchmarks, so we didn't put them in, you know, because we, we don't want to look good on them.[00:26:06] Alessio: We just want the product to work. And I think more and more people will, will[00:26:09] swyx: go that way. Yeah. I I would say like, it does take the wind out of the sails for GPT 5, which I know where, you know, Curious about later on. I think anytime you put out a new state of the art model, you have to break through in some way.[00:26:21] swyx: And what Claude and Gemini have done is effectively take away any advantage to saying that you have a million token context window. Now everyone's just going to be like, Oh, okay. Now you just match the other two guys. And so that puts An insane amount of pressure on what gpt5 is going to be because it's just going to have like the only option it has now because all the other models are multimodal all the other models are long context all the other models have perfect recall gpt5 has to match everything and do more to to not be a flop[00:26:58] AI Breakdown Part 2[00:26:58] NLW: hello friends back again with part two if you haven't heard part one of this conversation i suggest you go check it out but to be honest they are kind of actually separable In this conversation, we get into a topic that I think Alessio and Swyx are very well positioned to discuss, which is what developers care about right now, what people are trying to build around.[00:27:16] NLW: I honestly think that one of the best ways to see the future in an industry like AI is to try to dig deep on what developers and entrepreneurs are attracted to build, even if it hasn't made it to the news pages yet. So consider this your preview of six months from now, and let's dive in. Let's bring it to the GPT 5 conversation.[00:27:33] Next Frontiers: Llama 3, GPT-5, Gemini 2, Claude 4[00:27:33] NLW: I mean, so, so I think that that's a great sort of assessment of just how the stakes have been raised, you know is your, I mean, so I guess maybe, maybe I'll, I'll frame this less as a question, just sort of something that, that I, that I've been watching right now, the only thing that makes sense to me with how.[00:27:50] NLW: Fundamentally unbothered and unstressed OpenAI seems about everything is that they're sitting on something that does meet all that criteria, right? Because, I mean, even in the Lex Friedman interview that, that Altman recently did, you know, he's talking about other things coming out first. He's talking about, he's just like, he, listen, he, he's good and he could play nonchalant, you know, if he wanted to.[00:28:13] NLW: So I don't want to read too much into it, but. You know, they've had so long to work on this, like unless that we are like really meaningfully running up against some constraint, it just feels like, you know, there's going to be some massive increase, but I don't know. What do you guys think?[00:28:28] swyx: Hard to speculate.[00:28:29] swyx: You know, at this point, they're, they're pretty good at PR and they're not going to tell you anything that they don't want to. And he can tell you one thing and change their minds the next day. So it's, it's, it's really, you know, I've always said that model version numbers are just marketing exercises, like they have something and it's always improving and at some point you just cut it and decide to call it GPT 5.[00:28:50] swyx: And it's more just about defining an arbitrary level at which they're ready and it's up to them on what ready means. We definitely did see some leaks on GPT 4. 5, as I think a lot of people reported and I'm not sure if you covered it. So it seems like there might be an intermediate release. But I did feel, coming out of the Lex Friedman interview, that GPT 5 was nowhere near.[00:29:11] swyx: And you know, it was kind of a sharp contrast to Sam talking at Davos in February, saying that, you know, it was his top priority. So I find it hard to square. And honestly, like, there's also no point Reading too much tea leaves into what any one person says about something that hasn't happened yet or has a decision that hasn't been taken yet.[00:29:31] swyx: Yeah, that's, that's my 2 cents about it. Like, calm down, let's just build .[00:29:35] Alessio: Yeah. The, the February rumor was that they were gonna work on AI agents, so I don't know, maybe they're like, yeah,[00:29:41] swyx: they had two agent two, I think two agent projects, right? One desktop agent and one sort of more general yeah, sort of GPTs like agent and then Andre left, so he was supposed to be the guy on that.[00:29:52] swyx: What did Andre see? What did he see? I don't know. What did he see?[00:29:56] Alessio: I don't know. But again, it's just like the rumors are always floating around, you know but I think like, this is, you know, we're not going to get to the end of the year without Jupyter you know, that's definitely happening. I think the biggest question is like, are Anthropic and Google.[00:30:13] Alessio: Increasing the pace, you know, like it's the, it's the cloud four coming out like in 12 months, like nine months. What's the, what's the deal? Same with Gemini. They went from like one to 1. 5 in like five days or something. So when's Gemini 2 coming out, you know, is that going to be soon? I don't know.[00:30:31] Alessio: There, there are a lot of, speculations, but the good thing is that now you can see a world in which OpenAI doesn't rule everything. You know, so that, that's the best, that's the best news that everybody got, I would say.[00:30:43] swyx: Yeah, and Mistral Large also dropped in the last month. And, you know, not as, not quite GPT 4 class, but very good from a new startup.[00:30:52] swyx: So yeah, we, we have now slowly changed in landscape, you know. In my January recap, I was complaining that nothing's changed in the landscape for a long time. But now we do exist in a world, sort of a multipolar world where Cloud and Gemini are legitimate challengers to GPT 4 and hopefully more will emerge as well hopefully from meta.[00:31:11] Open Source Models - Mistral, Grok[00:31:11] NLW: So speak, let's actually talk about sort of the open source side of this for a minute. So Mistral Large, notable because it's, it's not available open source in the same way that other things are, although I think my perception is that the community has largely given them Like the community largely recognizes that they want them to keep building open source stuff and they have to find some way to fund themselves that they're going to do that.[00:31:27] NLW: And so they kind of understand that there's like, they got to figure out how to eat, but we've got, so, you know, there there's Mistral, there's, I guess, Grok now, which is, you know, Grok one is from, from October is, is open[00:31:38] swyx: sourced at, yeah. Yeah, sorry, I thought you thought you meant Grok the chip company.[00:31:41] swyx: No, no, no, yeah, you mean Twitter Grok.[00:31:43] NLW: Although Grok the chip company, I think is even more interesting in some ways, but and then there's the, you know, obviously Llama3 is the one that sort of everyone's wondering about too. And, you know, my, my sense of that, the little bit that, you know, Zuckerberg was talking about Llama 3 earlier this year, suggested that, at least from an ambition standpoint, he was not thinking about how do I make sure that, you know, meta content, you know, keeps, keeps the open source thrown, you know, vis a vis Mistral.[00:32:09] NLW: He was thinking about how you go after, you know, how, how he, you know, releases a thing that's, you know, every bit as good as whatever OpenAI is on at that point.[00:32:16] Alessio: Yeah. From what I heard in the hallways at, at GDC, Llama 3, the, the biggest model will be, you 260 to 300 billion parameters, so that that's quite large.[00:32:26] Alessio: That's not an open source model. You know, you cannot give people a 300 billion parameters model and ask them to run it. You know, it's very compute intensive. So I think it is, it[00:32:35] swyx: can be open source. It's just, it's going to be difficult to run, but that's a separate question.[00:32:39] Alessio: It's more like, as you think about what they're doing it for, you know, it's not like empowering the person running.[00:32:45] Alessio: llama. On, on their laptop, it's like, oh, you can actually now use this to go after open AI, to go after Anthropic, to go after some of these companies at like the middle complexity level, so to speak. Yeah. So obviously, you know, we estimate Gentala on the podcast, they're doing a lot here, they're making PyTorch better.[00:33:03] Alessio: You know, they want to, that's kind of like maybe a little bit of a shorted. Adam Bedia, in a way, trying to get some of the CUDA dominance out of it. Yeah, no, it's great. The, I love the duck destroying a lot of monopolies arc. You know, it's, it's been very entertaining. Let's bridge[00:33:18] NLW: into the sort of big tech side of this, because this is obviously like, so I think actually when I did my episode, this was one of the I added this as one of as an additional war that, that's something that I'm paying attention to.[00:33:29] NLW: So we've got Microsoft's moves with inflection, which I think pretend, potentially are being read as A shift vis a vis the relationship with OpenAI, which also the sort of Mistral large relationship seems to reinforce as well. We have Apple potentially entering the race, finally, you know, giving up Project Titan and and, and kind of trying to spend more effort on this.[00:33:50] NLW: Although, Counterpoint, we also have them talking about it, or there being reports of a deal with Google, which, you know, is interesting to sort of see what their strategy there is. And then, you know, Meta's been largely quiet. We kind of just talked about the main piece, but, you know, there's, and then there's spoilers like Elon.[00:34:07] NLW: I mean, you know, what, what of those things has sort of been most interesting to you guys as you think about what's going to shake out for the rest of this[00:34:13] Apple MM1[00:34:13] swyx: year? I'll take a crack. So the reason we don't have a fifth war for the Big Tech Wars is that's one of those things where I just feel like we don't cover differently from other media channels, I guess.[00:34:26] swyx: Sure, yeah. In our anti interestness, we actually say, like, we try not to cover the Big Tech Game of Thrones, or it's proxied through Twitter. You know, all the other four wars anyway, so there's just a lot of overlap. Yeah, I think absolutely, personally, the most interesting one is Apple entering the race.[00:34:41] swyx: They actually released, they announced their first large language model that they trained themselves. It's like a 30 billion multimodal model. People weren't that impressed, but it was like the first time that Apple has kind of showcased that, yeah, we're training large models in house as well. Of course, like, they might be doing this deal with Google.[00:34:57] swyx: I don't know. It sounds very sort of rumor y to me. And it's probably, if it's on device, it's going to be a smaller model. So something like a Jemma. It's going to be smarter autocomplete. I don't know what to say. I'm still here dealing with, like, Siri, which hasn't, probably hasn't been updated since God knows when it was introduced.[00:35:16] swyx: It's horrible. I, you know, it, it, it makes me so angry. So I, I, one, as an Apple customer and user, I, I'm just hoping for better AI on Apple itself. But two, they are the gold standard when it comes to local devices, personal compute and, and trust, like you, you trust them with your data. And. I think that's what a lot of people are looking for in AI, that they have, they love the benefits of AI, they don't love the downsides, which is that you have to send all your data to some cloud somewhere.[00:35:45] swyx: And some of this data that we're going to feed AI is just the most personal data there is. So Apple being like one of the most trusted personal data companies, I think it's very important that they enter the AI race, and I hope to see more out of them.[00:35:58] Alessio: To me, the, the biggest question with the Google deal is like, who's paying who?[00:36:03] Alessio: Because for the browsers, Google pays Apple like 18, 20 billion every year to be the default browser. Is Google going to pay you to have Gemini or is Apple paying Google to have Gemini? I think that's, that's like what I'm most interested to figure out because with the browsers, it's like, it's the entry point to the thing.[00:36:21] Alessio: So it's really valuable to be the default. That's why Google pays. But I wonder if like the perception in AI is going to be like, Hey. You just have to have a good local model on my phone to be worth me purchasing your device. And that was, that's kind of drive Apple to be the one buying the model. But then, like Shawn said, they're doing the MM1 themselves.[00:36:40] Alessio: So are they saying we do models, but they're not as good as the Google ones? I don't know. The whole thing is, it's really confusing, but. It makes for great meme material on on Twitter.[00:36:51] swyx: Yeah, I mean, I think, like, they are possibly more than OpenAI and Microsoft and Amazon. They are the most full stack company there is in computing, and so, like, they own the chips, man.[00:37:05] swyx: Like, they manufacture everything so if, if, if there was a company that could do that. You know, seriously challenge the other AI players. It would be Apple. And it's, I don't think it's as hard as self driving. So like maybe they've, they've just been investing in the wrong thing this whole time. We'll see.[00:37:21] swyx: Wall Street certainly thinks[00:37:22] NLW: so. Wall Street loved that move, man. There's a big, a big sigh of relief. Well, let's, let's move away from, from sort of the big stuff. I mean, the, I think to both of your points, it's going to.[00:37:33] Meta's $800b AI rebrand[00:37:33] NLW: Can I, can[00:37:34] swyx: I, can I, can I jump on factoid about this, this Wall Street thing? I went and looked at when Meta went from being a VR company to an AI company.[00:37:44] swyx: And I think the stock I'm trying to look up the details now. The stock has gone up 187% since Lamo one. Yeah. Which is $830 billion in market value created in the past year. . Yeah. Yeah.[00:37:57] NLW: It's, it's, it's like, remember if you guys haven't Yeah. If you haven't seen the chart, it's actually like remarkable.[00:38:02] NLW: If you draw a little[00:38:03] swyx: arrow on it, it's like, no, we're an AI company now and forget the VR thing.[00:38:10] NLW: It's it, it is an interesting, no, it's, I, I think, alessio, you called it sort of like Zuck's Disruptor Arc or whatever. He, he really does. He is in the midst of a, of a total, you know, I don't know if it's a redemption arc or it's just, it's something different where, you know, he, he's sort of the spoiler.[00:38:25] NLW: Like people loved him just freestyle talking about why he thought they had a better headset than Apple. But even if they didn't agree, they just loved it. He was going direct to camera and talking about it for, you know, five minutes or whatever. So that, that's a fascinating shift that I don't think anyone had on their bingo card, you know, whatever, two years ago.[00:38:41] NLW: Yeah. Yeah,[00:38:42] swyx: we still[00:38:43] Alessio: didn't see and fight Elon though, so[00:38:45] swyx: that's what I'm really looking forward to. I mean, hey, don't, don't, don't write it off, you know, maybe just these things take a while to happen. But we need to see and fight in the Coliseum. No, I think you know, in terms of like self management, life leadership, I think he has, there's a lot of lessons to learn from him.[00:38:59] swyx: You know he might, you know, you might kind of quibble with, like, the social impact of Facebook, but just himself as a in terms of personal growth and, and, you know, Per perseverance through like a lot of change and you know, everyone throwing stuff his way. I think there's a lot to say about like, to learn from, from Zuck, which is crazy 'cause he's my age.[00:39:18] swyx: Yeah. Right.[00:39:20] AI Engineer landscape - from baby AGIs to vertical Agents[00:39:20] NLW: Awesome. Well, so, so one of the big things that I think you guys have, you know, distinct and, and unique insight into being where you are and what you work on is. You know, what developers are getting really excited about right now. And by that, I mean, on the one hand, certainly, you know, like startups who are actually kind of formalized and formed to startups, but also, you know, just in terms of like what people are spending their nights and weekends on what they're, you know, coming to hackathons to do.[00:39:45] NLW: And, you know, I think it's a, it's a, it's, it's such a fascinating indicator for, for where things are headed. Like if you zoom back a year, right now was right when everyone was getting so, so excited about. AI agent stuff, right? Auto, GPT and baby a GI. And these things were like, if you dropped anything on YouTube about those, like instantly tens of thousands of views.[00:40:07] NLW: I know because I had like a 50,000 view video, like the second day that I was doing the show on YouTube, you know, because I was talking about auto GPT. And so anyways, you know, obviously that's sort of not totally come to fruition yet, but what are some of the trends in what you guys are seeing in terms of people's, people's interest and, and, and what people are building?[00:40:24] Alessio: I can start maybe with the agents part and then I know Shawn is doing a diffusion meetup tonight. There's a lot of, a lot of different things. The, the agent wave has been the most interesting kind of like dream to reality arc. So out of GPT, I think they went, From zero to like 125, 000 GitHub stars in six weeks, and then one year later, they have 150, 000 stars.[00:40:49] Alessio: So there's kind of been a big plateau. I mean, you might say there are just not that many people that can start it. You know, everybody already started it. But the promise of, hey, I'll just give you a goal, and you do it. I think it's like, amazing to get people's imagination going. You know, they're like, oh, wow, this This is awesome.[00:41:08] Alessio: Everybody, everybody can try this to do anything. But then as technologists, you're like, well, that's, that's just like not possible, you know, we would have like solved everything. And I think it takes a little bit to go from the promise and the hope that people show you to then try it yourself and going back to say, okay, this is not really working for me.[00:41:28] Alessio: And David Wong from Adept, you know, they in our episode, he specifically said. We don't want to do a bottom up product. You know, we don't want something that everybody can just use and try because it's really hard to get it to be reliable. So we're seeing a lot of companies doing vertical agents that are narrow for a specific domain, and they're very good at something.[00:41:49] Alessio: Mike Conover, who was at Databricks before, is also a friend of Latentspace. He's doing this new company called BrightWave doing AI agents for financial research, and that's it, you know, and they're doing very well. There are other companies doing it in security, doing it in compliance, doing it in legal.[00:42:08] Alessio: All of these things that like, people, nobody just wakes up and say, Oh, I cannot wait to go on AutoGPD and ask it to do a compliance review of my thing. You know, just not what inspires people. So I think the gap on the developer side has been the more bottom sub hacker mentality is trying to build this like very Generic agents that can do a lot of open ended tasks.[00:42:30] Alessio: And then the more business side of things is like, Hey, If I want to raise my next round, I can not just like sit around the mess, mess around with like super generic stuff. I need to find a use case that really works. And I think that that is worth for, for a lot of folks in parallel, you have a lot of companies doing evals.[00:42:47] Alessio: There are dozens of them that just want to help you measure how good your models are doing. Again, if you build evals, you need to also have a restrained surface area to actually figure out whether or not it's good, right? Because you cannot eval anything on everything under the sun. So that's another category where I've seen from the startup pitches that I've seen, there's a lot of interest in, in the enterprise.[00:43:11] Alessio: It's just like really. Fragmented because the production use cases are just coming like now, you know, there are not a lot of long established ones to, to test against. And so does it, that's kind of on the virtual agents and then the robotic side it's probably been the thing that surprised me the most at NVIDIA GTC, the amount of robots that were there that were just like robots everywhere.[00:43:33] Alessio: Like, both in the keynote and then on the show floor, you would have Boston Dynamics dogs running around. There was, like, this, like fox robot that had, like, a virtual face that, like, talked to you and, like, moved in real time. There were industrial robots. NVIDIA did a big push on their own Omniverse thing, which is, like, this Digital twin of whatever environments you're in that you can use to train the robots agents.[00:43:57] Alessio: So that kind of takes people back to the reinforcement learning days, but yeah, agents, people want them, you know, people want them. I give a talk about the, the rise of the full stack employees and kind of this future, the same way full stack engineers kind of work across the stack. In the future, every employee is going to interact with every part of the organization through agents and AI enabled tooling.[00:44:17] Alessio: This is happening. It just needs to be a lot more narrow than maybe the first approach that we took, which is just put a string in AutoGPT and pray. But yeah, there's a lot of super interesting stuff going on.[00:44:27] swyx: Yeah. Well, he Let's recover a lot of stuff there. I'll separate the robotics piece because I feel like that's so different from the software world.[00:44:34] swyx: But yeah, we do talk to a lot of engineers and you know, that this is our sort of bread and butter. And I do agree that vertical agents have worked out a lot better than the horizontal ones. I think all You know, the point I'll make here is just the reason AutoGPT and maybe AGI, you know, it's in the name, like they were promising AGI.[00:44:53] swyx: But I think people are discovering that you cannot engineer your way to AGI. It has to be done at the model level and all these engineering, prompt engineering hacks on top of it weren't really going to get us there in a meaningful way without much further, you know, improvements in the models. I would say, I'll go so far as to say, even Devin, which is, I would, I think the most advanced agent that we've ever seen, still requires a lot of engineering and still probably falls apart a lot in terms of, like, practical usage.[00:45:22] swyx: Or it's just, Way too slow and expensive for, you know, what it's, what it's promised compared to the video. So yeah, that's, that's what, that's what happened with agents from, from last year. But I, I do, I do see, like, vertical agents being very popular and, and sometimes you, like, I think the word agent might even be overused sometimes.[00:45:38] swyx: Like, people don't really care whether or not you call it an AI agent, right? Like, does it replace boring menial tasks that I do That I might hire a human to do, or that the human who is hired to do it, like, actually doesn't really want to do. And I think there's absolutely ways in sort of a vertical context that you can actually go after very routine tasks that can be scaled out to a lot of, you know, AI assistants.[00:46:01] swyx: So, so yeah, I mean, and I would, I would sort of basically plus one what let's just sit there. I think it's, it's very, very promising and I think more people should work on it, not less. Like there's not enough people. Like, we, like, this should be the, the, the main thrust of the AI engineer is to look out, look for use cases and, and go to a production with them instead of just always working on some AGI promising thing that never arrives.[00:46:21] swyx: I,[00:46:22] NLW: I, I can only add that so I've been fiercely making tutorials behind the scenes around basically everything you can imagine with AI. We've probably done, we've done about 300 tutorials over the last couple of months. And the verticalized anything, right, like this is a solution for your particular job or role, even if it's way less interesting or kind of sexy, it's like so radically more useful to people in terms of intersecting with how, like those are the ways that people are actually.[00:46:50] NLW: Adopting AI in a lot of cases is just a, a, a thing that I do over and over again. By the way, I think that's the same way that even the generalized models are getting adopted. You know, it's like, I use midjourney for lots of stuff, but the main thing I use it for is YouTube thumbnails every day. Like day in, day out, I will always do a YouTube thumbnail, you know, or two with, with Midjourney, right?[00:47:09] NLW: And it's like you can, you can start to extrapolate that across a lot of things and all of a sudden, you know, a AI doesn't. It looks revolutionary because of a million small changes rather than one sort of big dramatic change. And I think that the verticalization of agents is sort of a great example of how that's[00:47:26] swyx: going to play out too.[00:47:28] Adept episode - Screen Multimodality[00:47:28] swyx: So I'll have one caveat here, which is I think that Because multi modal models are now commonplace, like Cloud, Gemini, OpenAI, all very very easily multi modal, Apple's easily multi modal, all this stuff. There is a switch for agents for sort of general desktop browsing that I think people so much for joining us today, and we'll see you in the next video.[00:48:04] swyx: Version of the the agent where they're not specifically taking in text or anything They're just watching your screen just like someone else would and and I'm piloting it by vision And you know in the the episode with David that we'll have dropped by the time that this this airs I think I think that is the promise of adept and that is a promise of what a lot of these sort of desktop agents Are and that is the more general purpose system That could be as big as the browser, the operating system, like, people really want to build that foundational piece of software in AI.[00:48:38] swyx: And I would see, like, the potential there for desktop agents being that, that you can have sort of self driving computers. You know, don't write the horizontal piece out. I just think we took a while to get there.[00:48:48] NLW: What else are you guys seeing that's interesting to you? I'm looking at your notes and I see a ton of categories.[00:48:54] Top Model Research from January Recap[00:48:54] swyx: Yeah so I'll take the next two as like as one category, which is basically alternative architectures, right? The two main things that everyone following AI kind of knows now is, one, the diffusion architecture, and two, the let's just say the, Decoder only transformer architecture that is popularized by GPT.[00:49:12] swyx: You can read, you can look on YouTube for thousands and thousands of tutorials on each of those things. What we are talking about here is what's next, what people are researching, and what could be on the horizon that takes the place of those other two things. So first of all, we'll talk about transformer architectures and then diffusion.[00:49:25] swyx: So transformers the, the two leading candidates are effectively RWKV and the state space models the most recent one of which is Mamba, but there's others like the Stripe, ENA, and the S four H three stuff coming out of hazy research at Stanford. And all of those are non quadratic language models that scale the promise to scale a lot better than the, the traditional transformer.[00:49:47] swyx: That this might be too theoretical for most people right now, but it's, it's gonna be. It's gonna come out in weird ways, where, imagine if like, Right now the talk of the town is that Claude and Gemini have a million tokens of context and like whoa You can put in like, you know, two hours of video now, okay But like what if you put what if we could like throw in, you know, two hundred thousand hours of video?[00:50:09] swyx: Like how does that change your usage of AI? What if you could throw in the entire genetic sequence of a human and like synthesize new drugs. Like, well, how does that change things? Like, we don't know because we haven't had access to this capability being so cheap before. And that's the ultimate promise of these two models.[00:50:28] swyx: They're not there yet but we're seeing very, very good progress. RWKV and Mamba are probably the, like, the two leading examples, both of which are open source that you can try them today and and have a lot of progress there. And the, the, the main thing I'll highlight for audio e KV is that at, at the seven B level, they seem to have beat LAMA two in all benchmarks that matter at the same size for the same amount of training as an open source model.[00:50:51] swyx: So that's exciting. You know, they're there, they're seven B now. They're not at seven tb. We don't know if it'll. And then the other thing is diffusion. Diffusions and transformers are are kind of on the collision course. The original stable diffusion already used transformers in in parts of its architecture.[00:51:06] swyx: It seems that transformers are eating more and more of those layers particularly the sort of VAE layer. So that's, the Diffusion Transformer is what Sora is built on. The guy who wrote the Diffusion Transformer paper, Bill Pebbles, is, Bill Pebbles is the lead tech guy on Sora. So you'll just see a lot more Diffusion Transformer stuff going on.[00:51:25] swyx: But there's, there's more sort of experimentation with diffusion. I'm holding a meetup actually here in San Francisco that's gonna be like the state of diffusion, which I'm pretty excited about. Stability's doing a lot of good work. And if you look at the, the architecture of how they're creating Stable Diffusion 3, Hourglass Diffusion, and the inconsistency models, or SDXL Turbo.[00:51:45] swyx: All of these are, like, very, very interesting innovations on, like, the original idea of what Stable Diffusion was. So if you think that it is expensive to create or slow to create Stable Diffusion or an AI generated art, you are not up to date with the latest models. If you think it is hard to create text and images, you are not up to date with the latest models.[00:52:02] swyx: And people still are kind of far behind. The last piece of which is the wildcard I always kind of hold out, which is text diffusion. So Instead of using autogenerative or autoregressive transformers, can you use text to diffuse? So you can use diffusion models to diffuse and create entire chunks of text all at once instead of token by token.[00:52:22] swyx: And that is something that Midjourney confirmed today, because it was only rumored the past few months. But they confirmed today that they were looking into. So all those things are like very exciting new model architectures that are, Maybe something that we'll, you'll see in production two to three years from now.[00:52:37] swyx: So the couple of the trends[00:52:38] NLW: that I want to just get your takes on, because they're sort of something that, that seems like they're coming up are one sort of these, these wearable, you know, kind of passive AI experiences where they're absorbing a lot of what's going on around you and then, and then kind of bringing things back.[00:52:53] NLW: And then the, the other one that I, that I wanted to see if you guys had thoughts on were sort of this next generation of chip companies. Obviously there's a huge amount of emphasis. On on hardware and silicon and, and, and different ways of doing things, but, y

Fantagraphics-O-Rama: The End by Anders Nilsen, Metax by Antoine Cossé, and Halcyon by Ron Regé Jr., Sandman on NetFlix, Spectreman Heroes #2: Lionmaru by Hiroshi Kanatani and Matt Frank from Antarctic Press, Titan-O-Rama: Bloodborne: Lady of the Lanterns #1 by Cullen Bunn, Piotr Kowalski, and Brad Simpson and Ms. Tree Volume Three: The Cold Dish by Max Allan Collins and Terry Beatty, Curse of the Chosen Volume 1 by Alexis Deacon from Flying Eye Books/Nobrow Press, Echolands by J. H. Williams III and W. Hayden Blackman, and Dave Stewart from Image, Batman: One Bad Day: The Riddler #1, Ant-Man #1, plus a whole mess more!

Alex Kruger is an Economist and Trader. In this conversation, we discuss the macro environment, how the Feds actions are deciding the market, how Alex trades in this economic environment, converting to trading 100% Crypto, and what may happen to Bitcoin & Crypto in the coming months. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Jason Williams is an entrepreneur, investor, business partner of mine and the author of the book "Bitcoin : Hard Money You Can't F*ck With" In this conversation, we discuss the current state of the market and economic concerns. Jason helps to provide excellent knowledge on his investment strategies during this time of uncertainty. He also provides additional advice as to how you can build your skills and wealth, even during a bad economy. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Hannah Maruyama is the host of the podcast and TikTok channel "Degree Free", she's also a graduate of our crypto training course "Crypto Academy". In this conversation, we talk about getting a job in Crypto, pivoting and learning new skills for a career change, the "Degree Free" movement of opting out of a college, and how you can make six figures a year without a college degree. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Dmitry Shklovsky is the Co-Founder of Quicknode and Dan van der Merwe is the Co-Founder of Icy.Tools In this conversation, I talk to Dmitry and Dan about Quicknode's acquisition of Icy.Tools, the connectivity needed to various blockchains, how Icy.Tools' product helps give people more insight to the NFT market, and how both companies hope to build a stronger infrastructure in the Crypto space. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Ric Edelman is the author of the new book "The Truth About Crypto" and is the #1 Independent Financial Advisor in the country. In this conversation, we talk about the macro environment, Bitcoin, why Ric pivoted to focus on Crypto, the role of Cryptocurrencies in an individual's portfolio, and why the invention of the Blockchain is one of the greatest human inventions of all time. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Travis Kling is the Founder & CIO of Ikigai Asset Management In this conversation, we discuss the market crash & the macro environment, where Bitcoin's price may fall to, what he expects the Fed will do in the coming months. the large pool of capital that is pouring into the Crypto industry, and how you can make money during a recession. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Colton Sakamoto Is The CEO of Inflection Points Inc. In this conversation, we talk about getting a job in the Bitcoin and Crypto Industry. Some of the topics include industry trends, where people are applying, how much they are getting paid, and all the methods you can use to help you get a new job in this fast growing industry. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Kyle Trouble is an online personality who I've enjoyed following for his independent, clear thinking on how people can become sovereign individuals. In this conversation, we discuss building businesses, digital nomad, living in Ukraine, Bitcoin, and regulation. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Adam Dell is the Founder Domain Money. He previously sold one of his companies to Goldman Sachs and is the former Head Of Product at Marcus. In this conversation, we discuss building technology companies, the viewpoints of legacy financial firms on Crypto, and how Adam and his team of 30 people from Goldman are building Domain Money to become the leading platform for managed funds in Crypto. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Chris Power is the Co-Founder & CEO of Hadrian, a brand new 21st Century software enabled, manufacturing facility focused on the aerospace industry. In this conversation. we discuss building this new manufacturing model, space travel, going to Mars, Elon Musk, advancements in the aerospace industry, and the current macro economic climate. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Codie Sanchez is an entrepreneur, investor and the founder of the "Contrarian Thinking" Newsletter. She focuses on acquiring small businesses with hopes of turning them into immediate cashflow. In this conversation, we talk about all the "boring" businesses that will give you cashflow and help build an incredible portfolio. We cover everything from ice machines, ATMS, and renting out your pool and car. Codie and I also talk about new sectors in tech that she's excited about and how you can make $1000 a week if you're just starting out. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Udi Wertheimer is a independent developer and consultant. He also runs one of my favorite Twitter accounts. In this conversation, we discuss his thoughts on the The Bitcoin Conference, Bitcoin mining, U.S. vs. Non-U.S. regulation, toxicity in the Bitcoin community, and what Udi is excited about in the Bitcoin industry. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Peter McCormack is the host of the "What Bitcoin Did" podcast and is the new owner of the Real Bedford Football Club. In this conversation, we discuss the Bitcoin Conference, Peter's thoughts on toxic Bitcoin maximalism, concerns with El Salvador, and the progress on Real Bedford F.C. since acquiring the team. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Thomas Farley is the former President of the New York Stock Exchange and is the Incoming CEO of Bullish. In this conversation, we discuss Tom deciding to transition to the Crypto industry, Exchange Infrastructure, Bitcoin, Regulation, Liquidity Pools, and Institutional Adoption. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

This week is the Bitcoin Conference In Miami Beach. In this episode, I break down what you may expect to see at the conference along with a message of staying rooted with your feet on the ground. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Blake Masters is the former COO of Thiel Capital and the Co-Author of "Zero To One". He is now running for the U.S. Senate in the state of Arizona. In this conversation we discuss the economy, Bitcoin, individual rights and how Blake intends to provide solutions to the American people if elected to the Senate.. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

This episode is a little different than the usual podcast format. There is no guest. Instead, I will share a couple of thoughts I have around a specific topic. Today I discuss how the free markets continue to lead the way in positively changing society despite market interventionists claiming the contrary. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Peter Zeihan is a Geopolitical strategist and author of the upcoming book "The End of the World Is Just the Beginning: Mapping the Collapse of Globalization" In this conversation, we break down the Russia vs. Ukraine situation. Peter gives us all of the details on how we got here and what might happen with the war in the coming months. Also, Peter is not a supporter of Bitcoin, so we had an open debate about the pros and cons of Bitcoin. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

This episode is a little different than the usual podcast format. There is no guest. Instead, I will share a couple of thoughts I have around a specific topic. Today I discuss Terra and USTs plans to back their stablecoins with Bitcoin. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Anastasia Amoroso is the Chief Investment Strategist at iCapital Network. In this conversation, we talk about the market bottom, the price of oil, inflation, and future fed interest rates. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Bradley Kam is the Co-Founder of Unstoppable Domains. In this conversation, we discuss digital property rates, identity verification, domains that can't censored, and the future roadmap for Unstoppable Domains. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Peter Schiff is everyone's favorite gold bug. He is the Chief Economist & Global Strategist at EuroPac and Founder of Schiff Gold. In this conversation, we discuss Federal Reserve policy, monetary stimulus injected into the global economy, how the Russia/Ukraine conflict affects the U.S. dollar, and of course and Bitcoin vs. Gold debate. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= The Pod Pro Cover by Eight Sleep is the most advanced solution on the market for thermoregulation. It pairs dynamic cooling and heating with biometric tracking. Go to https://www.eightsleep.com/Pomp to check out the Pod Pro Cover and save $150 at checkout. Eight Sleep currently ships within the USA, Canada, and the UK. ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

This episode is a little different than the usual podcast format. There is no guest. Instead, I will share a couple of thoughts I have around a specific topic. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= Compass Mining is the world's first online marketplace for bitcoin mining hardware and hosting. Compass was founded with the goal of making it easy for everyone to mine bitcoin. Visit compassmining.io to start mining bitcoin today! ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Nic Carter is a Partner at Castle Island Ventures. In this conversation, we discuss Bitcoin, Mining, Mexico Senator Encouraging Bitcoin, Russia/Ukraine conflict, and Canada's financial censorship. Nic joined us in the studio as a guest host on "The Best Business Show". To see the video of this episode, head over to the "The Best Business Show: LIVE" Youtube Channel. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= Compass Mining is the world's first online marketplace for bitcoin mining hardware and hosting. Compass was founded with the goal of making it easy for everyone to mine bitcoin. Visit compassmining.io to start mining bitcoin today! ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

This episode is a little different than the usual podcast format. There is no guest. Instead, I will share a couple of thoughts I have around a specific topic. Today I discuss the current financial suppression occurring in Canada. In response to Canada's authoritarian actions, people are getting Orange-Pilled in real time. Longtime adversaries of Bitcoin are starting to change their mind and are seeing why Bitcoin is so important. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= Compass Mining is the world's first online marketplace for bitcoin mining hardware and hosting. Compass was founded with the goal of making it easy for everyone to mine bitcoin. Visit compassmining.io to start mining bitcoin today! ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

This episode is a little different than the usual podcast format. There is no guest. Instead, I will share a couple of thoughts I have around a specific topic. Today I discuss the recent financial censorship occurring in Afghanistan, Russia and Canada. These socio-economic trends emphasize the value of Bitcoin and it's decentralized properties. ======================= LMAX Digital - the market-leading solution for institutional crypto trading & custodial services - offers clients a regulated, transparent and secure trading environment, together with the deepest pool of crypto liquidity. LMAX Digital is also a primary price discovery venue, streaming real-time market data to the industry's leading analytics platforms. LMAX Digital - secure, liquid, trusted. Learn more at LMAXdigital.com/pomp ======================= Compass Mining is the world's first online marketplace for bitcoin mining hardware and hosting. Compass was founded with the goal of making it easy for everyone to mine bitcoin. Visit compassmining.io to start mining bitcoin today! ======================= The world's 2nd largest crypto exchange, OKEx, has dropped the "E" to become OKX, reflecting its evolution from a traditional crypto exchange to a comprehensive, cross-platform crypto services provider. With OKX's decentralized platform and Web3 wallet, MetaX, you have full custody over your crypto. Explore DeFi, NFTs and play-to-earning gaming with the world's most powerful crypto exchange. Visit OKX.com to learn more. =======================

Throughout the government’s handling of the coronavirus crisis, we’ve seen an unprecedented and severe encroachment on our civil liberties, more so than ever before. Slowly, our freedoms and our ability to live our lives unmonitored and unfettered is being chipped away.  This isn’t to say there shouldn’t be legitimate government intervention in times of panic. However, we should be worried that what starts out as a seemingly harmless emergency protocol gets manipulated into outright oppression. This doesn’t just affect our day-to-day lives, it affects our money too. When the government has more control than ever, that can reach right into our wallets and threaten our financial freedom.   This is why the times we’re living in are so dangerous, and why we should be protecting  freedom, liberty and equality. How is the government slowly gaining more control over us, and why should this be a concern? In this episode, I talk about these unprecedented times and what they can tell us about the power structures in America.  3 Things We Learned From This Episode   Why money is a vehicle for freedomMoney is the provider for you to live the life you want in a free society. The minute the government taxes you, they restrict that ability. If the extent of the taxation is too big, it takes away your ability to live the life you want.    What makes tax law so important to meTax law is where government control and your money and freedom collide. If we’re not aware of what’s happening, the government’s power will slowly reach into your wallet and compromise your liberty in the process.    How to defend our freedoms as the government tries to take them awayWe need to make our nation better by taking a stand against oppression, unreasonable control and anything that tries to suppress our lives, livelihoods and liberties.

In this special joint episode recorded with Crypto Token Talk host Kelley Weaver and guest-host Nikki Brown with The Coin Boys hosts Andy Steig and Daniel Gutierrez, the podcast hosts come together for a lively discussion of all things blockchain and crypto. Each host tells the story of how he/she got into crypto in the first place and shares thoughts on how blockchain can achieve mass adoption. As a first course of action, crypto enthusiasts need to use decentralized applications. Equally essential are developments pertaining to making dapps and crypto payments easier. Finally, we need more education as to the value of being empowered with increased control over one’s own value, data, and governance. The hosts also talk about layers of trust in blockchain applications as well as the reality that not everything needs to be decentralized. Everyone agreed that it’s essential for the community to maintain open arms when it comes to welcoming those who are new to crypto into this space. One day we won’t necessarily distinguish between dapps and apps; they will all just be “apps.” Over the course of the last three years, we’ve seen a transition from the theoretical to the actual. Some projects with fully-functional blockchain applications include MetaX’s adChain Registry of community-approved ad-supported websites, Breaker’s movie streaming dapp, and Pyrofex’s crypto payment processor Numifex.   Topics covered: -Stories of how each host got into crypto -Paths to mass adoption -Not everything needs to be decentralized -Maintaining a welcoming crypto community -Danger of Corporations developing their own cryptocurrencies -The transition from apps to dapps (eventually we’ll call them all “apps”) -Fully-functional blockchain applications   Links to resources: This episode on The Coin Boys: https://thecoinboys.com/index.php/2019/05/28/special-joint-podcast-the-coin-boys-with-crypto-token-talk/ The Coin Boys on Twitter: https://twitter.com/coinboyspodcast The Coin Boys Featured in a Crypto Token Talk Medium Story: https://medium.com/cryptotokentalk/the-best-use-case-for-blockchain-technology-is-still-within-our-own-financial-systems-says-cca12a6be348

Kicking off season two, this episode was recorded at the Crypto Invest Summit 2019 in Los Angeles. Joining Kelley Weaver are Tijana Damjanovic Gertner (Chief Marketing Officer of Anchor), Nash Foster (CEO of Pyrofex), and Ken Brooke (CEO of MetaX). The panel gives an explanation of their projects before getting into the focus of the discussion: mass adoption of blockchain technology. The three guests are first asked about what their favorite use cases of blockchain are and how they are applying it to their own projects. Nash talks about what needs to happen to get cryptocurrency used in day-to-day transactions, including the social aspect implemented by some applications. With Ken’s project focusing on digital advertising, he explains why blockchain is so disruptive to the ad tech ecosystem. Next, Tijana discusses stablecoins, which aim to resolve the issue of volatility currently plaguing the crypto ecosystem. Tijana introduces Anchor as a non-flationary stablecoin indexed to global GDP. Ken offers his thoughts on when it makes sense to use blockchain technology versus when is it unnecessary. Tijana comments on issues pertaining to the current regulatory landscape. The panel finishes with guests talking about how long it will take for mass adoption to be achieved.   Topics covered: - Introductions of Tijana, Nash, and Ken, plus their projects. - The best use cases of blockchain technology and how each guest’s project contributes. - Improvements that need to be made in the space to encourage mainstream adoption. - Applications of blockchain to advertising. - An explanation of the various types of stablecoins. - Creating a better understanding of cryptocurrency for end users. - When blockchain is required and when it is not. - The biggest problems facing blockchain today. - Issues faced by each guest in developing their own blockchain projects.   Links for resources mentioned: https://cis.la/ https://metax.io/en/ https://pyrofex.io/ https://theanchor.io/  

Here it is. A podcast. It's a podcast and here it is. Yes. Yes? Yes.Helpful LinksPodcast FeedSubscribe with iTunesDirect mp3 downloadMisc. - jessamyn's photo of a funny tombstone racking up uncredited reddit karma - I indirectly inherited my grandpa's stained glass kit Jobs - I am looking for an accountant by msali - Mobile Plant Tissue Culture (Micropropagation) Technician - Guelph (Ontario, CA) area by porpoise - Needed: Volunteer CSS developer for a progressive activism site by daisyace - EFF Activist by roll truck roll Projects - The Solar Nerd by caffeine_monkey - Noon All Year ... and more by terrapin - Shit Solidarity: Magnetic Memes on Workers' Wages in Shitter Stalls by duffell (MeFi Post) - Making a Menger sponge in stained glass by cortex (MeFi Post) - Virtual ChIP-seq by grouse MetaFilter - Librarians on Horseback by carmicha - hurf durf book eater by jessamyn - Lost pets, ham, and creepy messages by mandolin conspiracy - Welcome To The Trauma Floor by the man of twists and turns - "Tom Nook saying foul things will never not be funny." by Fizz - "Science writer & communicator" by Johnny Wallflower - Simple (?) linear browser puzzler by Jpfed - by Freelance Demiurge - all the wrong answers are interesting by spamandkimchi - Award-winning photographer Lisa Saad accused of stealing images by unliteral Ask MeFi - Let's shed some light on the situation by nkknkk - Should I go to rehab? What questions do I need to ask? by Anonymous - animated aardvarks? by chasles - Tongue in cheek songs about historical topics by Omnomnom - Songs that take place during a nuclear blast by fiercecupcake - Ska covers of songs that are not ska by Frowner - Are phone books disappearing? by sitecoach - What archive would like my zine collection? by ardgedee - Help me smell like a man by OrangeDisk - Eclectic or oddball museums that are worth a detour? by Jasper Fnorde - What are the most awkward parts of your job, and how do you handle them? by amicamentis MeFi Music Featured in this episode: - Level 3 by q*ben - Freddie the Freeloader by CarrotAdventure - 03 - house by the river - vampire deer by pyramid termite - To the Night by nikaspark MetaTalk - Nintendo Switch: The Enfriendening by lazaruslong - Longest time from comment to first like by COD - Will Poo Month Never End??? by Homo neanderthalensis - Subreddit recommendations by acb - Why no meetup photos? by cilantro - MetaX by Fizz - MetaOops by Fizz

Our guest today is Zayi Reyes, VP Marketing at MetaX. She began working at MetaX in in it’s early stages when the company was first transitioning to blockchain. Now MetaX is partnered with ConsenSys and Microsoft for the adChain Registry project. Adchain Registry is a community-curated whitelist on the Ethereum mainnet for the advertising industry. Zayi explains how websites can apply to be added to the whitelist and acceptance is decided on by participant voting. She emphasizes that marketing is key to enabling mainstream adoption of blockchain. To conclude, Zayi shares some of her favorite potential applications and shares resources on expanding blockchain knowledge and awareness.   Topics covered: - Zayi’s responsibilities at MetaX. - How Zayi got involved with cryptocurrency. - adChain Registry and what it wants to accomplish. - Applying domains on adChain. - Marketing strategies for adChain. - Marketing in relation to mainstream cryptocurrency adoption. - The blockchain applications that Zayi is excited about. - Zayi’s recommended resources.   Resource Links: https://metax.io/ https://publisher.adchain.com/ mailto:hello@metax.io https://www.goldmansachs.com/insights/pages/blockchain/ http://www.weekinethereum.com/ https://epicenter.tv/ http://unchainedpodcast.co/  

Ken Brook co-founded and is the CEO of MetaXchain - a blockchain technology company focusing on the development and adoption of open platforms for the digital advertising industry. They are best known for building the Ethereum based digital advertising platform, adChain. See acast.com/privacy for privacy and opt-out information.

Description: Alanna Gombert joins us to discuss blockchains, one of the most widely spoken and least understood technologies in the universe. Blockchains mean something very specific for advertisers and technology, and there is no one better than Alanna for this subject. As the Global CRO at MetaX, Alanna is at the forefront of bringing in other voices and having everyone take part in the conversation. We also talk with her about hosted advertising and changing the incentive model, the current shift to more transparency, and of course, the bitcoin whales. Takeaways: [3:17] Blockchain gets conflated with cryptocurrency. In layperson terms, it is a letter system. What makes it special is it is decentralized, encrypted, immutable, and hard to change. There are public and global blockchains systems and private enterprise versions. [5:29] Alanna defines tokens and cryptocurrency. Satoshi Nakamoto wrote a paper about bitcoin in 2008 during the housing crisis on decentralized currency. [6:47] Thinking about currency that could be accessed around the world for those that didn’t have access to banks was a high interest point of bitcoin to Alanna. [10:11] Alanna shares her journey into the interest of how she got into blockchain, supply chain transparency and the tracking analytic patterns of fake news. [11:48] Token Curated Registry, or TCR, is data and voting determined by token holders. For example, the token holders would vote on if a publisher is quality for advertising or not. There are two sides: publisher and advertiser. [16:44] This peer-to-peer method lends credibility to sites and helps the industry self-regulate. There is a lot of bloat in advertising, and Alanna seeks to be part of the movement to help open up the conversation on the implementation process in advertising. [28:49] Alanna addresses opposition in cryptocurrency and how it can be overcome by education and inclusion in the community. [43:14] When working with big brands, Alanna finds talking about data and targeting has taken over the conversation. She is on a mission to open up the conversation so individuals can have just as equal a voice as large brands. [48:24] Alanna goes over terms in the bitcoin community and what they mean in crypto in terms of safety and security. [59:01] Alanna describes her experience of working at an industry organization. [67:20] Possible new name: token economy? It’s still a work in progress so stay tuned.     Mentioned in This Episode: MetaX  @Alannaaroazzi adToken ADChain   Quotes “In some ways, comparing it to a rock in the ground like gold vs. computational power and energy, I think in some ways cryptocurrency could be more valuable.” “Why get into digital if you can’t make up acronyms?” “There needs to be a way for all players to communicate together in a safe environment.”

With a background in the advertising world and the realization that fraud in the digital advertising space amounts to about nine billion dollars per year, Alanna Gombert decided to join Ken Brook, founder of MetaX, in his mission to clean out and make more transparent the digital advertising supply chain. MetaX has created an unprecedented level of transparency in the digital ad space by creating the first token-curated registry on Ethereum, and here's how it works: there is a list of publisher URLs within the ad chain registry that can be voted in or out of the registry by token holders based on the consensus definition of “quality.” That list then becomes a universal whitelist for digital advertisers and buyers. “It's a self-regulation tool where you can report bad actors and vote in quality publishers- all on the construct of just holding a token and using that token to vote,” says Gombert. In addition to MetaX, Gombert was involved with the development of Digital Asset Trade Association (DATA), the first-ever lobbying organization for the blockchain and crypto space. Although still in its infancy, the organization has already expanded from working on state-level to federal-level projects. Tune in to hear the details, and get in contact by visiting metax.io and digitalasset.org.

Computational Basics of Advertising, Xplore, MetaX Speakers: Sam Cox, Adx Buyers & Exchanges at Google Anthony Katsura, Nextstar Media Group, Inc. Event: Blockchain Xplore, MetaX, Microsoft Conference Center, NYC, 2.27.18 Links: https://www.metax.io This is the Impact Innovation Podcast by Rebel Method. Bringing you events and panels on different topics to keep you on the edge of innovation and accelerating impact founders from zero to impact. What your event covered? Interested in sponsoring our podcast? Message Sergio on LinkedIn here: www.linkedin.com/in/sergiomarrero Music credit: Starlight by NUBY https://soundcloud.com/nubymusik/starlight Tags: startup innovation fintech blockchain crypto ethereum bitcoin microsoft digital advertising google

Women in Blockchain, MetaX, NYC Speakers: Annie Massa, Bloomberg Susan Parker, The New York Times Alanna Gombert, MetaX Yasmeen Drummond, Team Block Society Event: Blockchain Xplore, MetaX, Microsoft Conference Center, NYC, 2.27.18 Links: https://www.metax.io This is the Impact Innovation Podcast by Rebel Method. Bringing you events and panels on different topics to keep you on the edge of innovation and accelerating impact founders from zero to impact. What your event covered? Interested in sponsoring our podcast? Message Sergio on LinkedIn here: www.linkedin.com/in/sergiomarrero Music credit: Starlight by NUBY https://soundcloud.com/nubymusik/starlight Tags: startup innovation fintech blockchain crypto ethereum bitcoin microsoft digital advertising consensus ethereal women NYC

Dramatically Simplifying Supply Chains, MetaX, NYC Speakers: Mike Goldin, ConsenSys Event: Blockchain Xplore, MetaX, Microsoft Conference Center, NYC, 2.27.18 Links: https://www.metax.io This is the Impact Innovation Podcast by Rebel Method. Bringing you events and panels on different topics to keep you on the edge of innovation and accelerating impact founders from zero to impact. What your event covered? Interested in sponsoring our podcast? Message Sergio on LinkedIn here: www.linkedin.com/in/sergiomarrero Music credit: Starlight by NUBY https://soundcloud.com/nubymusik/starlight Tags: startup innovation fintech blockchain crypto ethereum bitcoin microsoft digital advertising ConsenSys NYC supplychain

Microsoft: Enterprise Leading Case Study Speakers: Igor Lilic, Cellarius, ConsenSys Tyler Mulvihil, Viant, ConsenSys Event: Blockchain Xplore, MetaX, Microsoft Conference Center, NYC, 2.27.18 Links: https://www.metax.io This is the Impact Innovation Podcast by Rebel Method. Bringing you events and panels on different topics to keep you on the edge of innovation and accelerating impact founders from zero to impact. What your event covered? Interested in sponsoring our podcast? Message Sergio on LinkedIn here: www.linkedin.com/in/sergiomarrero Music credit: Starlight by NUBY https://soundcloud.com/nubymusik/starlight Tags: startup innovation fintech blockchain crypto ethereum bitcoin microsoft digital advertising consensys ethereum

In this episode, we discuss: - The week in ad tech: LinkedIn launches its DSP and YuMe gets acquired - Gravity4 launching its Blockchain-based Lydian Coin token - Deeper look at who’s who of ad tech companies doing Blockchain today, including MetaX, Rebel.ai, MadHive, NYIAX.

This week I chat with Ken Brook, CEO and cofounder of Metax & Will Rand about blockchain in the digital ads. I am, admittedly, a total n00b when it comes to the blockchain so Ken & Will walk me through how it works and how it could be useful in ad

Episode 22 Digital Media Management - This week the hosts discuss creating, managing, and storing digital media. Make MKV Handbrake video transcoding MetaX for Windows Facebook iTunes Stitcher You can email the show with questions or comments at geeksgadgetsandguns@gmail.com 

iPhone 2.1 erscheint für Entwickler; Kritik am App Store; NetNewsWire für das iPhone; MetaX