AI4S 需要狂人与野心家|对话英灵殿 Odin:"如果神存在,我怎能容忍自己不是神?"【公路播客】
62 min
•Jul 12, 20266 days agoSummary
Odin, CEO of Valhalla (英灵殿), discusses his AI-for-science startup focused on automating scientific discovery through AI-driven molecular and protein design. He shares his unconventional path from Baker Lab to founding a company aimed at compressing centuries of scientific progress into years by automating hypothesis generation and data analysis.
Insights
- AI for science's core value is not replacing scientists but freeing them from routine computational work to focus on fundamental scientific questions
- Automating the scientific method—data analysis, hypothesis generation, and validation—could compress scientific timelines from centuries to decades
- Founding a deep-tech company requires balancing ambition with humility; success depends on assembling the right research talent and maintaining focus on core scientific problems rather than business metrics
- The AI-for-science field is in a 'Warring States' phase with multiple competing approaches (molecular design, protein design, materials discovery); consolidation and standardization will likely follow within 5 years
- Personal conviction and courage to leave prestigious institutions (like Baker Lab) are often necessary to pursue transformative scientific goals
Trends
AI-for-science moving from academic research to commercial applications in drug discovery and biotechShift toward unified physics-based approaches in molecular modeling rather than task-specific AI modelsIncreasing adoption of diffusion models and transformer architectures for scientific design problemsGrowing competition among startups in AI-driven drug discovery, materials science, and synthetic biologyTalent migration from established labs (Baker Lab, academic institutions) to well-funded AI-science startupsIntegration of wet-lab validation with AI design pipelines becoming critical for credibilityEmergence of 'AI for science' as distinct category from general AI, requiring domain expertise in physics and biologyVenture capital showing strong interest in hard-tech AI applications with clear scientific validation paths
Topics
AI-driven molecular design and protein engineeringAutomating scientific discovery and hypothesis generationDiffusion models and transformer architectures in scientific computingDrug discovery acceleration using AISynthetic biology and DNA/RNA designUnified physics frameworks for molecular interactionsWet-lab validation of AI-designed moleculesTalent recruitment in deep-tech startupsFunding strategy for hard-tech companiesBaker Lab and academic research commercializationEntrepreneurship in biotech and AIPersonal philosophy and decision-making in foundingCompetitive landscape in AI-for-scienceLong-term vision for automating scientific progressEthical considerations in AI-driven research
Companies
Valhalla (英灵殿)
Odin's AI-for-science startup focused on automating molecular and protein design using AI; currently 30 employees
Baker Lab
Prestigious research lab where Odin worked before founding Valhalla; known for protein design research
University of Washington
Affiliated with Baker Lab; mentioned as context for Odin's academic background
People
Odin
Guest discussing AI-for-science startup, molecular design automation, and entrepreneurial philosophy
David Baker
Odin's former mentor and collaborator; pioneering work in protein design that influenced Odin's research direction
Koji
Podcast host conducting interview with Odin
Quotes
"如果你能够全自动化这个过程,那你就能把人类的历史进程继续往前压缩。比如说从牛顿地学到量子地学大概可能走了300年400年,如果这个事情能够被自动化,你就有机会比如10年甚至更短时间把整个科学路程走完"
Odin•Early in interview
"如果神存在,我怎能容忍自己不是神?"
Odin•Episode title reference
"我们认为AI for science的意义不在于替代人类科学家,而在于把人类科学家从繁琐的计算工作中解放出来,让他们能够专注于更基础、更本质的科学问题"
Odin•Mid-interview
"现在这个时代其实非常像LM甚至还有早期的时代,五年以后会有一个秦国大一统,技术慢慢走向收敛"
Odin•Discussing competitive landscape
"我知道的并不比你们多,所以永远的在学习"
Odin•On maintaining humility
Full Transcript
Hi, I'm Koji. Today's 14th of the day is a tour of the show. Our guest is Odin. Hi, Odin, welcome to the 14th of the day. Odin's current company called the Theeinin店. He was a practice of the work of the world. He was also a part of the work of the Nobel Prize in the research lab. We'll start from the question. What's your name? I'm 26 years old. Your degree is a lot of university. I have a lot of university. I'm from the University of Cedars, and then I'm from the University of Cedars. What are MBTI and what are you doing? MBTI is what is NTG, and I'm from the University of Cedars. Let me introduce you to the English company. We are doing what is doing in the last year's research. We hope that we are doing a very powerful AI platform. We are doing a scientific technology. We are doing a scientific technology. It's a scientific technology. 如果你去翻回整个科学的历史 比如说开普洛当时他发现三个定律实际上是在一个大量的data analysis以及他各种假设的提出就找到一条正确的道路 我们认为如果你能够全自动化这个过程 那你就能把人类的历史进程继续往前压缩 比如说从牛顿地学到量子地学大概可能走了300年400年 如果这个事情能够被自动化 你就有机会比如10年甚至更短时间把整个科学路程走完 It is built in this country's energy technology. Yes, it is more like a different foundation. It is a very important feature of human beings. What's the income situation? The first is the 5-gb yen capital. The second is the 2-gb yen. The second is the 1-gb yen. The second is the 1-gb yen. The whole amount is about the number of thousand. 咱们现在团队的规模呢? 我们昨天刚好达到了30个人的规模 我们其实在我们创业之前就是一个比较完整的一个小的research团队 我们在创业之后其实更多的是把之前的小伙伴一起召集起来 我们做更为人或者讲教以前穷的时候做不了的事情 一句话介绍一下创业之前做过一些什么? We actually just started doing a research We started doing AI-like small分子 research Then we went to the Big Lab to do AI-like design We realized we needed to break all the time So we started doing a more common-like, all-mobile-like design The way it was a small-like design Can you talk about what's called the whole-like design How did you cut off the whole-like design? So we think that it's a matter of y'all. We call that a matter of y'all, Why is it a matter of y'all, because you can understand that it could be a matter of the matter of life. DNA, a matter of life, small分子, RNA. If you can see every type of y'all, or you can see every type of yall, that you can see a world's mind of y'all. So you can create these things and understand these. So it's a matter of the universe. The entire universe is that we don't care about the matter. We care about the matter. We care about the matter. They are your life cycle. They are the matter of the matter. So the universe is happening. You can think that you're doing the matter of the universe. Yes. And then you're doing the matter. This is something you mentioned earlier. You know, even in Baker Lab, you can always do the matter. Or you can do the matter. What is the reason? Why don't you choose the entire time? I think it's a matter of history. For example, the people of this group are actually the most important thing. The people of this group are more than AI to make a good計算 tool to solve the problems of my small development in the future. If you have a good tool, you can use the tool to use the control. You can find a good kind of a good tool. So you can use the control tool to use the control tool. You can use the control tool to use the control tool. So in Baker Lab, Baker released the carbon-setting method after the first time. After the first time, the first time was the first time to make a decision. So I think it's a serious serious reason. And then after the last time, we had the Bose team of Honey Stark and the Earth-Digin 3 and the Ezo Jasper. We were all in the design of the entire system. but this is the structure of the building. The biggest thing is that we have done the problem. And the problem is that we have done the problem. There are a lot of different groups in the building. So it's a lot of and then you will find that you can really reach out to the building. How did you find the structure of a structure? How did you find the structure of the building? How did you find the difference? So it's an structure that you can set up. So it's a thing that's a common thing. So actually not say that they do not But they have some kind of things Look how you think this question If you want to do it It's like it's a good thing If you know it's a good thing If you think it's a good thing But in the first thing You need to have enough courage to To push this direction Because this direction You don't need to do it And you don't need to think about A good way of thinking So you can't be a good thing We can't be a good thing I'm always believe We will have a new model To make all the things To make all the things That you see看到了什么signal吗这个东西就更早了五年前你去学物理的时候我们实际上讲物理学上有四大基本相互作用力就是引力相互作用电磁相互作用强弱相互作用那么在这个框架底下你会发现其实生物上所讲的氢鉴相互作用输水相互作用范德华相互作用等等一系列相互作用只不过是电磁相互作用的不同的极数的态度展开就是它们都有一个本源的一个力的存在那么我们当时就想是不是有一种unified force可以去统一起来所有的分子之间的相互作用那么这个就是一开始的想法如果你有这样的物理的直觉那么eventually你会有一个solution去解决它那么这个solution它可能在早期你没有办法受限于物理学的发展也受限于人类的工程能力你可能很难找到一个统一的一个物理方程去solve all the problems但是在AI的时代 You can put the problem back box So we just used to be in AI Just to look at this one So you did some kind of what? Yes, we did some kind of It was a way to get a little bit of a part I can do this part I can do a part I can do a small part I can do a small part I can do a small part I can do a lot of things Okay, they have a common connection You can do a lot of things So the most important thing is that you want to create a new concept? To be honest, many of the current big discoveries have already been discovered. The people who have been discovered in the industry, including your industry, the people who have been more comfortable in the industry. We also have some of the things we have done in the industry. For example, we did a design for a program. We were able to build a lot of projects. We were able to build a lot of resources. We were able to build a lot of resources. But we could build a lot of projects. We thought that if we were to build a lot of projects, we could build a lot of projects. It's a more like a business. All design can you give us a look at? What kind of projects are you doing? All design is in the organization and the organization. And then we also do a small sample method, We can use small sample pairs, DNA, DNA, and the body. We also do some simple test results, and we see some more promising results. What are the results? What about those results? We took eight to eight to eight to five to five to five. We took a lot of time, so we brought a professor in one of the students. That is Dr. Gawang. We can just use the 8-inch to set up the carbon and the sub-narm of the energy of the energy You can see how the energy is how to help the science For example, in this time You may need to follow the research the entire research process including the test But you can also take a study from a professor You can take a study 8-inch So it's also in the science of the research And you have more of the deep focus on the real scientific question. So this is what we saw why the science of artificial intelligence is so important. It's not to replace your human beings, but it's to get your human beings from the advanced and the technology of the questions that you can focus on the more scientific and more basic questions. So the science of artificial intelligence is the most important thing. The whole thing is These are all the same. The same thing is that the same thing is that What does the whole thing happen to every day? For example, Odey, you can tell me from you to sleep. What is your day? What is your day? My life is very simple. I'm just like how to say that I'm going to tell you three things. Wait, I'm going to think. Wait, I'm going to think. What do you think? Because there are times, If you have your own business, you don't have to be able to support you. You may be in the future. For example, you have your own rules. For example, you have a certain way to sleep. What kind of things you have to do? Then you have to think about what's next. You have to do your own things. So, every day, a general routine is to take a shower and take a shower. 14 个鸡蛋 and then and then to take a day and then basically a lot of time we are all in research and then and then to talk to everyone to find our problem we are now about the problem and how to solve and how to solve many times we need to to code in and write to very many of the books and then and then you have to go to and you have to管 the business and you have to管 my team of the business you now is to start to to the business of the right the actually is It's you with the research and the company of the company. Now you're talking about what's going on. One is that we're talking about the world's big. We're going to be talking about concrete. It's like you're going to be able to come back to every day. But you're going to be able to come back to every day. I'm going to be able to do what I'm going to do. You have a more important milestone in your mind. I think it's two milestones. One is the technology. We're talking about a lot of things. We're going to say that we're not going to be able to say. We are not able to do it But we are at the end of the first step The first step is For example, we are doing the All-Design The first step is It's the end of the last step What kind of step is If we talk about the model, it's very complicated It becomes a very technical approach If we talk about it, it's what we do We are doing the process To set up To test The end of the model For example, if we can To set up the model那么就是煤设计你能够根据小分子去设计小分子那么就是你的主客体体系可以用于你的人体代谢废物的一些检测再比如说你可以根据蛋白去设计DNA那么就是试剂检测比如说你有一些P2L7的蛋白你可以作为标志物然后去设计DNA的适配体去办上去一个最直观应用就是比如说你今天去医院抽血你抽血你可以多花20块钱去检测一下自己有没有P2L7的一个检测 So it can impact you What does an ARZ-HMOMS Fall fell in the fall Why are you doing this thing Why are you doing this in the 2026 year? Or is it even more than you can do? How is there any data from your life? I think the 2026 year I'm doing this thing In 2006, the capital market We have money to do this Actually, we have to do this But we're still in the near future So it's not a technology It's not a technology Or we're doing this The design of the design Actually, the technology The technology is already We always need to make sure how to organize everything to be done with the best of the team to the team, to the team, to the team, to the team to the team, to the team and to the team to the team for example, you can see what's going on with what's going on with the team to the team So it's an interesting system for a team that can support the team So this system includes the development of技術 and all kinds of cooperation Exactly So in the technology of a two-port, we can see the transformers of the AI. What are some of the things that we can push or push our own? Yes, this is still a very long time. Alpha Fold is a transformer. And everyone can use the carbon scale. And then, I want to thank the Deferent Farming. That's what we did So we started to use diffusion To do some research To do some research And then back to Baker Lab To use diffusion To do the same thing For example, if you want to You have to choose a thousand To choose a two Now you can use diffusion If you do 48 There is a one So, A4Fines is also based on the different technology to get this wind into its own science. It's going to be a different kind of science. Everyone is in the各自 of the field. Yes, one is a different one. One is to try to solve different methods to solve this problem. The two者 are still缺一不可能. So you will do something with industry? maybe there are two issues because it does need to distract you from AI development And the other issue is it's rather difficult to convince you to say much as a family member to provide their services because you do something with industry and not be good for them or not want your friends This thing is very nice to do a platform with industry is an two-week way to deal with marketing But from the history of development, it is also a unity of the organization. I am a platform for the organization to create more and more and the platform will be really to bring back my platform to the organization. So in our team, we have 30 people in our team. We are also a more popular AI for science team What is the structure of our team It is more a bit of a Day 1 Actually the government is less We have a very strong CEO He is not a good leader He is a biotech So we have a day From the CEO To the HR And even after the We are ready We can support our Research Product Good And And then we have another part of research team Research team The research team is doing the same thing You don't need to think about how to do the business This is the most important part of the research team And this part is from the Korean students Postdocs The team is building a research team And the business team is the same thing It's called the best interface How to do the interface How to communicate with the user How to communicate with the data Yes, basically, we are divided by this three. What is AI? AI for science team? We are in our research team. Yes, we are all native young scholars. So you said they are native native because they are doing the research. But they are very good at using AI of all kinds of tools and tools. Do you have a similar CS or a machine learning background? I think that these labels are not important. It's just not just for others to learn more. So, the most important thing is that they can be willing to learn, to be able to apply different challenges to their needs. You said AI for science, AI in your work, the more具体的角色 is what? And what kind of actors do you have to do? What kind of actors do you have to do? We've been working with the other people. We've been working with the other people. We've been working with AI. And AI is the main thing. We've been doing AI. We've been doing a design. We've been doing some small functions. We've been doing a design. I'm with David Baker co-working Actually, it's a traditional design of the design But we're today because it's ANAT So it's more sharp, more straightforward Before we talk about Odin He mentioned this book The book of the motorbike This is my book 10 years ago And recently, for the book I've seen it What's your favorite book? It's a very special feeling We study what is science, what is education, what is education, what is education, what is education, what is education, what is education, what is education, how to live. And you can just look at the name of the book, the name of the Chinese, and the art of the art, you will feel very strange that the two things have been related to it. But this is a real thing, to tell you that you are not a saint, but you are a saint. You didn't get any more than a saint You didn't get any more than a saint It's a very interesting book What about you? I've been trying to look back to some books For example, the bike car, the art of the car And the Dermian For example, the art of the art The art of the art of the art The art of the art And some of the art of the art The art of the art I think that's the end of the year. What trigger is that you have to start to create a new trigger? I think that people have a lot of chance to create a new trigger. I think that in the creation of the world, it is a big boom. You don't have a problem with big companies. You have done the things you made, but the credits will not return to you. So, for us, the creation of the world is a very good opportunity. Are you because of the time your idea is that this world is not sure What do you do from the general election? What else is no matter what you have? Indeed, I think it's going to be from Center David for the show After or from Baker Lab Or was the first time of the time of the pandemic From the very middle, from the high school and the high school time of freshman It's basically the truth to all the options It is all about the world's need to become a kind of a wonderful god About how to find something special about you A divine secret? It's a bit difficult to explain. It's a kind of a kind of a kind. You have to say something very difficult. But for example, we recently found out the problem is. We wrote a book called The Art of the World in the World. But the book says you have to put your teachers in the first place. Because it's the best. This book looks like it's more wise. We wrote it to consider society's effect. You'll think it's very strange. This book is your thinking of the relationship. is you spend two years of money to write out a little bit but this credit is for the sake of society to make a new version of it I think this is a very we can't understand this thing you can always feel this world's not fair so I really like watching the different movies I'll give you three things fair, fair, fair fair, fair You think it's still a good thing? It's not a good thing. I think there's a good thing. It's like a good thing. Or the word is like a little bit of a sea. It's like a tree. It's like a tree. It's like a tree. It's like a tree. It's like a tree. But you have to be a tree. You don't want to go through the sea. It's like a tree. What kind of story is that? Because after you went to the next time, he just took the price. At the time, we thought that we were doing small things We thought that we were doing small things Because the problem is the problem of the process We are doing small things We are doing small things And we are doing small things And we are doing small things At the time, the only way we are doing is doing the same For example, we use chemical synthesis models To predict the things that we can't match And we are doing compromise But my thinking is that I'm young I can't always try something new So I prepared to go to Actually, I was going to go to 3 schools And then I chose Baker Lab I was going to win I think Baker will get a lot of money But I didn't think he would get that much You thought he would get that much money? Yes This is where I came from I think you can get that much money But in a lot of money I think you might have a lot of resources to go to your lab. But why do you choose to leave? I've encountered many challenges. You can become a senior engineer, but you don't have the chance to do your own technology. This problem is that at the time, no one would support you. You were hoping to get to know what people are doing. You can think of a question. You are going to make something great, or you want to take some title and make something great? I'm not going to go there. I'm just a little bit of a lot of research. Today we have the courage and courage to make themselves a teacher. I remember that in the city of Seattle, there was a place in the river. I was at the table, I was thinking about this question. I saw the river and said, I'm not sure what I do, but I will kill people. I will kill people, and I will kill people. I will kill people, and I will kill them. I will kill them. I will kill them. 今日方知我是我 其实这个Baker Lab Reputation 或者是说大家觉得一些很美好的东西 一些非常重要的title 它是用玉做成了枷锁 很好看 但它其实在限制你变得伟大 或者限制你朝着你真正的目标去前进 你有没有足够的勇气 把你的这些精神和玉所拽下来 去迎接一个更真实的自己 那个时候你看到的 Or do you understand yourself? I think this is right I think I can do this What's your problem? For example, the whole thing is a more serious decision For example, the more serious decision If you're still trying to make something great You can't follow up You can follow up on your work You need to do it on your own To do it on your own to try to make a decision to make it happen So you think if you're in Baker Lab you'll be living in the background and you don't have the ability to decide the machine's design of the design because a big lab it will become a kind of a way to make it and how to make it a good way the machine is the greatest the greatest cost actually, it's hard to make it It's hard to get into the sand You just want to do better and better and better and more real So Baker Lab you went to where? We went to where to go We went to our old design project We said we were also in other people Yes, I was at the 1st of the year I started to call the phone I was working with the former former former I said today we have a kind of thing It's like the way the Lord It's like the way the Lord To show up Telling my brother I said today we have a kind of thing Let's do it Then I took a couple of people To start to build their own Your call is pretty strong More than is信念 and courage And you have some of your history Reputation From the history of our history We're now doing things We're doing everything So it's easier to We will be doing another thing. Imagine if this thing happened. It's a thing that's what's happening. It's a little bit. One is a little bit. One is a real world. One is a real world. One is a little bit. We have the ability to set up different types of different types. And we can also use our biological infrastructure. We can always do our ability to do our ability. So in this stage, we can use more than any other drugs For example, there are many diseases For example, there are many diseases So if you are in the drug industry, you can use more than any other drugs Many diseases are still in the drug industry Like the cancer cancer, the doctor He also has a lot of patients who have found this area There are a lot of people who are interested in this area He called for many research and many research And many of the products And he also has a lot of companies There are many grants This area has more than 10 different types of drugs I'm going to go to the hospital So you will find that it is not that you can do it So we still hope to get more of the development of human beings If you can really automate all of the science, the platform, the design, the environment, the environment, the environment, the environment, the environment, so the history of the history will be very big. There's a rule, if you think in the technology time the真理仿杀机 will be used to make every child the best of the 10-year-old generation of the generation of the generation. So now we do this because what I'll do here is it can show bring the science and knowledge full-quality in the technical field of research, which means a training technique Now we're able to make a job a science-based research The creative industry has changed and the business of what can be done What is the secret is what is saying because it's a very important thing your the goals are going to be you can really think but you've got no idea So we can do it. It will be a part of the industry and the culture of the team. It's a good thing. It's a good thing. It's a good thing. It's a good thing. It's a good thing. So it's good. It's good. It's good. It's good. Eventually it is a good thing What time did you have this idea? I was very early to have this idea We had the struggle in society We had the struggle that we were able to live with We were in your mind It was your trust in your mind It was your mind It was your mind It was your mind You made this灰塵 It was just something that happened The idea is a mind Your mind is a mind It's not good It's your mind So this is a good thing It's called to change your mind The things that you can change your mind So you can change the world You can change the world But you can change the world It's a very passive way When your mind is changing You can change the world This is called to change your mind It's called to change your mind I was thinking about this story I was very sad Then I told my mother to me When I was in the car, I would say that I was the best I was the best today And then I was in the car My car really good Because I'm every time I'm in the car I just give myself a self-assist From the science perspective, I can say that I have a self-assist I have an effect of self-assist You were in high school You've lost your mind? I'm in the case of your mind It's just you keep your students and leave school, and you can also study yourself. How did you do it? After退学, and then you can also study yourself? I went to school, and I went to school. I went to school, and I couldn't study at home. It's a kind of hard-working thought. My house is a book where I'm at 10 kilometers. I'll drive the car every day. The city is very cold. I'm not in a car. So I always take a long time to go ahead and go ahead and go ahead And then English is not bad, how do I do it? I'll take all the history of the English books in history, all the English books in the book Just do it, read it, every day I'll see it, it's already got a lot of influence I'll see it in English, it's like a two-day one I'll see it in English, it's 150 minutes I think that learning this thing I don have a good way to do it I not a good way to do this I not going to do this I don have a good idea I not going to do this I not going to be able to do this I don't want to do this. I'm not going to do this. I'm just going to do this. You can do this in school. Why don't you go to school? I'm going to do this. I think it's a lot of work. If I go to school, I would say I will teach this, I will teach this, I will teach this And then how to say it I was just saying that I have power and courage and courage I'm a scientist I was just a little bit of a scientist So more than that is my own self-science Like the car, the car, the car, the car, the art He can be able to share his own ideas I was going to go to school in college, but he didn't. He chose to make his own way to get his son. He chose to ride a bike ride and ride his son. He went on a different path. Now you're the CEO. You have 30 people. You still think you're a boss. What kind of a boss? I have two meanings. First is that I'm very comfortable in your office. I'm not a job. I'm with everyone. I'm also working on a lot. I'm working on a lot of things. I have a lot of ideas that are in David Baker's inspiration The biggest feeling of being able to get a big impact is how to get a big impact To get a big impact, it's very simple You only have 60 years old You still know every degree of your degree in doing what And every degree of teaching you will be able to get a big impact And the second word is This is with the侯老師, the guy who is a teacher You decide to do well When you trust a person, you can decide to do well Because you can't understand everything very clearly I know it's not much better So in many questions I always ask myself this is how to do that I tell him you have to decide Yes, in big things you may have to take a decision In small things you may have to take a decision So you've got the biggest decision Is there any other things? Maybe it's whether you have to take a decision How much money What kind of money can you take to buy? Do you have to buy money? I have to buy money. For example, there are people who say you have to do the same thing. You don't have to worry about it. There are people who say you have to buy money. You will lose control. So it's different voices in the way. So you have to decide what's going on? We are now deciding. It's not even possible. This decision is to make all of the Chinese投資. So I think that's the thing that we can do is to put together We can't put together the company We can't put together the company But this means that you can't be too high That means that you may be too high I think that's the way that we can put together It's not a enemy It's your friend So for your friend It can't let you really lose control So for example, some of the high-stress This can be made for you to make it back. So every thing is actually there is a solution. But the most important thing is to do the right thing. You walk in the right path. I remember this year you had created a new year. Yes, I was a new year. So the second year you had created a new year. So the second year you had created a new year. It was a new year. There were some different things. I was actually a new year. I was thinking of being a famous guy. What is臭老酒? What is臭老酒? I'm just a keyhole. I don't know if you want to do what, what kind of business is you can do it. I'll do research. I found it very hard to do it. I'm very good at myself. And I'm very good at myself. So I thought I'd be here. I'm not saying that you're saying. I'm not saying that you're saying. In this world, there are a lot of people who are willing to take this responsibility. So now I think I think I did the right thing And I think I didn't have a chance I'm going to stand out today to take this responsibility To take this responsibility What do you do to take this responsibility? What do you take this responsibility? It's the company's responsibility Actually, in the硬科技, I think 1. I just have a chance to take this opportunity If you do the硬科技, you don't have a chance to take this opportunity So this is a very big challenge Because I know that the research talent is I think I can start the second half of the second half, I think I have some experience, I have some connection, maybe I have some connection. I think when I get to the child, I will go to the child, I will go to the child and I will finish him. I am not able to finish this job, but it is not a good one. The environment is very difficult to take out the time when I am here, so I will do it. What kind of an an an an an an an? What kind of year-fought? This word is a very interesting word Whether you choose your choice, your personality, your environment, your environment, your environment You can't have the opportunity to be well prepared for everything Just in a modern era, you can just buy this bag Yes, you can just buy the money You can just start the first thing This is the investment. Have you encountered something interesting? Because you were in a very high-level, in the past year, and you were able to do AI science. You will find the investment of the investment is still buying the business of the business. For example, the business of the business and the business of the business and how the business of the business is also going to be a better way to achieve. So there are many the pain of the pain of the problem and the thought of the future was it was the thought of some people think that the work of the ability is not important and the problem is how to do it and there are others think what the hell is the thing and then they realize I think that the sound is a sound that is a sound of the sound and that is a sound of something and then they can do it and they can do it Is he a task? I always say that I always say that It is the way to do it Because of the way to do it Is it to do it It is to do it It is to tell you how to do it What does it do to do it What do I do to do it The human beings have an understanding of this The human beings have a desire to be But the human beings have an understanding of this It is to take you in mind For example I have a lot of ideas It is a lot of ideas If I am a- 谁谁谁 我今天就会解决这个问题 还有一些 比如说执着心 你会觉得我技术路线就是对的 你们都是错的 这个就是执着心 要是把执着心和妄想都去掉了 你就是已经是悟到 所以也是不断的去remind自己 就是我知道的并不比你们多 所以永远的在学习 你最近一次妄念是什么 This one is probably just like this recording. I feel like this is a kind of a public person. But then I think it's a good thing. It's not an ego. So I always remind myself to be a good thing. To be a good thing. To be a good thing. How can I have so many things? I always read books, if you read more books, you can remember it. I think you will be able to read books. You will be able to read some of the things you have. Then you can read it. When you encounter a lot of problems, you can read it. When you encounter a lot of problems, you will be able to read it. What are you able to read books? What are you able to read books? The question is, the question is, Maybe the first thing is the first thing is the first thing. It's a very clear idea. You might think many things are the same. You might think that the idea is how to do it. Maybe the idea is how to do it. It's the same way you first do it. So you should do it when you do it when you do it when you do it? I don't like it. I don't have a strong strong bias. It's an缘 of purpose, you can talk to him and talk to him very well, he is a good person. There are some bias, I like to build a lot of people who are very interested in doing it. They have a very good idea. You can talk about this world, who is who is doing? Who is doing the best? You can see it in the red light. You will know this person is what I want to do. Yes, when you do this world, you can create something. I've been so busy with that. I think this is the feeling of driving. I think this is a road trip. And the sound of the noise. Yes. On the road. On the road. You told me. The ROTOZEN I always asked you about the design of the design. What was the design of the design? It was a very important thing. It was such a thing. The design of the design is important. It's important. we have to decide to go on the whole thing that's the best is that it's not important it's not important it's not important it means that the network is going to be again because the network is no more so I don't believe that it is I don't know the network if I'm interested in what is the network it is a transformer or diffusion or a混合架 that is a challenge and important question and the problem is your plan I will solve this problem I will try different architecture to reach your goal最近 there was a very big AI for science of the development of many PhDs many teachers have been on the internet you see this? I think this is a good thing everyone has a food I think this field I think it has been a long time since on the day AI-制药 of the metal and the now everyone is again不管做 AI制药也好还有 AI for materials也好其实也是大家也看不清很多东西所以只能对不同的人出不同的手这个其实是一个我觉得现在讲叫战国时代可能五年以后会有一个秦国大一统技术慢慢走向收敛所以现在这个时代其实非常像LM甚至还有早期的时代你会给一些还在准备要出来创业或者准备开始人资的PhD们或者教授们 Will they give me some advice? I'll give you a good idea And I'll give you a good idea And I'll give you a good idea And I'll give you a good idea And I'll give you a good idea And you'll have a good idea And your company These things are you can do You can do it You can do it But you can do it How to test it out Actually, I'm looking for you to talk about it There's no chemistry This is a good idea But if I don't know if I don't know I think it's good chemistry, but it's because of the fact that the other person is a good figure. How do you think? That's a good thing. It's a good thing. You have no idea what to do with a lot of questions. You can see a lot of the gold problems and then check out a FA. I'm not sure what the FA is. I don't think I'm not saying any rules. I don't think that one or two words. I don't understand this person. It's more than you can see with him. You can probably understand the person's chemistry and how they're doing Or I'm in the company's feeling We're the CEO's feeling We're the CEO's feeling We're the CEO's feeling From your own personal issues You can also do this The other AI for science You can also look at how it looks Actually, AI for science There are so many ways AI-draw discovery AI-bell launch And gas-材料设计 We can also do more For example, So, I think it's a value of the human body and the virtual cell. Everyone's going to be投. The field is more than ever. I hope that we can see that we have been in the U.S. on the US. And in physical intelligence, everyone has a chance to play, even to overcome it. We hope that we can do it in the AFL-SAN. We're right back. This is a river. Let's see if we can find a place to find a place to find a place to find a place to find a place to find a place. I have a feeling. We're here to the river. And sitting down here, it's very comfortable. We've talked a lot about the old days of Odin's experience. Can you tell us what you started doing? And you've been doing that for a long time? I was almost from the 19th century when I was born. Then I went to school for a few years. Then I went to school for a few years. I thought I was doing something different. Then I was just going to be at the Hồng其君. He was also at the University of Hồng其君. So he gave me a letter to his letter. He was just going to express his own personal goals. Then Hồng老師 said, Hồng天好, he had to meet me for a time. He was just a moment to give me a letter. He was in the first time of my career. I was going to talk to him about his own book. He's recommended a lot of books to help him He told him to do all the basic knowledge He's been working with him and he's done a lot After that, he started doing the whole thing The most simple and simple way is to call the physical and physical And then the physical and physical way, he's done a lot Both generators are in the same way It's very early to use the VAE or Flow Model to make some forms of dimensional form that way I did this, I realized that the energy of the world is like a宗教 that is the meaning of the non-sign that it is a lot of the way the most is the most of the way I first saw the現象 and I will find the energy of the way to match my現象 I just want to know that I want to see it and then I have to look at some new ways and then I will look at AI in 2021 when I started doing the discovery of the small forms to make AI to design the small forms And after I worked on the next day, the way I was able to create a new AI, I thought it was a bit more concrete. I made a little bit more concrete than that, and I was able to create a new AI. I started to find that AI can have a different problems. If you create a new AI, it doesn't matter if you can't really test it. This is why David Baker took a new AI, and it wasn't the AI to make a new AI. It because the I can't do the same thing as a DNA, to reprogram the whole life. Because in theory, the human is from DNA, RNA, and the other things that are created. So from DNA to RNA, to RNA, to RNA, to the other things that are created to be the same thing. So from the other things that we can do, Baker, we can do the chemical kind of like the one day one day one day you have ability to to the R.A. So you can do R.A. the this can be half a so you have So this is our idea of our life. So all the life processes are from different forms of different forms of work. So if we have the ability to do this kind of work, then we're going to do life in order to make a new form. So that's when we do all design. Yes, that's when we do all design. It was a challenge for the虚拟 world to try to do it. So we need to reprogram the whole life. So if you have the ability to reprogram the whole life, So eventually you will have the chance to create this kind of effect, create this kind of path, and finally create your cells, create a life. So why the name is Odin? Because you have the chance to create a life, to be a god. How do you see the life of a life? I think this is a very very interesting thing, but it's what we always want to do. The most important thing is There is no chance to create a new structure in the world. In this period you will get to the problem. How to define the world? How to define the world? How to define the world? So, will there be a problem with the world? Will, but this time it's not. This time we are leaving the end of the world. It's good to know how to help the world. This is how we are facing the world in the world. We are now doing the technology and future. If you use a word that you can understand, that you can tell us about how much value you can do. When you find your own medicine, you can use your body of the body of the body, and you can use your own medicine. This is the most easy way to achieve the milestone. The name is Odin, how do you come from? It's like that, because my Chinese name is Houghton And Houghton is the holy holy of the world of the world And then when I went to the United States, I found that There was a French friend, his H is not loud, his T will be called D It's like Odin, it's called Odin The meaning is the same, Odin is the world of the world The world of the world of the world So that's the way that the U.S. The students with me play a lot. They think this is a very good thing. But there is also a way to say that if there is a way to say that if there is a way to say that I can't be able to do this. So that's not a way to say that. If you can create all of the people, that's just a way to say that. Do you feel like you have an impact? I can't be able to say that. I can't be able to say that. I can't be able to say that. 绝了 你们公司的名字也很有意思 是英灵殿 对 这也是北欧的一个神殿 是相当于就是欧丁的居所 战士英灵会聚集在英灵殿 然後由女武神英浩雅 带到英灵殿 然後準備最後一場诸神皇后的戰爭 所以为什么你把他作为公司的名字呢 You want it in the middle of what kind of meaning to put into your future career? I think it's a very unique name. It's unique in the beginning. We were born in the world of the world. We were born in the world of the world. Then we thought it was not a good thing. Then we just call it the main name. It was a very good thing. The second thing is that we were able to do the world of the world. We were able to win the world of the world of the world. After the AFL Sight, Actually, it's like the The war of the war There will be a low-end There will be a low-end There will be a low-end But the last one will reach the end What is the end of the war? The end of the war The end of the war So you would think Next year's business will be like a war? Yes, it's like a war But in the business market The competition is not possible to be able to You like to fight against the war? I'm a force of fighting against the war Who's in the war? I was a little bit younger. I was just a little bit younger. I started to practice playing the ball. Then you will find it's a bit better. It's a bit better. I feel like you were always looking for a little bit. And you were looking for a little bit. What was the time when you started doing this? I think it was not a bit of a reaction. I was just doing a correct thing. So this world, whether compromise or compromise, or whether it's a compromise or a compromise, or whether it's a way to take away from its own basic道, or in the creation of the world. So, we're talking about the basic principles of the theory. It's about doing the right thing, and it's about the right choice. But you'll always face a challenge. I think I'll be very careful, but I'm doing the thing just one thing. It's about the science and the art of art. In the science and the art of art. So in the English thing, how do you feel? I feel very simple. If you do something is true, you will feel it's true. Are there any other people who feel it's not the same? I don't have to change. What did you do from what time did you change? I started to change. The truth is that the truth is true. I feel that everyone is too many people. When you were in society before, people would tell you that you were in society. For example, in the study of the day, for the work of the day, for the society, but you have the right to keep yourself. This is the right thing, and the wrong thing. I'm going to go to the right thing. If you have many problems, it's not my problem. It's not my problem. It's not your problem. It's not your problem. It's not your problem. But if you feel the problem is the problem, it's your problem. You have a lot of questions. There are many questions, but you can't say what is the key, and what is the key. It's not a problem. For example, you suddenly realize that you don't have to know that you don't have to know. Or you may have to know that you don't have to know that you don't have to know. Or you don't know how much you don't have to know. They don't have to know how many good results. But you find that you are always in the middle of a year. You have to be more careful. You will find that you don't have to know how to know your friends. Because in the company, you might think that from a CEO of a CEO, he will take you to go. But it's not like that. So it's not like it's going to be on the same thing. It's going to be on the same thing. Because it's your choice. You have to be able to pay for it. For example, this fund, how much money is it? How much money is it? How much money is it? How much money is it? You can think that it's going to be a good job. He's going to have a lot of money. He's going to have a lot of money. I can give him a good job. He's going to have a good job. we can ask ourselves if we want to do the money, if we want to do it, if we want to do it, we want to do it for a few years of use. Why? I don't think it's right now. I'm going to say, what? And we'll see you again again. Maybe you have reference, which is the number of times. Maybe you have peer review or the number of times. But the best choice in you, you probably have a plan. Like, it's not the price. But don't ask me why. It's not the price. It's not the price. We also have this. Everyone will always think this world is a草材班 Actually, this world is not a草材班 This world is a very random world It is Basically, the choices are the same What is the same What is the same How do you choose from the last result This is not the same The world is a The same You do not let the The same You do not let the You do The same You do To make it To make it and to quickly get to the next stage. So you've experienced what kind of a sudden explosion? This is really hard to say. Because all the sudden explosion are small. And it will create a big explosion. For example, from the Bakelap, it's a big explosion. For example, it's a big explosion. Maybe now in the first time, it's a big explosion. It's a big explosion. I'm not going to do a big explosion. So I'm going to take a look at it. Then we'll be able to pay for this. You can imagine that when I'm going to make money, I'll be able to buy the money. But it's time for the moment. So we can quickly and quickly, and do a good job. If you're actually working for the business for today, it's going to be a good business. I think it's a good business. This is a good business. If this business is not good, you should be able to pay for this. I think you're going to take your money. I see you wearing the top of the jacket, what is the reason? It's always been in the UK. First was I'd like to look at the CP-sting culture. The CP-sting was their size. It was a kind of a form in the US, which I found out that it was not CP-sting. My turn is like a super-sting culture. Then I'm trying to make it the style of the format. I always keep moving forward as I go. So after the fact that the reason becomes easier. You don't have to be careful. What is it? It is to keep it in the road. It is more important to keep it in the road. This is a part of the future. You can see the future of the future. You have any interesting things? There are some interesting things. You can see the future of the future. You can easily be a bit more. What is it? I'm thinking about it. is it a way to do the business of VC? Or is it a way to do the business of VC? I've never had this idea of a way to do this. I'm just saying that VC is all about this story. I'll just say that I'll just say that. I'll just say that. What about VC? What about VC? I'm talking about the business of VC. I'm looking for a full science. I'm looking for a business to buy money. I'm looking for a business. This is what you like to hear. or you can also track the same concept. Or you can also bring that into various ways to understand how you can use it or how you can use it. It can also be called a physical interredianteer, which is very fancy. You can also be able to take this look at the concept of a VC. This actually means the same. So you are allowed to take it from what you are now? or for business to go and for themselves? Be yourself. So actually, this thing is to go up with the creation of a good life, what kind of things are good. Actually, it is called… It is the word that people say, the people who believe in the world are the ones who believe in the world. It is an idea of a desire to be taken by the mind. So in life and the process of life, it is a desire to be taken by the idea of the dream. It is a desire to think, I think I will take the robot to get into here, I will pay my money more, you have this idea of a desire, You will think I want to make my own story And these are all the ideas and ideas So you will go to your own ideas and ideas And back to your career You will do what you want to do And back to your humble Be humble You know what is more than you know You may have some changes For the end of your last thing And not to go to buy a lot of money And there are many questions about what is your own So be yourself, what is your own What is your own I don't know what is your own But I have this profile Like you're thinking about what is your own You're thinking about what is your own But the most important thing is If you have this idea You're thinking about what is your own Not to be able to figure out everything You're thinking about it Yes, it's a good thing. Yes, it's a good thing. You can start with the previous development of the previous development. I think it's different from different places. I think it's more serious. I can go back to the other things and do something else. But you'll find it's not that you can't do anything. You can become more realistic. And the same thing is that I never changed my mind. I'm also a poor guy. How do you understand? You're now rich. I'm rich. I always remind myself why I'm going to be able to create a new world. If you can ask a question in the world, you can ask a question for someone? I can ask a question for someone. I can ask a question for someone. I ask a question for him. What is the name of the What is the meaning of the When you become very successful When you are able to remember Your first goal Your first goal is to Why do you remember from the East side of the world What is the meaning of the Very抽象 But it is in the first Why is this problem That's important I think the first goal The first goal is to It will tell you You do a I think it's a great thing. You can do a great job. You can do a great job. It's actually a good thing. It's like you're going to do a different way. But the end of the year's end is the same. You're not expecting to hear what answer is. I don't know. It might be a change in your own. It might be a change in your own. It might be a change in your own. If you really get to know what the other thing is wrong. Thank you, Ody. I'm happy to join you in a live broadcast.