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This might be the best "AI Engineer" I've tried so far. I'm an old school developer who started 30 years ago. I feel very uncomfortable letting AI take control of my code, but for the sake of science, I spent two hours building an application that took me... weeks to build a couple of years ago. I used Pythagora, a brand new tool backed by Y Combinator. They just released to the public. Keep in mind that I use AI every day to write code, but Pythagora is something different: it's a tool that leads, and uses you—the human—as the copilot. I go into more details in the video, but here is the TLDR; 1. Holy molly! We've made a ton of progress on this front! This is way better than Devin when I tested it a few months back. 2. Love the approach of generating a plan with sub-tasks before writing any code. 3. The tools never tries to do too much: it tackles every small task one at a time, and gives you instructions so you test everything. 4. It does exactly what you'd do when it gets stuck: writes a bunch of logs and uses those to correct itself. Pretty neat! 5. It's fast. It runs locally. It's an extension to Visual Studio Code. I'm impressed, but I don't think this tool is for me. I'm not the type of developer who's ready to relinquish control. I felt I had no connection with the code because I didn't write it. It was not my code. I know many people who don't care about this. I know many people who will get tremendous value out of Pythagora. I hope they keep pushing the limits, providing feedback, and helping this get to a point where old folks like me feel more comfortable using it. Don't take my word for it. The best thing you can do is to give it a try and see how you feel using it. Thanks to the team who built this, for all of the explanations and support, and especially, for sitting and listening to my dumb questions for 2 hours while I tested this.show more

Santiago

452,341 subscribers

211,993 просмотров • 1 год назад •via X (Twitter)

Наука и технологии

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Комментарии: 10

Фото профиля Santiago

Santiago1 год назад

If you want to give it a try yourself, here is a link to their website:

Фото профиля Automate #AI

Automate #AI1 год назад

I tried Pythagora a couple months ago and it was already awesome

Фото профиля Santiago

Santiago1 год назад

Cool. I did know about them when they were generating automated unit tests, I think? The new solution is much more ambitious now. Good for them.

Фото профиля David Nix

David Nix1 год назад

I'm also not ready to relinquish control. I don't want to assist the AI, I want it to assist me. You can pry the keyboard from my cold, dead hands. 😁

Фото профиля manu

manu1 год назад

Really cool. Focusing on the divide and conquer approach is definitely the way to raise accuracy now

Фото профиля Santiago

Santiago1 год назад

Agreed. This was a very instructive session. I learned that maybe, in a not-so-distant feature, I might want to change the way I build software.

Фото профиля Nils Plum (Starlabs)

Nils Plum (Starlabs)1 год назад

I generally prefer "v0" for responsive frontends because it basically outputs one well designed concept with a single shot and then I can refine it later using something like Cursor. This approach seems to be quite impressive though!

Фото профиля productivechimp

productivechimp1 год назад

Interesting take on the ‘letting go’ aspect — there’s still a way to go until AI won’t make silly blunders, but who knows where it’ll be in the next couple of years.. How does it compare to cursor?

Фото профиля Santiago

Santiago1 год назад

Very different than Cursor. Closer to Cursor Composer, but still the mechanics feel very different.

Фото профиля Hard Hat AI | CTS Tech

Hard Hat AI | CTS Tech1 год назад

Ty🙏

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Jelly Hoshiumi has made a short statement at the beginning of her stream. "So I just want to take this moment to, um, say that... Okay, it's really no big deal but I am sorry to-to my friends and my company for making it- I wrote this all on my own by the way- for, you know, making it kind of, you know, suck on twitter. com. (...) I-I'm sorry for inconveniencing you and stressing you out most importantly. (...) I feel kind of bad for, you know, stressing you out with everything and also not streaming and I feel bad for that. That is what I feel bad for. Also just to clarify, I'm not a racist, I'm not a bigot. And most importantly I would like to thank you for the support" "I feel like I have to elaborate a bit because I was a bit nervous when I was making the statement (...) Right, so I feel like now that everything's calmed down a little bit, I feel like I can kind of say that, everything is actually cool between me and the company. (...) Sakana did personally send me an apology, so we're actually pretty good. We've been talking, I sent- I took a picture of a book and I sent it to him, I asked if he wanted it. He said yeah. So everything is actually fine, So don't worry about it, okay? It's good. I don't want you guys to be angry, I don't want you guys to be upset on behalf of me if anything, I just want you guys to be chill. Just like me and just let it go."

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Heated Rivalry News & Updates

60,684 просмотров • 3 месяцев назад

I'm up late with the rest of you building AI agents with the new AI browser from Genspark. We can see where this is all going: a new kind of operating system -- one that is very different than the Microsoft centric way that I've been working for 20 years. There are several things that these new agentic browsers bring to you: 1. They let you change how you browse. With an old browser like Google Chrome, you go to your email, Facebook, or X. 2. With these new browsers, you tell it where to go and what to do for you. 3. It can even build software for you. At the end of this video, I have it building me a little YouTube uploading utility, which is very helpful. 4. They have a ton of "applications" built in. Think of it as a new kind of office suite. Docs. Spreadsheets. Slide decks. And much more. All built with AI, not bolted on the side like with Microsoft's Office. 5. They have AI models built "underneath" so you can work privately and cheaply. There’s a lot of new choices you have to make with browsers like this. I’ve been playing with a bunch of them. Some have better user interfaces than others. Some have different versions, slide components, or applications. The reason I like Genspark is because they ship so fast. I’ve been watching this company since its very beginnings, and every week they ship new things. Just yesterday, they shipped a new photo editing feature for my iPhone. I upload a photo and then I can just talk to it and edit it with my voice. It's really cool. I try to reward companies that ship at such a fast rate and that are shipping innovation that improves our lives. It's not that I'm going to stop using Google Chrome. My whole life has been there for, I don't know, almost 20 years now. This is a different way of working and it gives me a space to run my AI tasks that's different than Google Chrome. I run them side by side. One doing old stuff, one doing new stuff. I can keep using Google Chrome for my old stuff, like my email and my calendar. And I use GenSpark or one of the new AI browsers to do new AI-centric things. All sorts of new things that these new agentic browsers open up! Have you tried it, or one of the other new ones yet? How has it changed your work? It takes a little time to get used to AI-centric ways of doing things. Pretend your browser is a team of interns. Give them a task, in this case I said "help me upload my videos to YouTube." You might be shocked at what Genspark does to improve your life. I am everytime I use it. Give it a try and let me know what you think! Oh, and I used another little tool to "write" this post. Typeless -- I push a button and talk and it writes. With fewer typos than I usually type in, to boot. It works great with Genspark's new browser too. Download it here:

I'm up late with the rest of you building AI agents with the new AI browser from Genspark. We can see where this is all going: a new kind of operating system -- one that is very different than the Microsoft centric way that I've been working for 20 years. There are several things that these new agentic browsers bring to you: 1. They let you change how you browse. With an old browser like Google Chrome, you go to your email, Facebook, or X. 2. With these new browsers, you tell it where to go and what to do for you. 3. It can even build software for you. At the end of this video, I have it building me a little YouTube uploading utility, which is very helpful. 4. They have a ton of "applications" built in. Think of it as a new kind of office suite. Docs. Spreadsheets. Slide decks. And much more. All built with AI, not bolted on the side like with Microsoft's Office. 5. They have AI models built "underneath" so you can work privately and cheaply. There’s a lot of new choices you have to make with browsers like this. I’ve been playing with a bunch of them. Some have better user interfaces than others. Some have different versions, slide components, or applications. The reason I like Genspark is because they ship so fast. I’ve been watching this company since its very beginnings, and every week they ship new things. Just yesterday, they shipped a new photo editing feature for my iPhone. I upload a photo and then I can just talk to it and edit it with my voice. It's really cool. I try to reward companies that ship at such a fast rate and that are shipping innovation that improves our lives. It's not that I'm going to stop using Google Chrome. My whole life has been there for, I don't know, almost 20 years now. This is a different way of working and it gives me a space to run my AI tasks that's different than Google Chrome. I run them side by side. One doing old stuff, one doing new stuff. I can keep using Google Chrome for my old stuff, like my email and my calendar. And I use GenSpark or one of the new AI browsers to do new AI-centric things. All sorts of new things that these new agentic browsers open up! Have you tried it, or one of the other new ones yet? How has it changed your work? It takes a little time to get used to AI-centric ways of doing things. Pretend your browser is a team of interns. Give them a task, in this case I said "help me upload my videos to YouTube." You might be shocked at what Genspark does to improve your life. I am everytime I use it. Give it a try and let me know what you think! Oh, and I used another little tool to "write" this post. Typeless -- I push a button and talk and it writes. With fewer typos than I usually type in, to boot. It works great with Genspark's new browser too. Download it here:

Robert Scoble

70,991 просмотров • 9 месяцев назад

🎙️: “this could be championship weekend for you lando norris” lando: “i'm excited for all of it. i've never been in this situation before but i'm excited, i think it's exciting for everyone. i think i certainly would have liked to have the 30 point gap instead of 24 to whoever it is, but yeah makes it more exciting for you guys i guess so good for you. and no, i think i'll just go and try and do the same thing i'll focus on trying to get good quali and have a good race and just take one step at a time. i don't mind, of course the earlier i can do it the better but at the same time that doesn't change how i do anything i just need to try and win and simple as that”

🎙️: “this could be championship weekend for you lando norris” lando: “i'm excited for all of it. i've never been in this situation before but i'm excited, i think it's exciting for everyone. i think i certainly would have liked to have the 30 point gap instead of 24 to whoever it is, but yeah makes it more exciting for you guys i guess so good for you. and no, i think i'll just go and try and do the same thing i'll focus on trying to get good quali and have a good race and just take one step at a time. i don't mind, of course the earlier i can do it the better but at the same time that doesn't change how i do anything i just need to try and win and simple as that”

ray

434,609 просмотров • 7 месяцев назад

🎥 Niall makes his final speech of the evening, saying how much he thanks us, what an incredible connection there is between him and his fans and promising a 4th album 😭❤️🥹 “In this crazy world we live in, it's not the easiest thing in the world to do, to just pull some money out to go to a concert. And I understand how hard that is for a lot of people. And I see…I have seen it every night for the last 87 shows that there are families here, multiple children, parents bringing people along, just food, it's drinks. It's all the things that go along with going to a concert. Students here, we have lots of spare cash out to come and watch me perform. And I can say, this is for tonight and for all the shows I've played all over the world for the last 15 years. And I cannot. Honestly, I cannot thank you enough for everything that you've done. You've completely changed my life. And you do this, you've made this shit happen. And the connection… The connection that you and I have, they won't be able to break it. We've got this, okay? Forever and ever. Let's do this again sometime after this. You remember the tweet from years ago when I was hungover and I said, if anyone's looking for me, stay as far away from me as you can. I don't want to speak to anyone. Remember this tweet? Yeah. This stands. From tomorrow onwards, you never find me. I'm gonna be hungover as fuck tomorrow, and I can't wait. And I'm gonna disappear for a while. I'm gonna make you guys a brand new album, and I will be back, I promise. Because what I have seen for the last year is addictive, and I want to see more and more and more of it. I love you all. Thank you so much. I know this is a long speech, but I have to do it because it's the last time. Again, thank you to all of my team and my crew, my managers.” #TSLOTColombia #TSLOTBogota #TheShowLiveOnTourBogota © dani little freak🇨🇴🌷 HARRY Y LOUIS ME VIERON

1D Daily Planet

84,324 просмотров • 1 год назад

Interview from 5 months ago with “RA” the new UFO whistleblower Randy Anderson by Gerb Here he describes the sphere encounter and the possible consciousness connection and how his memories of the incident are strangely fuzzy Link to full interview in comments H/T wow RA - “Both the items they had under there, they said somehow interacted with consciousness and, and the way he said it, this is why it's so fuzzy, he said, I wouldn't quote these things 'cause I'm gonna try to just remember the, the, the context. And I, and I can again, like when I meditate and I think about this, I can usually get more back. But just, just like sitting here talking to you and remembering it, it's difficult sometimes. But I remember him saying, we don't understand quite how to operate the systems or how they, but they do interact with consciousness so certain and some people they interact with and some people they don't. So certain people will go up to the object and it will respond. And some people go up to the object and it does nothing. So certain types of, I don't know if that's related to DNA or to consciousness or what, whatever, but it's different. People will have a different response and they, they had us kind of walked closer to the, the window and nothing happened. So we didn't, I mean, I don't know if we got closer or something would've happened, but they, I don't know if they were even looking for that, but maybe, you know, that they, that's one thing he said that like certain people will go near the object and will react. And he didn't describe how it would react. He instead it would react,” RA - “There's a really weird component to this, and I don't know what this means, but when I think back to this particular memory and, and this never happens to me in any other thing, I, I get real fuzzy. It gets real fuzzy, like, like almost like something was purposely done to to, to make it that way. Because I have a very photographic memory and things I've done in the military. Like I can tell you the color of the buttons on a shirt of a guy that I sniped from, you know, 800 feet, 800 meters away. So I mean, I, there's for me to not remember this is really bothers me, but there's, there's some cloudiness when I try to access this part of my brain, you know, I can definitely, maybe it's, it could definitely be the, the objects itself that had, and it felt this, this is why it's difficult because it obviously, it felt weird being down there. Okay. There's, there's something like, there was just, it is an unnatural feeling we're doing. It felt like we were doing something that wasn't normal. I mean, the fact that we were so deep underground, me and the dude were kind of freaked out and, and, but we didn't display that outwardly because we're trained to not do that, you know? But internally, yeah, I was like, what the hell is going on? And when they talk about optimal stuff, they didn't say it like, by the way, aliens are real like you or anything like of that sort. It was just, oh yeah, this is the off world technology division, this is Chuck, this is whatever. And just started talking like everything was normal and we just went along with it because we acted like it was normal, but the first time I'd ever been exposed to it and it, it was a lot to take in. So that could be part of it too.”

Interview from 5 months ago with “RA” the new UFO whistleblower Randy Anderson by Gerb Here he describes the sphere encounter and the possible consciousness connection and how his memories of the incident are strangely fuzzy Link to full interview in comments H/T wow RA - “Both the items they had under there, they said somehow interacted with consciousness and, and the way he said it, this is why it's so fuzzy, he said, I wouldn't quote these things 'cause I'm gonna try to just remember the, the, the context. And I, and I can again, like when I meditate and I think about this, I can usually get more back. But just, just like sitting here talking to you and remembering it, it's difficult sometimes. But I remember him saying, we don't understand quite how to operate the systems or how they, but they do interact with consciousness so certain and some people they interact with and some people they don't. So certain people will go up to the object and it will respond. And some people go up to the object and it does nothing. So certain types of, I don't know if that's related to DNA or to consciousness or what, whatever, but it's different. People will have a different response and they, they had us kind of walked closer to the, the window and nothing happened. So we didn't, I mean, I don't know if we got closer or something would've happened, but they, I don't know if they were even looking for that, but maybe, you know, that they, that's one thing he said that like certain people will go near the object and will react. And he didn't describe how it would react. He instead it would react,” RA - “There's a really weird component to this, and I don't know what this means, but when I think back to this particular memory and, and this never happens to me in any other thing, I, I get real fuzzy. It gets real fuzzy, like, like almost like something was purposely done to to, to make it that way. Because I have a very photographic memory and things I've done in the military. Like I can tell you the color of the buttons on a shirt of a guy that I sniped from, you know, 800 feet, 800 meters away. So I mean, I, there's for me to not remember this is really bothers me, but there's, there's some cloudiness when I try to access this part of my brain, you know, I can definitely, maybe it's, it could definitely be the, the objects itself that had, and it felt this, this is why it's difficult because it obviously, it felt weird being down there. Okay. There's, there's something like, there was just, it is an unnatural feeling we're doing. It felt like we were doing something that wasn't normal. I mean, the fact that we were so deep underground, me and the dude were kind of freaked out and, and, but we didn't display that outwardly because we're trained to not do that, you know? But internally, yeah, I was like, what the hell is going on? And when they talk about optimal stuff, they didn't say it like, by the way, aliens are real like you or anything like of that sort. It was just, oh yeah, this is the off world technology division, this is Chuck, this is whatever. And just started talking like everything was normal and we just went along with it because we acted like it was normal, but the first time I'd ever been exposed to it and it, it was a lot to take in. So that could be part of it too.”

neandrewthal

41,422 просмотров • 1 год назад

I built an agent that answers machine-learning questions. It's autonomous, and the best part is that I built the whole thing without writing a single line of Python code. Here is what I did and how I did it: Over a year ago, a friend and I built a site that publishes multi-choice questions. You get a new one every day. I decided to have GPT-3.5 answer questions. Here is what I needed to build: 1. Connect to the site's API to retrieve today's question 2. Extract the question and the potential choices 3. Connect to OpenAI's API and ask GPT-3.5 to answer the question 4. Parse the answer from the model 5. Submit the answer back to the API to get the score Not difficult. Likely several hours of work. But I didn't have to write any code. I built the whole thing by dragging and dropping components using Vellum is a YC-backed platform for developers to build LLM applications. They are the only ones I've seen offering this functionality. They sponsored this post, and their team helped me with all my questions while I built this. I created a workflow. The platform supports several node types to build whatever you have in mind. I show how I put the whole thing together in the attached video. The only code I had to write was a few lines of Jinja to parse and transform the API and the LLM results. There are three lessons I want to share from this experience: First, the best possible code is the one you didn't write. I'm a big fan of no-code tools because they help me materialize my ideas fast. They help product people, designers, and no coders collaborate on the solution. Second, Large Language Models are sensitive to how you prompt them. Small changes to prompts can make a big difference in results. This is more pronounced when you are building a multi-step workflow. Third, automated testing and evaluation for prompts is critical. There aren't many companies thinking about this. They'll have a hard time moving from a demo phase. The attached video will show you what I did.

I built an agent that answers machine-learning questions. It's autonomous, and the best part is that I built the whole thing without writing a single line of Python code. Here is what I did and how I did it: Over a year ago, a friend and I built a site that publishes multi-choice questions. You get a new one every day. I decided to have GPT-3.5 answer questions. Here is what I needed to build: 1. Connect to the site's API to retrieve today's question 2. Extract the question and the potential choices 3. Connect to OpenAI's API and ask GPT-3.5 to answer the question 4. Parse the answer from the model 5. Submit the answer back to the API to get the score Not difficult. Likely several hours of work. But I didn't have to write any code. I built the whole thing by dragging and dropping components using Vellum is a YC-backed platform for developers to build LLM applications. They are the only ones I've seen offering this functionality. They sponsored this post, and their team helped me with all my questions while I built this. I created a workflow. The platform supports several node types to build whatever you have in mind. I show how I put the whole thing together in the attached video. The only code I had to write was a few lines of Jinja to parse and transform the API and the LLM results. There are three lessons I want to share from this experience: First, the best possible code is the one you didn't write. I'm a big fan of no-code tools because they help me materialize my ideas fast. They help product people, designers, and no coders collaborate on the solution. Second, Large Language Models are sensitive to how you prompt them. Small changes to prompts can make a big difference in results. This is more pronounced when you are building a multi-step workflow. Third, automated testing and evaluation for prompts is critical. There aren't many companies thinking about this. They'll have a hard time moving from a demo phase. The attached video will show you what I did.

Santiago

309,825 просмотров • 2 лет назад

Harry about why he chose to do residencies in certain cities on Zane Lowe “I think it makes the show better. I think you can build something that doesn't have to travel every night. I think the show itself is better. I think there's something in this that allows me to like stay in my life while I'm doing it and therefore I think allows me to take care of myself better, which I think makes me better at doing the thing. It's not like I'm saying I'll never travel again, but I want to see what it looks like if you do it a different way. And you know, people in my band have like families now and kids and some aspect of that, too. It's really important to me that they're on the road that I would love to like have them and I don't want to make it like near impossible for them to be able to do that with me.”

Harry about why he chose to do residencies in certain cities on Zane Lowe “I think it makes the show better. I think you can build something that doesn't have to travel every night. I think the show itself is better. I think there's something in this that allows me to like stay in my life while I'm doing it and therefore I think allows me to take care of myself better, which I think makes me better at doing the thing. It's not like I'm saying I'll never travel again, but I want to see what it looks like if you do it a different way. And you know, people in my band have like families now and kids and some aspect of that, too. It's really important to me that they're on the road that I would love to like have them and I don't want to make it like near impossible for them to be able to do that with me.”

HSNews

282,165 просмотров • 4 месяцев назад

"You know, I don't, I have not changed. I really make the movies for myself. I really, really do." Q: "For no one else, or just sort of like what you ultimately want to see in them?" "Yeah, I think so." Q: "As a fan yourself, too? "What I want to see, yeah, like as a, like, you only have the benchmark of yourself. Like, if you ever try and make a movie for someone other than yourself... I feel like you're going to blow it. "Because you can't, you don't know how anyone else is going to feel. So like, you know, you go, 'okay, do I find that emotionally real? Do I find that interesting? Is that the Krypton I want to go to? Is that the Superman I want to see fight?' "You know, those are the questions you ask yourself constantly. And I think once you, if you're constantly answering yes to that, then you'll end up the more, the film will end up being more interesting to you. "And ultimately, the film being interesting to you allows you to make the movie better because you're interested. "If you make it for someone else over a two-year period, you're just going to not give a sh*t at some point because you're just like, 'I don't care. This is not my movie. I don't care about this movie because I made it for someone else.'" Q: "I imagine that's a very hard thing to do in Hollywood, though, is to keep your vision clear with so much collaboration, with so much going on, with so many other people in the mix." "It really depends on the project. For instance, it was hard on Guardians, you know, where I feel like what ended up happening on that movie was people, we did end up, they did end up asking me like, 'this is for kids, right?' "And I got to honestly say that I knew it was for kids, but I didn't want to make it for kids. You know what I mean? And I think that's what happened to that movie. It did get like second guessed at the end and turned more into a movie for kids. "My point of view is I can think like a child if I want. I have that enthusiasm for movies and what I think is cool. You, the collective you, don't need to try and second guess me and go, 'this is what we think a kid would like.' "And then it's like, 'oh, a song' or whatever. Then you're just like, 'okay, whatever.'"

"You know, I don't, I have not changed. I really make the movies for myself. I really, really do." Q: "For no one else, or just sort of like what you ultimately want to see in them?" "Yeah, I think so." Q: "As a fan yourself, too? "What I want to see, yeah, like as a, like, you only have the benchmark of yourself. Like, if you ever try and make a movie for someone other than yourself... I feel like you're going to blow it. "Because you can't, you don't know how anyone else is going to feel. So like, you know, you go, 'okay, do I find that emotionally real? Do I find that interesting? Is that the Krypton I want to go to? Is that the Superman I want to see fight?' "You know, those are the questions you ask yourself constantly. And I think once you, if you're constantly answering yes to that, then you'll end up the more, the film will end up being more interesting to you. "And ultimately, the film being interesting to you allows you to make the movie better because you're interested. "If you make it for someone else over a two-year period, you're just going to not give a sh*t at some point because you're just like, 'I don't care. This is not my movie. I don't care about this movie because I made it for someone else.'" Q: "I imagine that's a very hard thing to do in Hollywood, though, is to keep your vision clear with so much collaboration, with so much going on, with so many other people in the mix." "It really depends on the project. For instance, it was hard on Guardians, you know, where I feel like what ended up happening on that movie was people, we did end up, they did end up asking me like, 'this is for kids, right?' "And I got to honestly say that I knew it was for kids, but I didn't want to make it for kids. You know what I mean? And I think that's what happened to that movie. It did get like second guessed at the end and turned more into a movie for kids. "My point of view is I can think like a child if I want. I have that enthusiasm for movies and what I think is cool. You, the collective you, don't need to try and second guess me and go, 'this is what we think a kid would like.' "And then it's like, 'oh, a song' or whatever. Then you're just like, 'okay, whatever.'"

Zack Snyder Film

334,960 просмотров • 7 месяцев назад