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Lenia
“one piece of software that I love is the lenya that's that's based on The Game of Life”
youtube: Diverse Pathways into AI Research: A Fireside Chat with Pablo Samuel Castro — by Cohere — 2026-04-07
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“one piece of software that I love is the lenya that's that's based on The Game of Life”
“what one was Linux and Apache open source”
“I have used pyro a bunch and I've gotten a chance to look at some of the other uh publishing programming languages that are utilized”
“- [Agent Skills open standard](https://agentskills.io)”
“They're using Tik Tok Um theyre using like in or um Instagram reels and and YouTube shorts and things like that and they're just building um you know they're putting their music out and they know how …”
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“This time he's got a new demo to show us. It's called Claw Chief.”
“I was so attracted to what you do is because it could sound corny to say I want to create a billion coders. You know, you're like, okay, Silicon Valley, typical mission, put a billion in front. Yeah. …”
“I would say do the same thing that you've always done. You know, get a job, find an industry you like or you're interested in and go into that. And what you're going to find is massive inefficiencies.…”
“And there's a really we we built this experience which if folks haven't tried this before artificial.studio.google.com/live has this like real-time live experience where you can actually share your s…”
“Last time he was on, he showed us AntFarm, his open source tool.”
“right you can't just go like this and pray that Unix versus Windows right so if you go back to the history of the internet there was a similar story where uh back in 1992 when uh built into an Al Gore…”
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“highway they went to see uh you know the big uh communication companies like ATT and ATT told them oh you know leave it to us we'll build the stuff it's going to be you know ATM and ISD enter the home…”
“highway they went to see uh you know the big uh communication companies like ATT and ATT told them oh you know leave it to us we'll build the stuff it's going to be you know ATM and ISD enter the home…”
“I would say do the same thing that you've always done. You know, get a job, find an industry you like or you're interested in and go into that. And what you're going to find is massive inefficiencies.…”
“I've been using Hermes agent pretty significantly over the last few weeks. I do think it is a very strong tool.”
“We use all of open AI models Google Gemini and the main Workhorse is anthropics Claud model for writing the code”
“And one of them that's sort of still sticks out to me is the folks at Source Graph who who sort of make a a developer platform and they have Cody, which is an AI coding assistant.”
“Oh, one of my favorites also is Alpha Genome. Yes.”
“If you could have your all your blood results from Superpower or Function Health or any number of people who are doing that. And in the Whoop app, they have labs. So they're going to be adding that pr…”
“Beehive, a company we've talked about on the show quite a lot. Yeah, we use them. They're incredible for our newsletter. Yeah, big fan. Um shout out to Tyler Denk.”
“Oh, and I would write essays and people would read the essays and I would have this link interested in starting a startup apply to Y Combinator right. So that probably got more people to apply but the…”
“demonstrating that neural-network-based approaches can be a powerful tool for the automated characterization of hole spin qubit arrays.”
“i would like to thank the organizers for the opportunity to speak at the quantum summer symposium today i'll talk about something very basic surface codes”
“When your website or your app goes down, you just want to fix that problem as quick as possible. And that's why there's Sentry application monitoring software that's essential for over 4 million devel…”
“one of the first things I used to do was this was called so now I think it's Adobe Flash but it used to be macromedia flash”
“I'll give a very concrete case study is this company resend that went through the batch on winter 23 is a email sending client and when you ask a question on chbt or cloud or pretty much all of the ma…”
“I think one company that's doing a lot of interesting work with developer docs is Mlifi that you work with Harsh.”
“Speaking of email, there's another YC company that's very relevant to this conversation. There's there's a YC company called Agent Mail that makes inboxes for AI agents.”
“so we rely on our in-house snake optimizer originally developed by our colleague paul klimov which leverages graph traversal and does a step-by-step incremental optimization across the processor”
“experience abroad or be able to like gain as much of experience and knowledge from places that you can internet to like online courses and stuff and talking with people I think like connecting through…”
“sntools is a neutrino event generator for supernova burst neutrinos, originally developed to study supernova model discrimination with Hyper-Kamiokande. Work to add support for pre-supernova event gen…”
“one of the things I've picked up is just the Google tools which weren't ones that I had used a lot before and are pretty powerful so I've been happy about that”
“My name is Jessica Berg and I am a PhD student at new york University today, I'm going to present snicket a query driven distributed tracing system.”
“so so yeah definitely check out the teaching teaching kits.”
“The deep learning teaching kit, this was the second kit that we built.”
“accelerated data science we started this one about four years ago and it's been through a couple of updates built this one with professors at Georgia Tech back in prayer vanm. So this one's largely…”
“Uh we have a kit around edge AI and robotics. This one's based on our embedded systems platform, the Jetson or Nano.”
“So this is using the physics nemo platform. It's a physics MLbased platform for accelerating all types of things within science domains like computational fluid and and and biio medicine um and all …”
“Jennai teaching kit this one might be the one we're most proud of for a couple of reasons.”
“Um open USD has to do with 3D graphics and simulation. There's some fundamental aspects of of physical AI in this one as well.”
“We perform full spectral modeling on the near-peak-light optical and NIR spectra of the SN Ic 2014L to quantitatively constrain helium and other outer-ejecta properties, using the radiative transfer c…”
“Anthropic's Project Glasswing - restricting Claude Mythos to security researchers - sounds necessary to me”
“So I mean, one of the things that I'd probably recommend doing is just using a coding agent out of the box.”
“What's your favorite tool? >> Uh, probably SDS drill. >> What's an SDS drill? >> It's just a It's a drill that has a lot more power to it than a regular power drill. could go through rock walls.”
“Whisperflow costs money. So, I use Spokenly and Spokenly you can also connect with a local model.”
“I made this into a product. It's called open paper. You can look it up open paper.dev.”
“You know, a couple weeks ago, he was thinking about canceling his chat tot subscription, but now he's wondering, you know, maybe I should just keep chatbt and instead use OpenAI models instead.”
“The next company I was going to mention is Factory which is another coding company and and I think you look at at the harness they've done there.”
“Second, Claude 4.5 is amazing. It's just out. I've only had it a few days, but I suspect it will have a very low rate of hallucination.”
“I'd undoubtedly choose to use Solid Works.”
“I first put you and your channel in my newsletter, Five Bullet Friday.”
“This paper presents the NCCLX collective communication framework, developed at Meta, engineered to optimize performance across the full LLM lifecycle, from the synchronous demands of large-scale train…”
“Folks who don't know you, they may know you through your Otter test, which has also been very fun to follow over the years. Tell us what that is because the it's gotten it's gotten quite impressive re…”
“Then you have Claude came out with Co-work this week. Incredibly powerful. People are kind of losing their minds over it. I've been playing with it for the last 40 hours. Truly impressive.”
“So the the product that just came out recently that everyone's kind of going crazy over is the latest iteration of clawed code uh which is uh powered by uh anthropics uh opus 4.5 model which seems to …”
“So the the product that just came out recently that everyone's kind of going crazy over is the latest iteration of clawed code uh which is uh powered by uh anthropics uh opus 4.5 model which seems to …”
“Get a Claude co-worker account. Spend an hour talking to it about what you do every day.”
“So, Bedrock Agent Core now has uh out of beta or pre-release or whatever they call it, preview uh evaluations, which was really cool. So now you can essentially evaluate the agents and their responses…”
“the the next one uh another thing that we've talked a lot about is the DevOp Dev Ops agent. It's now in GA.”
“there's the segue into the next agent that we've talked about a lotier agent announced at uh reinvent was the security agent and >> again this confuses me a little bit because they very specifically s…”
“I want to start off with a disclaimer that okay, Docker sandboxes we just launched last week. MCP toolkit is not yet integrated with that sandbox product. Okay. Um it's just not quite there yet. Um st…”
“MCP toolkit is not yet integrated with that sandbox product. Okay. Um it's just not quite there yet. Um stay tuned. It's coming soon. Um just hasn't happened yet. So what I'm going to be showing you …”
“I want to start off with a disclaimer that okay, Docker sandboxes we just launched last week. MCP toolkit is not yet integrated with that sandbox product. Okay. Um it's just not quite there yet. Um st…”
“LIIA is a music generation model um that creates not just music but also audio or also lyrics um and any number of languages.”
“We actually have so we just rolled out the official box CLI. Thank you for the liking the tweet on that. I I've been I I used it. I have some feedback.”
“I actually gave my Nano Claw its own credit card came in.”
“ul.live is his website, but it has a number of tools you might be interested in, including upgrade to human 3.0. I think this is kind of uh what he's been focused on lately.”
“If you want to imagine a specific application here, imagine getting a hold of you know a B200 server to run say the new Quen 3.5 \"like\" 36 billion parameter mixture of experts model.”
“ECC256を破るのに9739 個だ。”
“RSA2048でも1万1033 個。”
“So try them now. Fish audio. It's instantly available at fish.audio.”
“There's this library that exists called PyTorch Lightning, which is sort of a level up above PyTorch that says, hey, if you're going to do a standard training loop, that's easy, just use this. We'll t…”
“NVIDIA has one called NVLink, which is a fantastic piece of technology.”
“Because we were running in AWS, they had standardized on a different one called EFA. So we plugged that in and that was a huge bottleneck we removed.”
“I'd get my computer science degree. I'd get really good with uh Cursor or Windsurf or Continue or any of the coding platforms that use AI and then I might go get a knowledge work job and just intimate…”
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“put together a filing folder 2026 and as tax documents go in or you get receipts from charitable start filling that folder so it's a little bit easier”
“Swix founder of late in space host co-host of latent space founder of small AI the newsletter founder of AI engineer summit”
“Swix founder of late in space host co-host of latent space founder of small AI the newsletter founder of AI engineer summit”
“Uh and I think they're also compromising light LLM and exios and all these things.”
“Yeah. I I I mean Mythos is announced it's okay you know like you can have it great >> we as people can have it if you're a company a big company yeah we're going to talk about mythos folks on tropics …”
“Opus's biggest brother that's very good at cyber security that freaks people out and we're going to definitely like mention this uh in in a moment.”
“Cedense 2 is available on uh replicate and in the US now. Cedence 2 full cedance with video uploaded and everything.”
“Another model is being tested right now that's also like making waves called Happy Horse. It's a mystery number one's video model.”
“OpenCloud released a version 20264.5 with Dreaming.”
“it's very very very flexible and I I highly recommend that”
“Please if you're not already using the product try it out. Uh try out Loop give us your feedback.”
“Um, you can actually start using it today if you are an existing Brain Trust user or you sign up for the product. There's a feature flag that you can just flip on called Loop and start using it right …”
“We present DiffuMask, a diffusion-based framework integrating hierarchical shot-level and token-level pruning signals, that enables rapid and parallel prompt pruning via iterative mask prediction.”
“Notion is notion with AI is 20 bucks a month. The basic is 10 if if everything ties and private companies have an incentive to be honest but but polish the numbers a little bit, right? But but ... But…”
“I suspect as the year goes on, we're going to see the same thing at Slack because most folks haven't used it. We're on it. The AI version of Slack for certain use cases is so much better.”
“stuff like rock key, I think for example, which is like a key version of it, uh, is the best way to go.”
“the anthropic AI security agents which I've basically used in Replet's very very good and it also makes sense as we rush we're going to leak source code data PII right it was I don't know whether it's…”
“I use one password. There are many of others out there that are just as good.”
“We have a punch card system as something that I, you know, was very impressed by Warren Buffett's view of the world, which is, you know, any use of you is an investment. It's a punch and you can't get…”
“So, I bought this thing recommended by a friend of mine, Nick Norris, who's also been on the podcast, former Navy Seal, called the Nug. And the Nug is it's about the size of like a gigantic bar of soa…”
“I'm using the Katsu C4. I'm using the C4 cuz I'm like I don't want another app. Oh, I got the app. That's nice. No.”