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Let's get this toast a cooking! Ru tasked the queens with writing and delivering jokes onstage for a Drag Race Toast to the one and only Alyssa Edwards. But first, a mini challenge sponsored by Scentbird, then a table read of their Toast material, and then of course some wind swept fashions on the runway. Alaska and Willam discuss questionable comedy styles, joke delivery 101, and why none of the girls wore hair that might actually move in the wind! And congrats to Darlene Mitchell, who is finally on the board after this episode!Listen to Race Chaser Ad-Free on MOM PlusFollow us on IG at @racechaserpod and click the link in bio for a list of organizations you can donate to in support of Black Lives MatterFOLLOW ALASKAhttps://twitter.com/Alaska5000https://www.instagram.com/theonlyalaska5000https://www.facebook.com/AlaskaThunderhttps://www.youtube.com/channel/UC9vnKqhNky1BcWqXbDs0NAQFOLLOW WILLAMhttps://twitter.com/willamhttps://www.instagram.com/willamhttps://www.facebook.com/willamhttps://www.youtube.com/channel/UCrO9hj5VqGJufBlVJy-8D1gRACE CHASER IS A FOREVER DOG AND MOGULS OF MEDIA (MOM) PODCASTSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

In 1970, 85-year-old Nellie Farmer lived quietly in a modest retirement hotel. A retired schoolteacher, she had spent her life helping others and asking for very little in return. One night, that safety was shattered. An intruder broke into her room while she slept. Nellie Farmer had been brutally raped and strangled with a scarf. Her body was discovered face down on the bed, partially covered by blankets, as if someone had tried to hide what they had done. At first, it looked like a single, terrible crime. But it wasn't. Police quickly arrested a man who admitted he had been in Nellie Farmer's room the night she died, but he insisted someone else was responsible. His story pointed the finger at a mysterious accomplice known only by a nickname. That testimony would send a man to prison, but was he the right man? As the years passed, the case began to unravel because Nellie Farmer's murder was not the end of the story. It was only the beginning. Join Cam and Jen on this episode of Our True Crime Podcast entitled ‘The Stocking Strangler: Carlton Gary.' Listener Discretion is by our bestie Edward OctoberpodVHS That fabu music you hear is from our EP and Editor Nico @theinkypawprint Sources: https://web.archive.org/web/20121210082304/http://www.trutv.com/library/crime/serial_killers/predators/carlton_gary/1.html http://www.ledger-enquirer.com/news/local/article173673116.html https://web.archive.org/web/20180520193920/http://www.dcor.state.ga.us/NewsRoom/PressReleases/gary-execution-final-media-advisory https://r.search.yahoo.com/_ylt=AwrEs751aLhpaWcAtd4PxQt.;_ylu=Y29sbwNiZjEEcG9zAzIEdnRpZAMEc2VjA3Ny/RV=2/RE=1774902646/RO=10/RU=https%3a%2f%2fcrimelibrary.org%2fserial_killers%2fpredators%2fcarlton_gary%2f/RK=2/RS=1bcBJSzIqzj2iI9ciMWTtVSHvPM- https://www.themarshallproject.org/next-to-die/ga/6tn2v24m https://www.aetv.com/articles/carlton-gray-serial-killer https://digitalcollections.library.gsu.edu/digital/collection/ajc/id/13576/ https://www.11alive.com/article/news/investigations/last-words-stocking-strangler-talks-faith-innocence-and-truth-hours-before-execution/85-528753134 https://www.youtube.com/watch?v=M0prdgKP11g https://web.archive.org/web/20120415164736/http://www.9wsyr.com/news/local/story/DNA-Links-Georgia-Killer-to-Local-1975-Murder-Case/-hJVZ-1q7ECe3VOlVbyi2A.cspx https://www.newspapers.com/clip/114369053/woman-84-apparently-strangled/ https://web.archive.org/web/20220930151228/https://www.mupress.org/The-Columbus-Stocking-Strangler-P1208.aspx https://apnews.com/general-news-7c23df3f40bc48b3a02bcfe8c48eb009 https://www.newspapers.com/article/the-troy-record-strangulation-ruled-in-w/114368426/ https://www.newspapers.com/clip/114369053/woman-84-apparently-strangled/ https://www.11alive.com/article/news/investigations/gone-cold/the-hunt-southern-ghosts-a-serial-killers-stranglehold-on-the-past/85-520576459 Learn more about your ad choices. Visit megaphone.fm/adchoices

It's time to whip out your shiny disco balls for another funky disco house fuelled episode of Super Disco ⚡️Like the Show? Click the [Repost] ↻ button so more people can hear it!

The Scarlet Knights live to play another day after upsetting the Golden Gophers in the second round of the Big Ten Tournament. Tariq Francis broke Corey Sanders' B1G tourney single game scoring record with 29 points including 5 of 7 from three. Emmanuel Ogbole was big inside. Darren Buchanan, JMike and Harun Zrno were clutch in the second half as Rutgers was disruptive on defense. Also 22 assists on 25 made field goals proved this team was as connected as they've been all season. RU will face No. 6 UCLA on Thursday night 9 pm ET.#rutgersbasketball

Join Kyle, Nader, Vibhu, and swyx live at NVIDIA GTC next week!Now that AIE Europe tix are ~sold out, our attention turns to Miami and World's Fair!The definitive AI Accelerator chip company has more than 10xed this AI Summer:And is now a $4.4 trillion megacorp… that is somehow still moving like a startup. We are blessed to have a unique relationship with our first ever NVIDIA guests: Kyle Kranen who gave a great inference keynote at the first World's Fair and is one of the leading architects of NVIDIA Dynamo (a Datacenter scale inference framework supporting SGLang, TRT-LLM, vLLM), and Nader Khalil, a friend of swyx from our days in Celo in The Arena, who has been drawing developers at GTC since before they were even a glimmer in the eye of NVIDIA:Nader discusses how NVIDIA Brev has drastically reduced the barriers to entry for developers to get a top of the line GPU up and running, and Kyle explains NVIDIA Dynamo as a data center scale inference engine that optimizes serving by scaling out, leveraging techniques like prefill/decode disaggregation, scheduling, and Kubernetes-based orchestration, framed around cost, latency, and quality tradeoffs. We also dive into Jensen's “SOL” (Speed of Light) first-principles urgency concept, long-context limits and model/hardware co-design, internal model APIs (https://build.nvidia.com), and upcoming Dynamo and agent sessions at GTC.Full Video pod on YouTubeTimestamps00:00 Agent Security Basics00:39 Podcast Welcome and Guests07:19 Acquisition and DevEx Shift13:48 SOL Culture and Dynamo Setup27:38 Why Scale Out Wins29:02 Scale Up Limits Explained30:24 From Laptop to Multi Node33:07 Cost Quality Latency Tradeoffs38:42 Disaggregation Prefill vs Decode41:05 Kubernetes Scaling with Grove43:20 Context Length and Co Design57:34 Security Meets Agents58:01 Agent Permissions Model59:10 Build Nvidia Inference Gateway01:01:52 Hackathons And Autonomy Dreams01:10:26 Local GPUs And Scaling Inference01:15:31 Long Running Agents And SF ReflectionsTranscriptAgent Security BasicsNader: Agents can do three things. They can access your files, they can access the internet, and then now they can write custom code and execute it. You literally only let an agent do two of those three things. If you can access your files and you can write custom code, you don't want internet access because that's one to see full vulnerability, right?If you have access to internet and your file system, you should know the full scope of what that agent's capable of doing. Otherwise, now we can get injected or something that can happen. And so that's a lot of what we've been thinking about is like, you know, how do we both enable this because it's clearly the future.But then also, you know, what, what are these enforcement points that we can start to like protect?swyx: All right.Podcast Welcome and Guestsswyx: Welcome to the Lean Space podcast in the Chromo studio. Welcome to all the guests here. Uh, we are back with our guest host Viu. Welcome. Good to have you back. And our friends, uh, Netter and Kyle from Nvidia. Welcome.Kyle: Yeah, thanks for having us.swyx: Yeah, thank you. Actually, I don't even know your titles.Uh, I know you're like architect something of Dynamo.Kyle: Yeah. I, I'm one of the engineering leaders [00:01:00] and a architects of Dynamo.swyx: And you're director of something and developers, developer tech.Nader: Yeah.swyx: You're the developers, developers, developers guy at nvidia,Nader: open source agent marketing, brev,swyx: and likeNader: Devrel tools and stuff.swyx: Yeah. BeenNader: the focus.swyx: And we're, we're kind of recording this ahead of Nvidia, GTC, which is coming to town, uh, again, uh, or taking over town, uh, which, uh, which we'll all be at. Um, and we'll talk a little bit about your sessions and stuff. Yeah.Nader: We're super excited for it.GTC Booth Stunt Storiesswyx: One of my favorite memories for Nader, like you always do like marketing stunts and like while you were at Rev, you like had this surfboard that you like, went down to GTC with and like, NA Nvidia apparently, like did so much that they bought you.Like what, what was that like? What was that?Nader: Yeah. Yeah, we, we, um. Our logo was a chaka. We, we, uh, we were always just kind of like trying to keep true to who we were. I think, you know, some stuff, startups, you're like trying to pretend that you're a bigger, more mature company than you are. And it was actually Evan Conrad from SF Compute who was just like, you guys are like previousswyx: guest.Yeah.Nader: Amazing. Oh, really? Amazing. Yeah. He was just like, guys, you're two dudes in the room. Why are you [00:02:00] pretending that you're not? Uh, and so then we were like, okay, let's make the logo a shaka. We brought surfboards to our booth to GTC and the energy was great. Yeah. Some palm trees too. They,Kyle: they actually poked out over like the, the walls so you could, you could see the bread booth.Oh, that's so funny. AndNader: no one else,Kyle: just from very far away.Nader: Oh, so you remember it backKyle: then? Yeah I remember it pre-acquisition. I was like, oh, those guys look cool,Nader: dude. That makes sense. ‘cause uh, we, so we signed up really last minute, and so we had the last booth. It was all the way in the corner. And so I was, I was worried that no one was gonna come.So that's why we had like the palm trees. We really came in with the surfboards. We even had one of our investors bring her dog and then she was just like walking the dog around to try to like, bring energy towards our booth. Yeah.swyx: Steph.Kyle: Yeah. Yeah, she's the best,swyx: you know, as a conference organizer, I love that.Right? Like, it's like everyone who sponsors a conference comes, does their booth. They're like, we are changing the future of ai or something, some generic b******t and like, no, like actually try to stand out, make it fun, right? And people still remember it after three years.Nader: Yeah. Yeah. You know what's so funny?I'll, I'll send, I'll give you this clip if you wanna, if you wanna add it [00:03:00] in, but, uh, my wife was at the time fiance, she was in medical school and she came to help us. ‘cause it was like a big moment for us. And so we, we bought this cricket, it's like a vinyl, like a vinyl, uh, printer. ‘cause like, how else are we gonna label the surfboard?So, we got a surfboard, luckily was able to purchase that on the company card. We got a cricket and it was just like fine tuning for enterprises or something like that, that we put on the. On the surfboard and it's 1:00 AM the day before we go to GTC. She's helping me put these like vinyl stickers on.And she goes, you son of, she's like, if you pull this off, you son of a b***h. And so, uh, right. Pretty much after the acquisition, I stitched that with the mag music acquisition. I sent it to our family group chat. Ohswyx: Yeah. No, well, she, she made a good choice there. Was that like basically the origin story for Launchable is that we, it was, and maybe we should explain what Brev is andNader: Yeah.Yeah. Uh, I mean, brev is just, it's a developer tool that makes it really easy to get a GPU. So we connect a bunch of different GPU sources. So the basics of it is like, how quickly can we SSH you into a G, into a GPU and whenever we would talk to users, they wanted A GPU. They wanted an A 100. And if you go to like any cloud [00:04:00] provisioning page, usually it's like three pages of forms or in the forms somewhere there's a dropdown.And in the dropdown there's some weird code that you know to translate to an A 100. And I remember just thinking like. Every time someone says they want an A 100, like the piece of text that they're telling me that they want is like, stuffed away in the corner. Yeah. And so we were like, what if the biggest piece of text was what the user's asking for?And so when you go to Brev, it's just big GPU chips with the type that you want withswyx: beautiful animations that you worked on pre, like pre you can, like, now you can just prompt it. But back in the day. Yeah. Yeah. Those were handcraft, handcrafted artisanal code.Nader: Yeah. I was actually really proud of that because, uh, it was an, i I made it in Figma.Yeah. And then I found, I was like really struggling to figure out how to turn it from like Figma to react. So what it actually is, is just an SVG and I, I have all the styles and so when you change the chip, whether it's like active or not it changes the SVG code and that somehow like renders like, looks like it's animating, but it, we just had the transition slow, but it's just like the, a JavaScript function to change the like underlying SVG.Yeah. And that was how I ended up like figuring out how to move it from from Figma. But yeah, that's Art Artisan. [00:05:00]Kyle: Speaking of marketing stunts though, he actually used those SVGs. Or kind of use those SVGs to make these cards.Nader: Oh yeah. LikeKyle: a GPU gift card Yes. That he handed out everywhere. That was actually my first impression of thatNader: one.Yeah,swyx: yeah, yeah.Nader: Yeah.swyx: I think I still have one of them.Nader: They look great.Kyle: Yeah.Nader: I have a ton of them still actually in our garage, which just, they don't have labels. We should honestly like bring, bring them back. But, um, I found this old printing press here, actually just around the corner on Ven ness. And it's a third generation San Francisco shop.And so I come in an excited startup founder trying to like, and they just have this crazy old machinery and I'm in awe. ‘cause the the whole building is so physical. Like you're seeing these machines, they have like pedals to like move these saws and whatever. I don't know what this machinery is, but I saw all three generations.Like there's like the grandpa, the father and the son, and the son was like, around my age. Well,swyx: it's like a holy, holy trinity.Nader: It's funny because we, so I just took the same SVG and we just like printed it and it's foil printing, so they make a a, a mold. That's like an inverse of like the A 100 and then they put the foil on it [00:06:00] and then they press it into the paper.And I remember once we got them, he was like, Hey, don't forget about us. You know, I guess like early Apple and Cisco's first business cards were all made there. And so he was like, yeah, we, we get like the startup businesses but then as they mature, they kind of go somewhere else. And so I actually, I think we were talking with marketing about like using them for some, we should go back and make some cards.swyx: Yeah, yeah, yeah. You know, I remember, you know, as a very, very small breadth investor, I was like, why are we spending time like, doing these like stunts for GPUs? Like, you know, I think like as a, you know, typical like cloud hard hardware person, you go into an AWS you pick like T five X xl, whatever, and it's just like from a list and you look at the specs like, why animate this GP?And, and I, I do think like it just shows the level of care that goes throughout birth and Yeah. And now, and also the, and,Nader: and Nvidia. I think that's what the, the thing that struck me most when we first came in was like the amount of passion that everyone has. Like, I think, um, you know, you talk to, you talk to Kyle, you talk to, like, every VP that I've met at Nvidia goes so close to the metal.Like, I remember it was almost a year ago, and like my VP asked me, he's like, Hey, [00:07:00] what's cursor? And like, are you using it? And if so, why? Surprised at this, and he downloaded Cursor and he was asking me to help him like, use it. And I thought that was, uh, or like, just show him what he, you know, why we were using it.And so, the amount of care that I think everyone has and the passion, appreciate, passion and appreciation for the moment. Right. This is a very unique time. So it's really cool to see everyone really like, uh, appreciate that.swyx: Yeah.Acquisition and DevEx Shiftswyx: One thing I wanted to do before we move over to sort of like research topics and, uh, the, the stuff that Kyle's working on is just tell the story of the acquisition, right?Like, not many people have been, been through an acquisition with Nvidia. What's it like? Uh, what, yeah, just anything you'd like to say.Nader: It's a crazy experience. I think, uh, you know, we were the thing that was the most exciting for us was. Our goal was just to make it easier for developers.We wanted to find access to GPUs, make it easier to do that. And then all, oh, actually your question about launchable. So launchable was just make one click exper, like one click deploys for any software on top of the GPU. Mm-hmm. And so what we really liked about Nvidia was that it felt like we just got a lot more resources to do all of that.I think, uh, you [00:08:00] know, NVIDIA's goal is to make things as easy for developers as possible. So there was a really nice like synergy there. I think that, you know, when it comes to like an acquisition, I think the amount that the soul of the products align, I think is gonna be. Is going speak to the success of the acquisition.Yeah. And so it in many ways feels like we're home. This is a really great outcome for us. Like we you know, I love brev.nvidia.com. Like you should, you should use it's, it's theKyle: front page for GPUs.Nader: Yeah. Yeah. If you want GP views,Kyle: you go there, getswyx: it there, and it's like internally is growing very quickly.I, I don't remember You said some stats there.Nader: Yeah, yeah, yeah. It's, uh, I, I wish I had the exact numbers, but like internally, externally, it's been growing really quickly. We've been working with a bunch of partners with a bunch of different customers and ISVs, if you have a solution that you want someone that runs on the GPU and you want people to use it quickly, we can bundle it up, uh, in a launchable and make it a one click run.If you're doing things and you want just like a sandbox or something to run on, right. Like open claw. Huge moment. Super exciting. Our, uh, and we'll talk into it more, but. You know, internally, people wanna run this, and you, we know we have to be really careful from the security implications. Do we let this run on the corporate network?Security's guidance was, Hey, [00:09:00] run this on breath, it's in, you know, it's, it's, it's a vm, it's sitting in the cloud, it's off the corporate network. It's isolated. And so that's been our stance internally and externally about how to even run something like open call while we figure out how to run these things securely.But yeah,swyx: I think there's also like, you almost like we're the right team at the right time when Nvidia is starting to invest a lot more in developer experience or whatever you call it. Yeah. Uh, UX or I don't know what you call it, like software. Like obviously NVIDIA is always invested in software, but like, there's like, this is like a different audience.Yeah. It's aNader: widerKyle: developer base.swyx: Yeah. Right.Nader: Yeah. Yeah. You know, it's funny, it's like, it's not, uh,swyx: so like, what, what is it called internally? What, what is this that people should be aware that is going on there?Nader: Uh, what, like developer experienceswyx: or, yeah, yeah. Is it's called just developer experience or is there like a broader strategy hereNader: in Nvidia?Um, Nvidia always wants to make a good developer experience. The thing is and a lot of the technology is just really complicated. Like, it's not, it's uh, you know, I think, um. The thing that's been really growing or the AI's growing is having a huge moment, not [00:10:00] because like, let's say data scientists in 2018, were quiet then and are much louder now.The pie is com, right? There's a whole bunch of new audiences. My mom's wondering what she's doing. My sister's learned, like taught herself how to code. Like the, um, you know, I, I actually think just generally AI's a big equalizer and you're seeing a more like technologically literate society, I guess.Like everyone's, everyone's learning how to code. Uh, there isn't really an excuse for that. And so building a good UX means that you really understand who your end user is. And when your end user becomes such a wide, uh, variety of people, then you have to almost like reinvent the practice, right? Yeah. You haveKyle: to, and actually build more developer ux, right?Because the, there are tiers of developer base that were added. You know, the, the hackers that are building on top of open claw, right? For example, have never used gpu. They don't know what kuda is. They, they, they just want to run something.Nader: Yeah.Kyle: You need new UX that is not just. Hey, you know, how do you program something in Cuda and run it?And then, and then we built, you know, like when Deep Learning was getting big, we built, we built Torch and, and, but so recently the amount of like [00:11:00] layers that are added to that developer stack has just exploded because AI has become ubiquitous. Everyone's using it in different ways. Yeah. It'sNader: moving fast in every direction.Vertical, horizontal.Vibhu: Yeah. You guys, you even take it down to hardware, like the DGX Spark, you know, it's, it's basically the same system as just throwing it up on big GPU cluster.Nader: Yeah, yeah, yeah. It's amazing. Blackwell.swyx: Yeah. Uh, we saw the preview at the last year's GTC and that was one of the better performing, uh, videos so far, and video coverage so far.Awesome. This will beat it. Um,Nader: that wasswyx: actually, we have fingersNader: crossed. Yeah.DGX Spark and Remote AccessNader: Even when Grace Blackwell or when, um, uh, DGX Spark was first coming out getting to be involved in that from the beginning of the developer experience. And it just comes back to what youswyx: were involved.Nader: Yeah. St. St.swyx: Mars.Nader: Yeah. Yeah. I mean from, it was just like, I, I got an email, we just got thrown into the loop and suddenly yeah, I, it was actually really funny ‘cause I'm still pretty fresh from the acquisition and I'm, I'm getting an email from a bunch of the engineering VPs about like, the new hardware, GPU chip, like we're, or not chip, but just GPU system that we're putting out.And I'm like, okay, cool. Matters. Now involved with this for the ux, I'm like. What am I gonna do [00:12:00] here? So, I remember the first meeting, I was just like kind of quiet as I was hearing engineering VPs talk about what this box could be, what it could do, how we should use it. And I remember, uh, one of the first ideas that people were idea was like, oh, the first thing that it was like, I think a quote was like, the first thing someone's gonna wanna do with this is get two of them and run a Kubernetes cluster on top of them.And I was like, oh, I think I know why I'm here. I was like, the first thing we're doing is easy. SSH into the machine. And then, and you know, just kind of like scoping it down of like, once you can do that every, you, like the person who wants to run a Kubernetes cluster onto Sparks has a higher propensity for pain, then, then you know someone who buys it and wants to run open Claw right now, right?If you can make sure that that's as effortless as possible, then the rest becomes easy. So there's a tool called Nvidia Sync. It just makes the SSH connection really simple. So, you know, if you think about it like. If you have a Mac, uh, or a PC or whatever, if you have a laptop and you buy this GPU and you want to use it, you should be able to use it like it's A-A-G-P-U in the cloud, right?Um, but there's all this friction of like, how do you actually get into that? That's part of [00:13:00] Revs value proposition is just, you know, there's a CLI that wraps SSH and makes it simple. And so our goal is just get you into that machine really easily. And one thing we just launched at CES, it's in, it's still in like early access.We're ironing out some kinks, but it should be ready by GTC. You can register your spark on Brev. And so now if youswyx: like remote managed yeah, local hardware. Single pane of glass. Yeah. Yeah. Because Brev can already manage other clouds anyway, right?Vibhu: Yeah, yeah. And you use the spark on Brev as well, right?Nader: Yeah. But yeah, exactly. So, so you, you, so you, you set it up at home you can run the command on it, and then it gets it's essentially it'll appear in your Brev account, and then you can take your laptop to a Starbucks or to a cafe, and you'll continue to use your, you can continue use your spark just like any other cloud node on Brev.Yeah. Yeah. And it's just like a pre-provisioned centerswyx: in yourNader: home. Yeah, exactly.swyx: Yeah. Yeah.Vibhu: Tiny little data center.Nader: Tiny little, the size ofVibhu: your phone.SOL Culture and Dynamo Setupswyx: One more thing before we move on to Kyle. Just have so many Jensen stories and I just love, love mining Jensen stories. Uh, my favorite so far is SOL. Uh, what is, yeah, what is S-O-L-S-O-LNader: is actually, i, I think [00:14:00] of all the lessons I've learned, that one's definitely my favorite.Kyle: It'll always stick with you.Nader: Yeah. Yeah. I, you know, in your startup, everything's existential, right? Like we've, we've run out of money. We were like, on the risk of, of losing payroll, we've had to contract our team because we l ran outta money. And so like, um, because of that you're really always forcing yourself to I to like understand the root cause of everything.If you get a date, if you get a timeline, you know exactly why that date or timeline is there. You're, you're pushing every boundary and like, you're not just say, you're not just accepting like a, a no. Just because. And so as you start to introduce more layers, as you start to become a much larger organization, SOL is is essentially like what is the physics, right?The speed of light moves at a certain speed. So if flight's moving some slower, then you know something's in the way. So before trying to like layer reality back in of like, why can't this be delivered at some date? Let's just understand the physics. What is the theoretical limit to like, uh, how fast this can go?And then start to tell me why. ‘cause otherwise people will start telling you why something can't be done. But actually I think any great leader's goal is just to create urgency. Yeah. [00:15:00] There's an infiniteKyle: create compelling events, right?Nader: Yeah.Kyle: Yeah. So l is a term video is used to instigate a compelling event.You say this is done. How do we get there? What is the minimum? As much as necessary, as little as possible thing that it takes for us to get exactly here and. It helps you just break through a bunch of noise.swyx: Yeah.Kyle: Instantly.swyx: One thing I'm unclear about is, can only Jensen use the SOL card? Like, oh, no, no, no.Not everyone get the b******t out because obviously it's Jensen, but like, can someone else be like, no, likeKyle: frontline engineers use it.Nader: Yeah. Every, I think it's not so much about like, get the b******t out. It's like, it's like, give me the root understanding, right? Like, if you tell me something takes three weeks, it like, well, what's the first principles?Yeah, the first principles. It's like, what's the, what? Like why is it three weeks? What is the actual yeah. What's the actual limit of why this is gonna take three weeks? If you're gonna, if you, if let's say you wanted to buy a new computer and someone told you it's gonna be here in five days, what's the SOL?Well, like the SOL is like, I could walk into a Best Buy and pick it up for you. Right? So then anything that's like beyond that is, and is that practical? Is that how we're gonna, you know, let's say give everyone in the [00:16:00] company a laptop, like obviously not. So then like that's the SOL and then it's like, okay, well if we have to get more than 10, suddenly there might be some, right?And so now we can kind of piece the reality back.swyx: So, so this is the. Paul Graham do things that don't scale. Yeah. And this is also the, what people would now call behi agency. Yeah.Kyle: It's actually really interesting because there's a, there's a second hardware angle to SOL that like doesn't come up for all the org sol is used like culturally at aswyx: media for everything.I'm also mining for like, I think that can be annoying sometimes. And like someone keeps going IOO you and you're like, guys, like we have to be stable. We have to, we to f*****g plan. Yeah.Kyle: It's an interesting balance.Nader: Yeah. I encounter that with like, actually just with, with Alec, right? ‘cause we, we have a new conference so we need to launch, we have, we have goals of what we wanna launch by, uh, by the conference and like, yeah.At the end of the day, where isswyx: this GTC?Nader: Um, well this is like, so we, I mean we did it for CES, we did for GT CDC before that we're doing it for GTC San Jose. So I mean, like every, you know, we have a new moment. Um, and we want to launch something. Yeah. And we want to do so at SOL and that does mean that some, there's some level of prioritization that needs [00:17:00] to happen.And so it, it is difficult, right? I think, um, you have to be careful with what you're pushing. You know, stability is important and that should be factored into S-O-L-S-O-L isn't just like, build everything and let it break, you know, that, that's part of the conversation. So as you're laying, layering in all the details, one of them might be, Hey, we could build this, but then it's not gonna be stable for X, y, z reasons.And so that was like, one of our conversations for CES was, you know, hey, like we, we can get this into early access registering your spark with brev. But there are a lot of things that we need to do in order to feel really comfortable from a security perspective, right? There's a lot of networking involved before we deliver that to users.So it's like, okay. Let's get this to a point where we can at least let people experiment with it. We had it in a booth, we had it in Jensen's keynote, and then let's go iron out all the networking kinks. And that's not easy. And so, uh, that can come later. And so that was the way that we layered that back in.Yeah. ButKyle: It's not really about saying like, you don't have to do the, the maintenance or operational work. It's more about saying, you know, it's kind of like [00:18:00] highlights how progress is incremental, right? Like, what is the minimum thing that we can get to. And then there's SOL for like every component after that.But there's the SOL to get you, get you to the, the starting line. And that, that's usually how it's asked. Yeah. On the other side, you know, like SOL came out of like hardware at Nvidia. Right. So SOL is like literally if we ran the accelerator or the GPU with like at basically full speed with like no other constraints, like how FAST would be able to make a program go.swyx: Yeah. Yeah. Right.Kyle: Soswyx: in, in training that like, you know, then you work back to like some percentage of like MFU for example.Kyle: Yeah, that's a, that's a great example. So like, there's an, there's an S-O-L-M-F-U, and then there's like, you know, what's practically achievable.swyx: Cool. Should we move on to sort of, uh, Kyle's side?Uh, Kyle, you're coming more from the data science world. And, uh, I, I mean I always, whenever, whenever I meet someone who's done working in tabular stuff, graph neural networks, time series, these are basically when I go to new reps, I go to ICML, I walk the back halls. There's always like a small group of graph people.Yes. Absolute small group of tabular people. [00:19:00] And like, there's no one there. And like, it's very like, you know what I mean? Like, yeah, no, like it's, it's important interesting work if you care about solving the problems that they solve.Kyle: Yeah.swyx: But everyone else is just LMS all the time.Kyle: Yeah. I mean it's like, it's like the black hole, right?Has the event horizon reached this yet in nerves? Um,swyx: but like, you know, those are, those are transformers too. Yeah. And, and those are also like interesting things. Anyway, uh, I just wanted to spend a little bit of time on, on those, that background before we go into Dynamo, uh, proper.Kyle: Yeah, sure. I took a different path to Nvidia than that, or I joined six years ago, seven, if you count, when I was an intern.So I joined Nvidia, like right outta college. And the first thing I jumped into was not what I'd done in, during internship, which was like, you know, like some stuff for autonomous vehicles, like heavyweight object detection. I jumped into like, you know, something, I'm like, recommenders, this is popular. Andswyx: yeah, he did RexiKyle: as well.Yeah, Rexi. Yeah. I mean that, that was the taboo data at the time, right? You have tables of like, audience qualities and item qualities, and you're trying to figure out like which member of [00:20:00] the audience matches which item or, or more practically which item matches which member of the audience. And at the time, really it was like we were trying to enable.Uh, recommender, which had historically been like a little bit of a CP based workflow into something that like, ran really well in GPUs. And it's since been done. Like there are a bunch of libraries for Axis that run on GPUs. Uh, the common models like Deeplearning recommendation model, which came outta meta and the wide and deep model, which was used or was released by Google were very accelerated by GPUs using, you know, the fast HBM on the chips, especially to do, you know, vector lookups.But it was very interesting at the time and super, super relevant because like we were starting to get like. This explosion of feeds and things that required rec recommenders to just actively be on all the time. And sort of transitioned that a little bit towards graph neural networks when I discovered them because I was like, okay, you can actually use graphical neural networks to represent like, relationships between people, items, concepts, and that, that interested me.So I jumped into that at [00:21:00] Nvidia and, and got really involved for like two-ish years.swyx: Yeah. Uh, and something I learned from Brian Zaro Yeah. Is that you can just kind of choose your own path in Nvidia.Kyle: Oh my God. Yeah.swyx: Which is not a normal big Corp thing. Yeah. Like you, you have a lane, you stay in your lane.Nader: I think probably the reason why I enjoy being in a, a big company, the mission is the boss probably from a startup guy. Yeah. The missionswyx: is the boss.Nader: Yeah. Uh, it feels like a big game of pickup basketball. Like, you know, if you play one, if you wanna play basketball, you just go up to the court and you're like, Hey look, we're gonna play this game and we need three.Yeah. And you just like find your three. That's honestly for every new initiative that's what it feels like. Yeah.Vibhu: It also like shows, right? Like Nvidia. Just releasing state-of-the-art stuff in every domain. Yeah. Like, okay, you expect foundation models with Nemo tron voice just randomly parakeet.Call parakeet just comes out another one, uh, voice. TheKyle: video voice team has always been producing.Vibhu: Yeah. There's always just every other domain of paper that comes out, dataset that comes out. It's like, I mean, it also stems back to what Nvidia has to do, right? You have to make chips years before they're actually produced.Right? So you need to know, you need to really [00:22:00] focus. TheKyle: design process starts likeVibhu: exactlyKyle: three to five years before the chip gets to the market.Vibhu: Yeah. I, I'm curious more about what that's like, right? So like, you have specialist teams. Is it just like, you know, people find an interest, you go in, you go deep on whatever, and that kind of feeds back into, you know, okay, we, we expect predictions.Like the internals at Nvidia must be crazy. Right? You know? Yeah. Yeah. You know, you, you must. Not even without selling to people, you have your own predictions of where things are going. Yeah. And they're very based, very grounded. Right?Kyle: Yeah. It, it, it's really interesting. So there's like two things that I think that Amed does, which are quite interesting.Uh, one is like, we really index into passion. There's a big. Sort of organizational top sound push to like ensure that people are working on the things that they're passionate about. So if someone proposes something that's interesting, many times they can just email someone like way up the chain that they would find this relevant and say like, Hey, can I go work on this?Nader: It's actually like I worked at a, a big company for a couple years before, uh, starting on my startup journey and like, it felt very weird if you were to like email out of chain, if that makes [00:23:00] sense. Yeah. The emails at Nvidia are like mosh pitsswyx: shoot,Nader: and it's just like 60 people, just whatever. And like they're, there's this,swyx: they got messy like, reply all you,Nader: oh, it's in, it's insane.It's insane. They justKyle: help. You know, Maxim,Nader: the context. But, but that's actually like, I've actually, so this is a weird thing where I used to be like, why would we send emails? We have Slack. I am the entire, I'm the exact opposite. I feel so bad for anyone who's like messaging me on Slack ‘cause I'm so unresponsive.swyx: Your emailNader: Maxi, email Maxim. I'm email maxing Now email is a different, email is perfect because man, we can't work together. I'm email is great, right? Because important threads get bumped back up, right? Yeah, yeah. Um, and so Slack doesn't do that. So I just have like this casino going off on the right or on the left and like, I don't know which thread was from where or what, but like the threads get And then also just like the subject, so you can have like working threads.I think what's difficult is like when you're small, if you're just not 40,000 people I think Slack will work fine, but there's, I don't know what the inflection point is. There is gonna be a point where that becomes really messy and you'll actually prefer having email. ‘cause you can have working threads.You can cc more than nine people in a thread.Kyle: You can fork stuff.Nader: You can [00:24:00] fork stuff, which is super nice and just like y Yeah. And so, but that is part of where you can propose a plan. You can also just. Start, honestly, momentum's the only authority, right? So like, if you can just start, start to make a little bit of progress and show someone something, and then they can try it.That's, I think what's been, you know, I think the most effective way to push anything for forward. And that's both at Nvidia and I think just generally.Kyle: Yeah, there's, there's the other concept that like is explored a lot at Nvidia, which is this idea of a zero billion dollar business. Like market creation is a big thing at Nvidia.Like,swyx: oh, you want to go and start a zero billion dollar business?Kyle: Jensen says, we are completely happy investing in zero billion dollar markets. We don't care if this creates revenue. It's important for us to know about this market. We think it will be important in the future. It can be zero billion dollars for a while.I'm probably minging as words here for, but like, you know, like, I'll give an example. NVIDIA's been working on autonomous driving for a a long time,swyx: like an Nvidia car.Kyle: No, they, they'veVibhu: used the Mercedes, right? They're around the HQ and I think it finally just got licensed out. Now they're starting to be used quite a [00:25:00] bit.For 10 years you've been seeing Mercedes with Nvidia logos driving.Kyle: If you're in like the South San Santa Clara, it's, it's actually from South. Yeah. So, um. Zero billion dollar markets are, are a thing like, you know, Jensen,swyx: I mean, okay, look, cars are not a zero billion dollar market. But yeah, that's a bad example.Nader: I think, I think he's, he's messaging, uh, zero today, but, or even like internally, right? Like, like it's like, uh, an org doesn't have to ruthlessly find revenue very quickly to justify their existence. Right. Like a lot of the important research, a lot of the important technology being developed that, that's kind ofKyle: where research, research is very ide ideologically free at Nvidia.Yeah. Like they can pursue things that they wereswyx: Were you research officially?Kyle: I was never in research. Officially. I was always in engineering. Yeah. We in, I'm in an org called Deep Warning Algorithms, which is basically just how do we make things that are relevant to deep warning go fast.swyx: That sounds freaking cool.Vibhu: And I think a lot of that is underappreciated, right? Like time series. This week Google put out time. FF paper. Yeah. A new time series, paper res. Uh, Symantec, ID [00:26:00] started applying Transformers LMS to Yes. Rec system. Yes. And when you think the scale of companies deploying these right. Amazon recommendations, Google web search, it's like, it's huge scale andKyle: Yeah.Vibhu: You want fast?Kyle: Yeah. Yeah. Yeah. Actually it's, it, I, there's a fun moment that brought me like full circle. Like, uh, Amazon Ads recently gave a talk where they talked about using Dynamo for generative recommendation, which was like super, like weirdly cathartic for me. I'm like, oh my God. I've, I've supplanted what I was working on.Like, I, you're using LMS now to do what I was doing five years ago.swyx: Yeah. Amazing. And let's go right into Dynamo. Uh, maybe introduce Yeah, sure. To the top down and Yeah.Kyle: I think at this point a lot of people are familiar with the term of inference. Like funnily enough, like I went from, you know, inference being like a really niche topic to being something that's like discussed on like normal people's Twitter feeds.It's,Nader: it's on billboardsKyle: here now. Yeah. Very, very strange. Driving, driving, seeing just an inference ad on 1 0 1 inference at scale is becoming a lot more important. Uh, we have these moments like, you know, open claw where you have these [00:27:00] agents that take lots and lots of tokens, but produce, incredible results.There are many different aspects of test time scaling so that, you know, you can use more inference to generate a better result than if you were to use like a short amount of inference. There's reasoning, there's quiring, there's, adding agency to the model, allowing it to call tools and use skills.Dyno sort came about at Nvidia. Because myself and a couple others were, were sort of talking about the, these concepts that like, you know, you have inference engines like VLMS, shelan, tenor, TLM and they have like one single copy. They, they, they sort of think about like things as like one single copy, like one replica, right?Why Scale Out WinsKyle: Like one version of the model. But when you're actually serving things at scale, you can't just scale up that replica because you end up with like performance problems. There's a scaling limit to scaling up replicas. So you actually have to scale out to use a, maybe some Kubernetes type terminology.We kind of realized that there was like. A lot of potential optimization that we could do in scaling out and building systems for data [00:28:00] center scale inference. So Dynamo is this data center scale inference engine that sits on top of the frameworks like VLM Shilling and 10 T lm and just makes things go faster because you can leverage the economy of scale.The fact that you have KV cash, which we can define a little bit later, uh, in all these machines that is like unique and you wanna figure out like the ways to maximize your cash hits or you want to employ new techniques in inference like disaggregation, which Dynamo had introduced to the world in, in, in March, not introduced, it was a academic talk, but beforehand.But we are, you know, one of the first frameworks to start, supporting it. And we wanna like, sort of combine all these techniques into sort of a modular framework that allows you to. Accelerate your inference at scale.Nader: By the way, Kyle and I became friends on my first date, Nvidia, and I always loved, ‘cause like he always teaches meswyx: new things.Yeah. By the way, this is why I wanted to put two of you together. I was like, yeah, this is, this is gonna beKyle: good. It's very, it's very different, you know, like we've, we, we've, we've talked to each other a bunch [00:29:00] actually, you asked like, why, why can't we scale up?Nader: Yeah.Scale Up Limits ExplainedNader: model, you said model replicas.Kyle: Yeah. So you, so scale up means assigning moreswyx: heavier?Kyle: Yeah, heavier. Like making things heavier. Yeah, adding more GPUs. Adding more CPUs. Scale out is just like having a barrier saying, I'm gonna duplicate my representation of the model or a representation of this microservice or something, and I'm gonna like, replicate it Many times.Handle, load. And the reason that you can't scale, scale up, uh, past some points is like, you know, there, there, there are sort of hardware bounds and algorithmic bounds on, on that type of scaling. So I'll give you a good example that's like very trivial. Let's say you're on an H 100. The Maxim ENV link domain for H 100, for most Ds H one hundreds is heus, right?So if you scaled up past that, you're gonna have to figure out ways to handle the fact that now for the GPUs to communicate, you have to do it over Infin band, which is still very fast, but is not as fast as ENV link.swyx: Is it like one order of magnitude, like hundreds or,Kyle: it's about an order of magnitude?Yeah. Okay. Um, soswyx: not terrible.Kyle: [00:30:00] Yeah. I, I need to, I need to remember the, the data sheet here, like, I think it's like about 500 gigabytes. Uh, a second unidirectional for ENV link, and about 50 gigabytes a second unidirectional for Infin Band. I, it, it depends on the, the generation.swyx: I just wanna set this up for people who are not familiar with these kinds of like layers and the trash speedVibhu: and all that.Of course.From Laptop to Multi NodeVibhu: Also, maybe even just going like a few steps back before that, like most people are very familiar with. You see a, you know, you can use on your laptop, whatever these steel viol, lm you can just run inference there. All, there's all, you can, youcan run it on thatVibhu: laptop. You can run on laptop.Then you get to, okay, uh, models got pretty big, right? JLM five, they doubled the size, so mm-hmm. Uh, what do you do when you have to go from, okay, I can get 128 gigs of memory. I can run it on a spark. Then you have to go multi GPU. Yeah. Okay. Multi GPU, there's some support there. Now, if I'm a company and I don't have like.I'm not hiring the best researchers for this. Right. But I need to go [00:31:00] multi-node, right? I have a lot of servers. Okay, now there's efficiency problems, right? You can have multiple eight H 100 nodes, but, you know, is that as a, like, how do you do that efficiently?Kyle: Yeah. How do you like represent them? How do you choose how to represent the model?Yeah, exactly right. That's a, that's like a hard question. Everyone asks, how do you size oh, I wanna run GLM five, which just came out new model. There have been like four of them in the past week, by the way, like a bunch of new models.swyx: You know why? Right? Deep seek.Kyle: No comment. Oh. Yeah, but Ggl, LM five, right?We, we have this, new model. It's, it's like a large size, and you have to figure out how to both scale up and scale out, right? Because you have to find the right representation that you care about. Everyone does this differently. Let's be very clear. Everyone figures this out in their own path.Nader: I feel like a lot of AI or ML even is like, is like this. I think people think, you know, I, I was, there was some tweet a few months ago that was like, why hasn't fine tuning as a service taken off? You know, that might be me. It might have been you. Yeah. But people want it to be such an easy recipe to follow.But even like if you look at an ML model and specificKyle: to you Yeah,Nader: yeah.Kyle: And the [00:32:00] model,Nader: the situation, and there's just so much tinkering, right? Like when you see a model that has however many experts in the ME model, it's like, why that many experts? I don't, they, you know, they tried a bunch of things and that one seemed to do better.I think when it comes to how you're serving inference, you know, you have a bunch of decisions to make and there you can always argue that you can take something and make it more optimal. But I think it's this internal calibration and appetite for continued calibration.Vibhu: Yeah. And that doesn't mean like, you know, people aren't taking a shot at this, like tinker from thinking machines, you know?Yeah. RL as a service. Yeah, totally. It's, it also gets even harder when you try to do big model training, right? We're not the best at training Moes, uh, when they're pre-trained. Like we saw this with LAMA three, right? They're trained in such a sparse way that meta knows there's gonna be a bunch of inference done on these, right?They'll open source it, but it's very trained for what meta infrastructure wants, right? They wanna, they wanna inference it a lot. Now the question to basically think about is, okay, say you wanna serve a chat application, a coding copilot, right? You're doing a layer of rl, you're serving a model for X amount of people.Is it a chat model, a coding model? Dynamo, you know, back to that,Kyle: it's [00:33:00] like, yeah, sorry. So you we, we sort of like jumped off of, you know, jumped, uh, on that topic. Everyone has like, their own, own journey.Cost Quality Latency TradeoffsKyle: And I, I like to think of it as defined by like, what is the model you need? What is the accuracy you need?Actually I talked to NA about this earlier. There's three axes you care about. What is the quality that you're able to produce? So like, are you accurate enough or can you complete the task with enough, performance, high enough performance. Yeah, yeah. Uh, there's cost. Can you serve the model or serve your workflow?Because it's not just the model anymore, it's the workflow. It's the multi turn with an agent cheaply enough. And then can you serve it fast enough? And we're seeing all three of these, like, play out, like we saw, we saw new models from OpenAI that you know, are faster. You have like these new fast versions of models.You can change the amount of thinking to change the amount of quality, right? Produce more tokens, but at a higher cost in a, in a higher latency. And really like when you start this journey of like trying to figure out how you wanna host a model, you, you, you think about three things. What is the model I need to serve?How many times do I need to call it? What is the input sequence link was [00:34:00] the, what does the workflow look like on top of it? What is the SLA, what is the latency SLA that I need to achieve? Because there's usually some, this is usually like a constant, you, you know, the SLA that you need to hit and then like you try and find the lowest cost version that hits all of these constraints.Usually, you know, you, you start with those things and you say you, you kind of do like a bit of experimentation across some common configurations. You change the tensor parallel size, which is a form of parallelismVibhu: I take, it goes even deeper first. Gotta think what model.Kyle: Yes, course,ofKyle: course. It's like, it's like a multi-step design process because as you said, you can, you can choose a smaller model and then do more test time scaling and it'll equate the quality of a larger model because you're doing the test time scaling or you're adding a harness or something.So yes, it, it goes way deeper than that. But from the performance perspective, like once you get to the model you need, you need to host, you look at that and you say, Hey. I have this model, I need to serve it at the speed. What is the right configuration for that?Nader: You guys see the recent, uh, there was a paper I just saw like a few days ago that, uh, if you run [00:35:00] the same prompt twice, you're getting like double Just try itagain.Nader: Yeah, exactly.Vibhu: And you get a lot. Yeah. But the, the key thing there is you give the context of the failed try, right? Yeah. So it takes a shot. And this has been like, you know, basic guidance for quite a while. Just try again. ‘cause you know, trying, just try again. Did you try again? All adviceNader: in life.Vibhu: Just, it's a paper from Google, if I'm not mistaken, right?Yeah,Vibhu: yeah. I think it, it's like a seven bas little short paper. Yeah. Yeah. The title's very cute. And it's just like, yeah, just try again. Give it ask context,Kyle: multi-shot. You just like, say like, hey, like, you know, like take, take a little bit more, take a little bit more information, try and fail. Fail.Vibhu: And that basic concept has gone pretty deep.There's like, um, self distillation, rl where you, you do self distillation, you do rl and you have past failure and you know, that gives some signal so people take, try it again. Not strong enough.swyx: Uh, for, for listeners, uh, who listen to here, uh, vivo actually, and I, and we run a second YouTube channel for our paper club where, oh, that's awesome.Vivo just covered this. Yeah. Awesome. Self desolation and all that's, that's why he, to speed [00:36:00] on it.Nader: I'll to check it out.swyx: Yeah. It, it's just a good practice, like everyone needs, like a paper club where like you just read papers together and the social pressure just kind of forces you to just,Nader: we, we,there'sNader: like a big inference.Kyle: ReadingNader: group at a video. I feel so bad every time. I I, he put it on like, on our, he shared it.swyx: One, one ofNader: your guys,swyx: uh, is, is big in that, I forget es han Yeah, yeah,Kyle: es Han's on my team. Actually. Funny. There's a, there's a, there's a employee transfer between us. Han worked for Nater at Brev, and now he, he's on my team.He wasNader: our head of ai. And then, yeah, once we got in, andswyx: because I'm always looking for like, okay, can, can I start at another podcast that only does that thing? Yeah. And, uh, Esan was like, I was trying to like nudge Esan into like, is there something here? I mean, I don't think there's, there's new infant techniques every day.So it's like, it's likeKyle: you would, you would actually be surprised, um, the amount of blog posts you see. And ifswyx: there's a period where it was like, Medusa hydra, what Eagle, like, youKyle: know, now we have new forms of decode, uh, we have new forms of specula, of decoding or new,swyx: what,Kyle: what are youVibhu: excited? And it's exciting when you guys put out something like Tron.‘cause I remember the paper on this Tron three, [00:37:00] uh, the amount of like post train, the on tokens that the GPU rich can just train on. And it, it was a hybrid state space model, right? Yeah.Kyle: It's co-designed for the hardware.Vibhu: Yeah, go design for the hardware. And one of the things was always, you know, the state space models don't scale as well when you do a conversion or whatever the performance.And you guys are like, no, just keep draining. And Nitron shows a lot of that. Yeah.Nader: Also, something cool about Nitron it was released in layers, if you will, very similar to Dynamo. It's, it's, it's essentially it was released as you can, the pre-training, post-training data sets are released. Yeah. The recipes on how to do it are released.The model itself is released. It's full model. You just benefit from us turning on the GPUs. But there are companies like, uh, ServiceNow took the dataset and they trained their own model and we were super excited and like, you know, celebrated that work.ZoomVibhu: different. Zoom is, zoom is CGI, I think, uh, you know, also just to add like a lot of models don't put out based models and if there's that, why is fine tuning not taken off?You know, you can do your own training. Yeah,Kyle: sure.Vibhu: You guys put out based model, I think you put out everything.Nader: I believe I know [00:38:00]swyx: about base. BasicallyVibhu: without baseswyx: basic can be cancelable.Vibhu: Yeah. Base can be cancelable.swyx: Yeah.Vibhu: Safety training.swyx: Did we get a full picture of dymo? I, I don't know if we, what,Nader: what I'd love is you, you mentioned the three axes like break it down of like, you know, what's prefilled decode and like what are the optimizations that we can get with Dynamo?Kyle: Yeah. That, that's, that's, that's a great point. So to summarize on that three axis problem, right, there are three things that determine whether or not something can be done with inference, cost, quality, latency, right? Dynamo is supposed to be there to provide you like the runtime that allows you to pull levers to, you know, mix it up and move around the parade of frontier or the preto surface that determines is this actually possible with inference And AI todayNader: gives you the knobs.Kyle: Yeah, exactly. It gives you the knobs.Disaggregation Prefill vs DecodeKyle: Uh, and one thing that like we, we use a lot in contemporary inference and is, you know, starting to like pick up from, you know, in, in general knowledge is this co concept of disaggregation. So historically. Models would be hosted with a single inference engine. And that inference engine [00:39:00] would ping pong between two phases.There's prefill where you're reading the sequence generating KV cache, which is basically just a set of vectors that represent the sequence. And then using that KV cache to generate new tokens, which is called Decode. And some brilliant researchers across multiple different papers essentially made the realization that if you separate these two phases, you actually gain some benefits.Those benefits are basically a you don't have to worry about step synchronous scheduling. So the way that an inference engine works is you do one step and then you finish it, and then you schedule, you start scheduling the next step there. It's not like fully asynchronous. And the problem with that is you would have, uh, essentially pre-fill and decode are, are actually very different in terms of both their resource requirements and their sometimes their runtime.So you would have like prefill that would like block decode steps because you, you'd still be pre-filing and you couldn't schedule because you know the step has to end. So you remove that scheduling issue and then you also allow you, or you yourself, to like [00:40:00] split the work into two different ki types of pools.So pre-fill typically, and, and this changes as, as model architecture changes. Pre-fill is, right now, compute bound most of the time with the sequence is sufficiently long. It's compute bound. On the decode side because you're doing a full Passover, all the weights and the entire sequence, every time you do a decode step and you're, you don't have the quadratic computation of KV cache, it's usually memory bound because you're retrieving a linear amount of memory and you're doing a linear amount of compute as opposed to prefill where you retrieve a linear amount of memory and then use a quadratic.You know,Nader: it's funny, someone exo Labs did a really cool demo where for the DGX Spark, which has a lot more compute, you can do the pre the compute hungry prefill on a DG X spark and then do the decode on a, on a Mac. Yeah. And soVibhu: that's faster.Nader: Yeah. Yeah.Kyle: So you could, you can do that. You can do machine strat stratification.Nader: Yeah.Kyle: And like with our future generation generations of hardware, we actually announced, like with Reuben, this [00:41:00] new accelerator that is prefilled specific. It's called Reuben, CPX. SoKubernetes Scaling with GroveNader: I have a question when you do the scale out. Yeah. Is scaling out easier with Dynamo? Because when you need a new node, you can dedicate it to either the Prefill or, uh, decode.Kyle: Yeah. So Dynamo actually has like a, a Kubernetes component in it called Grove that allows you to, to do this like crazy scaling specialization. It has like this hot, it's a representation that, I don't wanna go too deep into Kubernetes here, but there was a previous way that you would like launch multi-node work.Uh, it's called Leader Worker Set. It's in the Kubernetes standard, and Leader worker set is great. It served a lot of people super well for a long period of time. But one of the things that it's struggles with is representing a set of cases where you have a multi-node replica that has a pair, right?You know, prefill and decode, or it's not paired, but it has like a second stage that has a ratio that changes over time. And prefill and decode are like two different things as your workload changes, right? The amount of prefill you'll need to do may change. [00:42:00] The amount of decode that you, you'll need to do might change, right?Like, let's say you start getting like insanely long queries, right? That probably means that your prefill scales like harder because you're hitting these, this quadratic scaling growth.swyx: Yeah.And then for listeners, like prefill will be long input. Decode would be long output, for example, right?Kyle: Yeah. So like decode, decode scale. I mean, decode is funny because the amount of tokens that you produce scales with the output length, but the amount of work that you do per step scales with the amount of tokens in the context.swyx: Yes.Kyle: So both scales with the input and the output.swyx: That's true.Kyle: But on the pre-fold view code side, like if.Suddenly, like the amount of work you're doing on the decode side stays about the same or like scales a little bit, and then the prefilled side like jumps up a lot. You actually don't want that ratio to be the same. You want it to change over time. So Dynamo has a set of components that A, tell you how to scale.It tells you how many prefilled workers and decoded workers you, it thinks you should have, and also provides a scheduling API for Kubernetes that allows you to actually represent and affect this scheduling on, on, on your actual [00:43:00] hardware, on your compute infrastructure.Nader: Not gonna lie. I feel a little embarrassed for being proud of my SVG function earlier.swyx: No, itNader: wasreallyKyle: cute. I, Iswyx: likeNader: it's all,swyx: it's all engineering. It's all engineering. Um, that's where I'mKyle: technical.swyx: One thing I'm, I'm kind of just curious about with all with you see at a systems level, everything going on here. Mm-hmm. And we, you know, we're scaling it up in, in multi, in distributed systems.Context Length and Co Designswyx: Um, I think one thing that's like kind of, of the moment right now is people are asking, is there any SOL sort of upper bounds. In terms of like, let's call, just call it context length for one for of a better word, but you can break it down however you like.Nader: Yeah.swyx: I just think like, well, yeah, I mean, like clearly you can engage in hybrid architectures and throw in some state space models in there.All, all you want, but it looks, still looks very attention heavy.Kyle: Yes. Uh, yeah. Long context is attention heavy. I mean, we have these hybrid models, um,swyx: to take and most, most models like cap out at a million contexts and that's it. Yeah. Like for the last two years has been it.Kyle: Yeah. The model hardware context co-design thing that we're seeing these days is actually super [00:44:00] interesting.It's like my, my passion, like my secret side passion. We see models like Kimmy or G-P-T-O-S-S. I'm use these because I, I know specific things about these models. So Kimmy two comes out, right? And it's an interesting model. It's like, like a deep seek style architecture is MLA. It's basically deep seek, scaled like a little bit differently, um, and obviously trained differently as well.But they, they talked about, why they made the design choices for context. Kimmy has more experts, but fewer attention heads, and I believe a slightly smaller attention, uh, like dimension. But I need to remember, I need to check that. Uh, it doesn't matter. But they discussed this actually at length in a blog post on ji, which is like our pu which is like credit puswyx: Yeah.Kyle: Um, in, in China. Chinese red.swyx: Yeah.Kyle: It's, yeah. So it, it's, it's actually an incredible blog post. Uh, like all the mls people in, in, in that, I've seen that on GPU are like very brilliant, but they, they talk about like the creators of Kimi K two [00:45:00] actually like, talked about it on, on, on there in the blog post.And they say, we, we actually did an experiment, right? Attention scales with the number of heads, obviously. Like if you have 64 heads versus 32 heads, you do half the work of attention. You still scale quadratic, but you do half the work. And they made a, a very specific like. Sort of barter in their system, in their architecture, they basically said, Hey, what if we gave it more experts, so we're gonna use more memory capacity.But we keep the amount of activated experts the same. We increase the expert sparsity, so we have fewer experts act. The ratio to of experts activated to number of experts is smaller, and we decrease the number of attention heads.Vibhu: And kind of for context, what the, what we had been seeing was you make models sparser instead.So no one was really touching heads. You're just having, uh,Kyle: well, they, they did, they implicitly made it sparser.Vibhu: Yeah, yeah. For, for Kimmy. They did,Kyle: yes.Vibhu: They also made it sparser. But basically what we were seeing was people were at the level of, okay, there's a sparsity ratio. You want more total parameters, less active, and that's sparsity.[00:46:00]But what you see from papers, like, the labs like moonshot deep seek, they go to the level of, okay, outside of just number of experts, you can also change how many attention heads and less attention layers. More attention. Layers. Layers, yeah. Yes, yes. So, and that's all basically coming back to, just tied together is like hardware model, co-design, which isKyle: hardware model, co model, context, co-design.Vibhu: Yeah.Kyle: Right. Like if you were training a, a model that was like. Really, really short context, uh, or like really is good at super short context tasks. You may like design it in a way such that like you don't care about attention scaling because it hasn't hit that, like the turning point where like the quadratic curve takes over.Nader: How do you consider attention or context as a separate part of the co-design? Like I would imagine hardware or just how I would've thought of it is like hardware model. Co-design would be hardware model context co-designKyle: because the harness and the context that is produced by the harness is a part of the model.Once it's trained in,Vibhu: like even though towards the end you'll do long context, you're not changing architecture through I see. Training. Yeah.Kyle: I mean you can try.swyx: You're saying [00:47:00] everyone's training the harness into the model.Kyle: I would say to some degree, orswyx: there's co-design for harness. I know there's a small amount, but I feel like not everyone has like gone full send on this.Kyle: I think, I think I think it's important to internalize the harness that you think the model will be running. Running into the model.swyx: Yeah. Interesting. Okay. Bash is like the universal harness,Kyle: right? Like I'll, I'll give. An example here, right? I mean, or just like a, like a, it's easy proof, right? If you can train against a harness and you're using that harness for everything, wouldn't you just train with the harness to ensure that you get the best possible quality out of,swyx: Well, the, uh, I, I can provide a counter argument.Yeah, sure. Which is what you wanna provide a generally useful model for other people to plug into their harnesses, right? So if youKyle: Yeah. Harnesses can be open, open source, right?swyx: Yeah. So I mean, that's, that's effectively what's happening with Codex.Kyle: Yeah.swyx: And, but like you may want like a different search tool and then you may have to name it differently or,Nader: I don't know how much people have pushed on this, but can you.Train a model, would it be, have you have people compared training a model for the for the harness versus [00:48:00] like post training forswyx: I think it's the same thing. It's the same thing. It's okay. Just extra post training. INader: see.swyx: And so, I mean, cognition does this course, it does this where you, you just have to like, if your tool is slightly different, um, either force your tool to be like the tool that they train for.Hmm. Or undo their training for their tool and then Oh, that's re retrain. Yeah. It's, it's really annoying and like,Kyle: I would hope that eventually we hit like a certain level of generality with respect to training newswyx: tools. This is not a GI like, it's, this is a really stupid like. Learn my tool b***h.Like, I don't know if, I don't know if I can say that, but like, you know, um, I think what my point kind of is, is that there's, like, I look at slopes of the scaling laws and like, this slope is not working, man. We, we are at a million token con

This week's Question of the Week comes from Mark, who asks: What percentage in the final round (Winner and RU) in $25k and larger races that allow it are doubled? If you've got a topic you want us to tackle, submit it at thisisbracketracing.com/ask. With insights from the TIBR and ELITE brain trust, this episode starts a series of Q&A discussions built around the questions racers are asking right now.

Rušíme úrad a teraz rušíme rušenie úradu. S takouto konštrukciou prichádza Robert Fico, aby vyriešil problém, ktorý si jeho vláda sama spôsobila. Úrad na ochranu oznamovateľov protispoločenskej činnosti by sa tak dostal do bodu nula – teda pred koalíciou spôsobené problémy. Úrad Zuzany Dlugošovej nešetril ministra vnútra a uložil mu za ignoráciu stanovísk úradu niekoľko vysokých pokút. V jednu predvianočnú sobotu sa zišla vláda a v nasledujúci týždeň koalícia schválila radikálne zmeny, ktorých cieľom bolo, okrem iného, zbaviť sa jeho šéfky Zuzany Dlugošovej. Po náraze na Ústavnom súde a druhom pri zastavení peňazí z plánu obnovy teraz Robert Fico vracia situáciu pred začiatok sporu – schvaľovaním opravného zákona v parlamente. Čo sa deje, objasňuje v Dobrom ráne s Janou Krescanko Dibákovou hlavná komentátorka denníka SME Beata Balogová. Zdroje zvukov: TASR Odporúčanie Som veľkou fanúšičkou baletu, cez víkend som videla Eugena Onegina, ktorý už má aj svoje operné prevedenie. Ak však nemáte chuť ísť do Slovenského národného divadla, dajte šancu hercom, tanečníkom a kultúre niekde inde. Najmä tí, ktorí prišli o štátne dotácie, vás veľmi potrebujú. A kultúra, ako vieme – kultivuje. Teda tých, ktorí sa kultivovať nechajú. – Všetky podcasty denníka SME nájdete na⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ sme.sk/podcasty⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ – Odoberajte aj audio verziu denného newslettra⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ SME.sk⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ s najdôležitejšími správami na⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ sme.sk/brifingSee omnystudio.com/listener for privacy information.

NOTAS DEL PROGRAMA: - Aprende más sobre La Sinopsis de la Biblia. - Sigue La Sinopsis de la Biblia: Instagram | Facebook | YouTube - Administrador de Idioma Español: Arlette Blackwell - Ingeniera de Audio: Allison King - Administradora de Contenido: Bonnie Hartwig - Traductor: Kathe Hart, Locutor: Rossana Hall, Editor: Renata P. Briseño Ruíz - La Sinopsis De La Biblia escrito por Tara-Leigh Cobble, publicado por Harper Collins, 2022 DESCARGO DE RESPONSABILIDAD: La Sinopsis de la Biblia, Tara-Leigh Cobble y sus afiliados no son una iglesia, pastor, autoridad espiritual o servicio de consejería. Los escuchas y espectadores consumen este contenido de forma voluntaria y asumen toda la responsabilidad por las consecuencias y el impacto resultante.

TOP: Rutgers AD Keli Zinn on fundraising, RAC renovation, RU’s hoops programs and much more 23:50 Seton Hall-UConn fallout 29:55: Mid-major & D-3 shout-outs 34:15: Happy 80th, Pops Carino

Na ministerstvu životního prostředí pokračují personální otřesy a reorganizace. Úřad, který má čerstvě i nového ministra, Igora Červeného ze strany Motoristé sobě, prochází personálním zeštíhlením už od prosince minulého roku. Rušily a slučovaly se sekce a odbory, které měly v názvu slova jako „dekarbonizace“ nebo „ochrana klimatu“. Teď má propouštění podle všeho pokračovat. Může to ministerstvo ochromit?Host: Martina Patočková - spoluzakladatelka a šéfredaktorka webu EkonewsČlánek a další informace najdete na webu Seznam Zprávy.Sledujte nás na sociálních sítích X, Instagram, Threads nebo Bluesky. Náměty a připomínky nám můžete psát na e-mail zaminutusest@sz.cz

NOTAS DEL PROGRAMA: - Aprende más sobre La Sinopsis de la Biblia. - Sigue La Sinopsis de la Biblia: Instagram | Facebook | YouTube - Administrador de Idioma Español: Arlette Blackwell - Ingeniera de Audio: Allison King - Administradora de Contenido: Bonnie Hartwig - Traductor:: Darleny Bacila, Locutor: Renata Briseno, Editor: Renata P. Briseño Ruíz - La Sinopsis De La Biblia escrito por Tara-Leigh Cobble, publicado por Harper Collins, 2022 DESCARGO DE RESPONSABILIDAD: La Sinopsis de la Biblia, Tara-Leigh Cobble y sus afiliados no son una iglesia, pastor, autoridad espiritual o servicio de consejería. Los escuchas y espectadores consumen este contenido de forma voluntaria y asumen toda la responsabilidad por las consecuencias y el impacto resultante.

NOTAS DEL PROGRAMA: - Aprende más sobre La Sinopsis de la Biblia. - Sigue La Sinopsis de la Biblia: Instagram | Facebook | YouTube - Administrador de Idioma Español: Arlette Blackwell - Ingeniera de Audio: Allison King - Administradora de Contenido: Bonnie Hartwig - Traductor: Darleny Bacila, Locutor: Yvonne Ellis S, Editor: Renata P. Briseño Ruíz - La Sinopsis De La Biblia escrito por Tara-Leigh Cobble, publicado por Harper Collins, 2022 DESCARGO DE RESPONSABILIDAD: La Sinopsis de la Biblia, Tara-Leigh Cobble y sus afiliados no son una iglesia, pastor, autoridad espiritual o servicio de consejería. Los escuchas y espectadores consumen este contenido de forma voluntaria y asumen toda la responsabilidad por las consecuencias y el impacto resultante.

NOTAS DEL PROGRAMA: - Aprende más sobre La Sinopsis de la Biblia. - Sigue La Sinopsis de la Biblia: Instagram | Facebook | YouTube - Administrador de Idioma Español: Arlette Blackwell - Ingeniera de Audio: Allison King - Administradora de Contenido: Bonnie Hartwig - Traductor: Darleny Bacila, Locutor: Erick Arce, Editor: Renata P. Briseño Ruíz - La Sinopsis De La Biblia escrito por Tara-Leigh Cobble, publicado por Harper Collins, 2022 DESCARGO DE RESPONSABILIDAD: La Sinopsis de la Biblia, Tara-Leigh Cobble y sus afiliados no son una iglesia, pastor, autoridad espiritual o servicio de consejería. Los escuchas y espectadores consumen este contenido de forma voluntaria y asumen toda la responsabilidad por las consecuencias y el impacto resultante.

NOTAS DEL PROGRAMA: - Aprende más sobre La Sinopsis de la Biblia. - Sigue La Sinopsis de la Biblia: Instagram | Facebook | YouTube - Administrador de Idioma Español: Arlette Blackwell - Ingeniera de Audio: Allison King - Administradora de Contenido: Bonnie Hartwig - Traductor: Lis Rodriguez, Locutor: Arlette Blackwell, Editor: Renata P. Briseño Ruíz - La Sinopsis De La Biblia escrito por Tara-Leigh Cobble, publicado por Harper Collins, 2022 DESCARGO DE RESPONSABILIDAD: La Sinopsis de la Biblia, Tara-Leigh Cobble y sus afiliados no son una iglesia, pastor, autoridad espiritual o servicio de consejería. Los escuchas y espectadores consumen este contenido de forma voluntaria y asumen toda la responsabilidad por las consecuencias y el impacto resultante.

Aké zaujímavé udalosti sa stali vo svete ekológie a environmentalizmu za ostatný mesiac? Čo by ste si z tejto problematiky nemali nechať ujsť?#Národná zoologická záhrada v Bojniciach sa stará o medvieďatá, ktoré sa do nej dostali po zastrelení mamy medvedice v lese pri Ružomberku#Zonácia je pre obyvateľov Vysokých Tatier neprijateľná. Obávajú sa stavebného boomu#Na Záhorí potvrdili vtáčiu chrípku u labutí aj v chove nosníc, uhynulo vyše 1300 hydiny#Francúzsko zavádza revolúciu v školách – predmet starostlivosť o zvieratá#Ryby zo Slanej obsahujú arzén aj ortuť

Island Hoes and Island Bros come together this week as Ru challenges the queens to make her laugh with a new twist on Snatch Game. These Season 18 queens struggle with character choices, knowing the difference between Louis Vuitton and Louboutins, and breaking character because their sisters are so funny. Alaska and Willam celebrate their favorite Ladies of the '80s as the queens strut their runway looks for mother and Brooke Shields on the judges panel. When was your first kiss, and why was the story creepy?Listen to Race Chaser Ad-Free on MOM PlusFollow us on IG at @racechaserpod and click the link in bio for a list of organizations you can donate to in support of Black Lives MatterFOLLOW ALASKAhttps://twitter.com/Alaska5000https://www.instagram.com/theonlyalaska5000https://www.facebook.com/AlaskaThunderhttps://www.youtube.com/channel/UC9vnKqhNky1BcWqXbDs0NAQFOLLOW WILLAMhttps://twitter.com/willamhttps://www.instagram.com/willamhttps://www.facebook.com/willamhttps://www.youtube.com/channel/UCrO9hj5VqGJufBlVJy-8D1gRACE CHASER IS A FOREVER DOG PODCASTSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Award-winning director, producer, and writer Ruán Magan joins Irish Stew for a timely conversation ahead of his double appearance at this weekend's Solas Nua Capital Irish Film Festival, where he'll present two very different visions of Ireland on screen.Ruán reflects on a creative life that has taken him from early collaborations with his brother, writer and broadcaster Manchán Magan, through decades of boundary-pushing work that has reached audiences around the world. He talks about growing up in a family steeped in story, language, and history, and how that background propels him toward projects that dig beneath the surface of Ireland's past and present.One of his festival offerings is the new documentary “Daniel O'Connell – The Emancipator,” which marks the 250th anniversary of O'Connell's birth and revisits the life, legacy, and global impact of “The Liberator.” Ruán describes the film as “a chance to step back from today's noise and remember how one determined Irish lawyer changed the democratic DNA of the modern world,” connecting O'Connell's campaigns for Catholic Emancipation to later movements led by figures like Frederick Douglass, Mahatma Gandhi, and Martin Luther King Jr.He then turns to his Irish-language drama “Báite,” a feature that takes his fascination with Irish history and identity into more intimate, psychological territory. Ruán calls it “a story where the past seeps up through the floorboards of ordinary lives,” using the rhythms of the Irish language and the coastal landscape to explore guilt, memory, and the pull of old ghosts.Throughout the episode, Ruán shares his approach to filmmaking as “trying to make the invisible visible—whether that's buried history, an overlooked revolutionary, or the quiet truths people carry inside them.” He talks about balancing scholarship and emotion, why collaboration matters, and what keeps drawing him back to Irish subjects for a global audience.Irish Stew will be the Podcast in Residence at the Capital Irish Film Festival, Feb. 26 – Mar. 1, appearing on stage after the Friday 6:30 p.m. screening to discuss Northern Irish film with a panel of Northern Irish filmmakers.LinksSolas NuaWebsiteCapital Irish Film FestivalBáiteDaniel O'Connell: The EmancipatorRuán MaganWebsiteIMDbLinkedInIrish Stew LinksWebsiteFacebookInstagramLinkedInMedia Partner: IrishCentralEpisode Details: Season 8, Episode 10; Total Episode Count: 151

The best start to an episode of all time. A must watch. On the show:Ru's Plans ExposedAftermath of SpoongateNew RulesFuturesKnights v CowsDogs v DragonsUnit Scooper Whatever you bet on, Take it to the Neds Level. Visit: https://www.neds.com.au/Prices subject to change.What's gambling really costing you?. Set a deposit limit.Join the Neds About Even Group: www.neds.com.au/hosted-group/DRIBBLEREligibility requirements apply. T&Cs apply and available on website. Hosted on Acast. See acast.com/privacy for more information.

Tiempo de tertulia con los guionistas y especialistas en interpretación que han preparado al equipo español del Habanos World Challenge, Carolina Rivas y Sinaí Segovia, con quienes conocemos el trabajo y la preparación detrás de la competición. Ángel García Muñoz nos explica los pasos que recorre un habano hasta ser introducido en la caja, poniendo en valor la artesanía del proceso. Sofía Ruíz analiza las sensaciones aromáticas y gustativas de un Hoyo de Monterrey Le Hoyo de Rioseco en una fumada equilibrada y expresiva. Cerramos el episodio con la nota musical que aporta Amaral, poniendo el broche final a una conversación llena de pasión, conocimiento y cultura en torno al habano.

❤️ Поддержать Peaceful World (регулярно или разово): • Donorbox (основной донат): https://donorbox.org/peaceful-world • Сайт Peaceful World (информация, реквизиты, детали проекта) — сайт в доработке, может работать нестабильно и не отражать последние изменения: [EN] https://peaceful-world.org [RU] https://peaceful-world.org/ru • Донат автору / как частному лицу (если из-за ограничений не получается поддержать фонд через платёжные системы): https://daniel-che.xyz/donate/

Act II of III: The False Librarian acquaints the Rogue Linguists with the red acid slap of their own words.Coming next on 3 March – A to Z (Use Your Words Backstage)Programme notesThis production contains strong language, choking sounds, violence (including gun violence) and gore, harm to children and animals, death and bereavement (including death of a parent figure), body shaming, and references to sex and drugs.CreditsSTARRING:- Alexander Pankhurst as Harrison, the Wonky Xerox; J, R_ U_; and C, the O_ U_- Natalie Winter as Tabitha, the Jazz Knight- Ellie Pitkin as Simon, the Monster Botherer and G_, the B_ S_- Strat as Ernest, the Very Naughty and R_, the I_ B_- Matt Boothman as Basil, the Lithe Yodeller and N_, the G_ I_ROLEPLAYING GAME SYSTEM: Bibliocalypse from All Eyes No GamesMUSIC BY: Alexander PankhurstEDITED AND PRODUCED BY: Matt BoothmanFind usOn InstagramOn Tumblrwww.MerelyRoleplayers.com

Comment dire l'exil, rompre le silence, et se raconter ? La cuisine s'avère une précieuse alliée dans ce qu'elle a de répétitif et quotidien, les gestes sont un refuge, l'air de rien la parole se libère, l'esprit et les mains occupés à faire, le récit, par bribes, se nourrit lui aussi. Pourquoi ces herbes ? Et ce pho qui t'a appris à le cuisiner ? Comment faisais-tu, toi qui ne parlais pas la langue ? Ici à Paris, se poursuit le voyage de Bâ, la grand-mère d'Anne Solenne Hatte, la mère de Loan Hatte. Bâ née dans un tout petit village à côté de Hanoï, dans les rizières au début du siècle dernier, exilée en France au début des années 60. Son histoire fait écho à celle de ceux qui ont dû fuir et trouver refuge loin de leur pays d'origine, et tout reconstruire. Dis-moi d'où tu viens, je saurai qui je suis « Je voudrais mettre des mots sur ce silence et ces absences, comprendre d'où je viens, pour savoir qui je suis », écrit Anne Solenne dans « La cuisine de Bâ », le livre de cuisine qu'elle a écrit, comme un dialogue avec sa grand-mère. « Sans le savoir et depuis toujours je mange vietnamien grâce aux plats de ma grand-mère et de ma mère et à travers de ces saveurs, j'ai compris qu'il y avait un langage, en sourdine, silencieux, il a été la première porte d'entrée vers le Vietnam. On s'est rencontré à un moment charnière avec ma grand-mère, où moi j'avais besoin de récits pour me construire, et elle a bien voulu à un moment donné de sa vie me transmettre des souvenirs, mais ces souvenirs ont été longs à venir, elle vivant dans une cuisine de la survie pour avancer là où nous, ses petits-enfants, étions dans une cuisine plaisir. Je me suis rendu compte qu'il y avait un fossé et des ficelles à tirer. » Des mots sur les silences, des vides comblés Des rizières près de Hanoï où Bâ est née, au restaurant ouvert dans la maison familiale à Olivet près d'Orléans « la Hanoïenne » primée par le Gault et Millau, des pho partagés avec son père enfant aux millions de nems roulés en France, l'histoire de Bâ est une histoire de résilience, d'adaptation, d'exil. De cette rencontre, sont nés un livre, de recettes et de récits, et un film. Des réponses ont été apportées, des mots posés sur les silences, des vides ont été comblés, la transmission opère avec toutes les vérités qui la composent. « Je souhaite - écrit Anne Solenne – que ce livre soit la base de l'histoire de ton exil, qu'il inspire des générations futures afin qu'elles se souviennent d'où elles viennent. » « Quand le plat de l'enfance est un plat de l'ailleurs, que se passe-t-il si on cherche à le reproduire ? Peut-on y arriver sans cet ingrédient introuvable ici, avec ce légume qui n'a pas exactement le même goût que là-bas ? Un seul condiment vous manque et tout est dépeuplé. » Passer à Table, d'Emilie Laystary. Avec Loan Hatte et Anne Solenne Hatte, autrice de « La cuisine de Bâ », aux éditions Ducasse - réalisatrice de Saveurs d'exil produit par Cheyenne Distribution. - Ru, de Kim Thuy - Passer à table, d'Emilie Laystary, aux éditions Divergence - La cuisine de l'exil, de Stéphanie Schwartzbrod - Le secret des saveurs vietnamiennes, de Kim Thuy, éditions La Martinière - La cuisine, une mémoire vivante, Le Goût du monde sur RFI. Programmation musicale : Kabumbu, d'Ampire Joven.   LA RECETTE :

Day 1,456.Today, as President Volodymyr Zelensky describes the latest Ukraine-Russia peace talks in Geneva as “difficult”, we ask whether the negotiations between Kyiv, Moscow and Washington made any tangible difference – and whether the Kremlin still has room to delay meaningful concessions. We hear from a former special envoy to Ukraine, and report on an exclusive Telegraph investigation revealing how British-manufactured microelectronics have ended up inside Russian missiles used to kill civilians in Ukraine. And we speak to the founder of a new volunteer air defence unit recruiting members from Ukraine's expatriate community to help defend against ongoing Russian drone and missile attacks.ContributorsDominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Francis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Rozina Sabur (National Security Editor). @RozinaSaburon X.With thanks to John Richardson and former US Ambassador Kurt Volker.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:SUBSCRIBE TO OUR NEW YOUTUBE CHANNEL – WATCH EVERY EPISODE WITH MAPS & BATTLEFIELD FOOTAGE:From next week, every episode will be available on our YouTube channel. Subscribe here: https://www.youtube.com/@UkraineTheLatest CONTENT REFERENCED:International Air Defence Reserves – Point of Contact: John Richardson. Written messages of enquiry only (no links) on Signal to +380 639 598839. The British designed Microchip that is Powering Putin's Missiles (The Telegraph):https://www.telegraph.co.uk/news/2026/02/18/british-designed-microchip-putin-russia-ukraine-missiles/Starmer ‘not being honest' on defence spending, say ex-military chiefs (The Telegraph):https://www.telegraph.co.uk/politics/2026/02/18/starmer-not-honest-defence-spending-say-ex-military-chiefs/ Could Witkoff be ousted from Ukraine talks? (Kyiv Independent):https://kyivindependent.com/could-witkoff-be-ousted-from-ukraine-talks/ LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

NOTAS DEL PROGRAMA: - Aprende más sobre La Sinopsis de la Biblia. - Sigue La Sinopsis de la Biblia: Instagram | Facebook | YouTube - Administrador de Idioma Español: Arlette Blackwell - Ingeniera de Audio: Allison King - Administradora de Contenido: Bonnie Hartwig - Traductor: Sally Mingle, Locutor: Ingrid Matos, Editor: Renata P. Briseño Ruíz - La Sinopsis De La Biblia escrito por Tara-Leigh Cobble, publicado por Harper Collins, 2022 DESCARGO DE RESPONSABILIDAD: La Sinopsis de la Biblia, Tara-Leigh Cobble y sus afiliados no son una iglesia, pastor, autoridad espiritual o servicio de consejería. Los escuchas y espectadores consumen este contenido de forma voluntaria y asumen toda la responsabilidad por las consecuencias y el impacto resultante.

The Scarlet Knights led wire to wire in Happy Valley to win its first B1G road win and earn its second straight victory. After jumping out to a 18-4 lead with disruptive defense, RU shot 56.6% from the floor in the game. In a season that's been disappointing, Steve Pikiell's team produced its best performance in league play so far. Opportunity continues at Minnesota on Saturday.#rutgersbasketball

Day 1,455.Today, as the latest round of Ukraine-US-Russia peace talks in Geneva collapse after just two hours, we speak to our correspondent in Switzerland to understand what went wrong between Kyiv, Moscow and Washington. We examine why the International Paralympic Committee has decided to allow Russian and Belarusian athletes to compete at the Winter Olympics under their national flags, and what that means for sporting sanctions linked to Putin's war in Ukraine. Plus, our resident Russia-watcher breaks down the latest political manoeuvring inside the Kremlin.ContributorsDominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Francis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Joe Barnes (Brussels Correspondant). @barnes_joe on X.James Kilner (Foreign Analyst). @jkjourno on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Ukraine peace talks end in acrimony after two hours (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/18/zelensky-trump-being-unfair-in-very-tense-ukraine-talks/ Ukraine recaptures ‘most land since summer 2023' (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/17/ukraine-recaptures-most-land-since-summer-2023/ Zelensky: Trump being unfair in ‘very tense' talks (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/18/zelensky-trump-being-unfair-in-very-tense-ukraine-talks/ Russian, Belarusian athletes to compete under national flags at 2026 Winter Paralympics (Kyiv Independent):https://kyivindependent.com/russian-belarusian-athletes-to-compete-under-national-flags-at-2026-winter-paralympics/ Mick Ryan Substack post: Starlink Surprisehttps://mickryan.substack.com/p/starlink-surpriseLearn more about Convoy4Ukraine:https://www.justgiving.com/page/ian-wilson-young LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

NOTAS DEL PROGRAMA: - Aprende más sobre La Sinopsis de la Biblia. - Sigue La Sinopsis de la Biblia: Instagram | Facebook | YouTube - Administrador de Idioma Español: Arlette Blackwell - Ingeniera de Audio: Allison King - Administradora de Contenido: Bonnie Hartwig - Traductor: Sally Mingle, Locutor: Rossana Hall, Editor: Renata P. Briseño Ruíz - La Sinopsis De La Biblia escrito por Tara-Leigh Cobble, publicado por Harper Collins, 2022 DESCARGO DE RESPONSABILIDAD: La Sinopsis de la Biblia, Tara-Leigh Cobble y sus afiliados no son una iglesia, pastor, autoridad espiritual o servicio de consejería. Los escuchas y espectadores consumen este contenido de forma voluntaria y asumen toda la responsabilidad por las consecuencias y el impacto resultante.

Day 1,454.Today, we bring you the latest from Geneva, Switzerland, as a new round of peace talks between Ukraine, Russia and the United States gets underway. What is the diplomatic temperature between Kyiv, Moscow and Washington – and are we any closer to a ceasefire? Meanwhile, as strikes continue on both Ukrainian and Russian territory, we present a special episode focused on the next generation of Ukrainian students: their hopes and aspirations, and how they view the political decisions shaping their country's future.ContributorsFrancis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Dominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Joe Barnes (Brussels Correspondant). @barnes_joe on X.With thanks to all the voices and representatives from Ukrainian Youth Worldwide, Ukrainian Youth UK, and the Ukrainian Students Union.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.Organisations Referenced In Today's Episode:UA Youth: https://uayouth.uk/ Headquarters of the Future: https://www.instagram.com/uniting_uayouth_worldwide/ Ukrainian Students Union: https://www.usu.global/aboutFrance Association of the Ukrainian students in France: https://etudiantsukrainiens.fr/Cambridge University Ukrainian Society: https://www.cambridgesu.co.uk/organisation/ukrainian/ CONTENT REFERENCED:‘Facing War' – the documentary about Jens Stoltenberg:https://www.youtube.com/watch?v=Kgj8pGd6jvo UA Youth's Open Letter:https://uayouth.uk/diplomats-listen-up-who-will-be-the-next-stoltenberg/ For signatures:https://docs.google.com/forms/d/e/1FAIpQLSeuDD90-PhN1l46nVWqlAkRcXai9muSyG1j2PxzfZYPUm_5CA/viewform Robin J Brooks' Substack – EU transshipments to Russia:https://robinjbrooks.substack.com/p/eu-transshipments-to-russia 'We will take action' — Ukraine ramps up fight against illegal gas dealers with online chat bot (Kyiv Independent):https://kyivindependent.com/we-will-take-action-ukraine-ramps-up-fight-against-illegal-gas-dealers-with-online-bot/Ukraine's survival still an ‘open question', Kyiv mayor warns (Financial Times):https://www.ft.com/content/a140cba5-d36c-47b7-95cb-57218fa5874c LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

NOTAS DEL PROGRAMA: - Aprende más sobre La Sinopsis de la Biblia. - Sigue La Sinopsis de la Biblia: Instagram | Facebook | YouTube - Administrador de Idioma Español: Arlette Blackwell - Ingeniera de Audio: Allison King - Administradora de Contenido: Bonnie Hartwig - Traductor: Renata P. Briseño Ruíz, Locutor: Renata Briseno, Editor: Stefany Tenorio - La Sinopsis De La Biblia escrito por Tara-Leigh Cobble, publicado por Harper Collins, 2022 DESCARGO DE RESPONSABILIDAD: La Sinopsis de la Biblia, Tara-Leigh Cobble y sus afiliados no son una iglesia, pastor, autoridad espiritual o servicio de consejería. Los escuchas y espectadores consumen este contenido de forma voluntaria y asumen toda la responsabilidad por las consecuencias y el impacto resultante.

Day 1,453.Today, amid fresh Russian bombardments and reports of Ukrainian counter-operations, we step back to assess the broader strategic picture on the battlefield – and ask what 2026 could bring if peace talks collapse. We then report from the Munich Security Conference, where American voices, including US Secretary of State Marco Rubio, set out competing visions for US involvement in Europe, and Belarus warned about Moscow's nuclear expansion. Then we cover President Zelensky's candid remarks, and examine the extraordinary claims from British intelligence that Russian opposition leader Alexei Navalny was killed with a toxin derived from a frog on the orders of Vladimir Putin.ContributorsFrancis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Venetia Rainey (Co-host Battle Lines podcast). @venetiarainey on X.Adélie Pojzman-Pontay (Journalist and Producer). @adeliepjz on X.Rozina Sabur (National Security Editor). @RozinaSabur on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Putin's frog poison hit on Navalny reveals his secret chemical weapons (The Telegraph):https://www.telegraph.co.uk/news/2026/02/14/russia-killed-navalny-with-frog-poison-britain-reveals/ Kim opens new neighbourhood for families of soldiers killed in Ukraine (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/16/kim-opens-neighbourhood-families-soldiers-killed-ukraine/ Putin ‘moving nuclear missiles' to EU border (The Telegraph): https://www.telegraph.co.uk/world-news/2026/02/15/putin-moving-nuclear-missiles-to-eu-border/ Nato will strike ‘deep inside Russia' if Putin hits Baltics (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/16/nato-air-strikes-deep-in-russia-if-putin-hits-baltics/ Poland considers building nuclear weapons (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/16/poland-considers-building-nuclear-weapons-russia/ Ukraine's War of Endurance – The Fight for Advantage in the Conflict's Fifth Year (Michael Kofman in Foreign Affairs):https://www.foreignaffairs.com/russia/ukraines-war-endurance Ukraine struck $100 million Russian Nebo-U radar system in occupied Crimea, General Staff claims (Kyiv Independent):https://kyivindependent.com/ukraine-says-it-struck-100-million-russian-nebo-u-radar-system-in-occupied-crimea/ Ukraine's survival still an ‘open question', Kyiv mayor warns (Financial Times):https://www.ft.com/content/a140cba5-d36c-47b7-95cb-57218fa5874c LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

NOTAS DEL PROGRAMA: - Aprende más sobre La Sinopsis de la Biblia. - Sigue La Sinopsis de la Biblia: Instagram | Facebook | YouTube - Administrador de Idioma Español: Arlette Blackwell - Ingeniera de Audio: Allison King - Administradora de Contenido: Bonnie Hartwig - Traductor: Renata P. Briseño Ruíz, Locutor: Yvonne Ellis S, Editor: Stefany Tenorio - La Sinopsis De La Biblia escrito por Tara-Leigh Cobble, publicado por Harper Collins, 2022 DESCARGO DE RESPONSABILIDAD: La Sinopsis de la Biblia, Tara-Leigh Cobble y sus afiliados no son una iglesia, pastor, autoridad espiritual o servicio de consejería. Los escuchas y espectadores consumen este contenido de forma voluntaria y asumen toda la responsabilidad por las consecuencias y el impacto resultante.

NOTAS DEL PROGRAMA: - Aprende más sobre La Sinopsis de la Biblia. - Sigue La Sinopsis de la Biblia: Instagram | Facebook | YouTube - Administrador de Idioma Español: Arlette Blackwell - Ingeniera de Audio: Allison King - Administradora de Contenido: Bonnie Hartwig - Traductor: Renata P. Briseño Ruíz, Locutor: Erick Arce, Editor: Stefany Tenorio - La Sinopsis De La Biblia escrito por Tara-Leigh Cobble, publicado por Harper Collins, 2022 DESCARGO DE RESPONSABILIDAD: La Sinopsis de la Biblia, Tara-Leigh Cobble y sus afiliados no son una iglesia, pastor, autoridad espiritual o servicio de consejería. Los escuchas y espectadores consumen este contenido de forma voluntaria y asumen toda la responsabilidad por las consecuencias y el impacto resultante.

Day 1,450.Today, as world leaders arrive in Germany for the Munich Security Conference, we report on expectations ahead of this weekend's gathering and what it could mean for Ukraine and European security. We assess reaction to announcements made at the latest meeting of the Ukraine Defense Contact Group (Rammstein), and examine Russia's move to supply Cuba with oil amid growing geopolitical tensions. Plus, we bring you our regular update on resistance activities in the Russian-occupied territories of Ukraine, and speak to the writer of a new London stage play exploring the war in the Donbas region.ContributorsDominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Lily Shanagher (Foreign Reporter). @LilyShanagher on X.Francis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.AdéliePojzman-Pontay (Journalist and Producer). @adeliepjzon X.With thanks to Illia Riepin and Olga Braga (Ukrainian playwright and director). @EveryTheatre on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Learn more about the Donbas play:https://theatre503.com/whats-on/donbas/ Zelensky Makes His Pitch to Trump (The Atlantic):https://www.theatlantic.com/national-security/2026/02/zelensky-trump-peace-deal-ukraine-russia/685972/ LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

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====================================================SUSCRIBETEhttps://www.youtube.com/channel/UCNpffyr-7_zP1x1lS89ByaQ?sub_confirmation=1==================================================== DEVOCIÓN MATUTINA PARA ADOLESCENTES 2026“LA VUELTA AL MUNDO EN 365 DIAS”Narrado por: Mone MuñozDesde: Buenos Aires, ArgentinaUna cortesía de DR'Ministries y Canaan Seventh-Day Adventist Church14 de FebreroLa rosa pequeña«LA PALABRA DE DIOS ES VIVA Y PODEROSA) (HEBREOS 4:12).Siniestro. ¡Muy siniestro! Pero existe. ¿Vamos? En Serbia, país del misterioso este europeo, hay un templo absolutamente extraño. Quedaen la región de Belgrado y se llama Iglesia de Ružica, que traducido significa «rosa pequeñita». Si entras mirando para abajo, no verás nada demasiado importante, solo un piso antiguo dentro de una capillita con muros de piedra. Pero, de repente, al mirar hacia arriba, sentirás escalofríos que te recorren la columna vertebral. Porque allí están ellos: los dos candelabros terroríficos.¡Calma! No pertenecen a ninguna película de terror, pero asustan. En una mirada rápida, no parecen diferentes a los inmensos adornos medievales de las iglesias oscuras. Sin embargo, al prestar atención a los detalles, aparece una sorpresa: están adornados con centenas y centenas de balas de fusil, y decorados por varias espadas afiladas, además de otros artefactos bélicos insertados por todos lados. La munición está colgada y tintinea como si fuera de cristales brillantes, algo que despierta inmediata incomodidad a quien visita el lugar por primera vez.¿Cómo sucedió eso? Después de siglos sirviendo como iglesia, este lugar fue tomado por los turcos durante una guerra y se transformó en un depósito de municiones. Décadas después, los turcos salieron pacíficamente y les cedieron el lugar a los belgradenses. A manera de celebración y reconocimiento a la iglesia que no fue destruida, ellos decidieron usar las municiones que quedaron para adornar los dos candelabros. En la actualidad, la «rosa pequeñita» es una iglesia diferente a todas las demás del mundo.Pablo compara la Biblia a una espada de dos filos. En aquella época, era el arma más poderosa porque cortaba de los dos lados. A diferencia de los adornos de los candelabros, la Palabra de Dios sigue teniendo un poder impresionante en la vida humana. Al recorrer sus páginas, es posible tener la seguridad de la victoria en la guerra entre el bien y el mal.Durante este sábado, aprovecha cada momento para abastecerte de esta munición divina que hará una gran diferencia en tu vida. Leer la Biblia, ir al culto y celebrar el día del Señor son oportunidades únicas para estar cada vez mejor. Después de todo, ganar de verdad es vencer al lado del Creador del universo. Y él siempre te dará el poder, la fuerza y la paz que necesitas.¿Aprovechamos este día para adorarlo? Y no te preocupes si encuentras alguna bala de fusil perdida por ahí. 

Day 1,449.Today, as Ukraine's security services claim responsibility for the longest-range strike yet on Russian oil and gas infrastructure since the start of the full-scale invasion, we examine reports of a surge in Russian army casualties and what that could mean for Vladimir Putin's war effort. Then we bring you the latest from the NATO summit in Brussels, where allies are discussing military support for Ukraine and European security, before returning to the escalating controversy at the Winter Olympics, where Ukrainian skeleton athlete Vladyslav Heraskevych has been disqualified over his “Helmet of Memory” tribute to Ukrainian athletes killed in the war.ContributorsFrancis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Dominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Jeremy Wilson (Chief Sports Reporter). @JWTelegraph on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Zelensky accuses Olympics of ‘playing into Russia's hands' after Ukraine athlete disqualified (Jeremy in The Telegraph):https://www.telegraph.co.uk/winter-olympics/2026/02/12/winter-olympics-2026-ukrainian-skeleton-helmet-ioc/ Halyna Klepikovska: participation in the International Cultural Programme of the Milano-Cortina 2026 Olympics:https://www.halynaklepikovska.com/post/movement-as-a-form-of-thinkingRussian army casualties in Ukraine surge (Financial Times):https://www.ft.com/content/ce74d2d8-5562-4e6d-9e5f-041b017b5d39SBU sends text warning Russians are trying to recruit Ukrainians to register Starlink terminals (Kyiv Independent):https://kyivindependent.com/sbu-sends-messages-to-holders-of-ukrainian-phone-numbers-warning-russians-trying-to-recruit-ukrainians-to-register-block-starlink-terminalsLISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,448.Today, we assess where things stand after mixed messaging has left Kyiv, Moscow and Western capitals confused over whether President Zelensky will use the fourth anniversary of Russia's invasion to announce presidential elections or a referendum on a possible peace deal. We report on Russia's fury over the reported Starlink switch-off, a communications crisis compounded by the Kremlin's tightening restrictions on Telegram, and continue to follow the Olympic controversy surrounding Ukraine's so-called “Helmet of Memory”. Later, we hear the latest analysis from our Russia-watcher.ContributorsDominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Adélie Pojzman-Pontay (Journalist and Producer). @adeliepjz on X.James Kilner (Foreign Analyst). @jkjourno on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Zelensky plans presidential elections and peace deal referendum (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/11/zelensky-presidential-elections-peace-deal-referendum/ Ukrainian athletes defy IOC and double down in helmet protest against Russia (The Telegraph):https://www.telegraph.co.uk/winter-olympics/2026/02/09/ukrainian-athlete-vladyslav-heraskevych-anti-russian-helmet/Behind the Guns: Western Tools, Russian Firepower (Front Intelligence):https://frontelligence.substack.com/p/behind-the-guns-western-tools-russianChris O Starlink thread on X:https://x.com/ChrisO_wiki/status/2021280155713294590?s=20Zelensky won't announce elections on war anniversary amid talks of US-driven timeline, source says (Kyiv Independent):https://kyivindependent.com/zelensky-wont-announce-elections-on-invasion-anniversary/Zelenskyy planning elections in Ukraine and vote on peace deal (Financial Times):https://www.ft.com/content/50d3d86b-2d2a-4d06-845e-a4e089382cadElections in Ukraine — a guide for beginners (and US Presidents) (Kyiv Independent):https://kyivindependent.com/a-beginners-guide-to-elections-in-ukraine-also-suitable-for-us-presidents/The Belarusian woman at the center of Epstein's final days (Kyiv Independent):https://kyivindependent.com/the-belarusian-woman-at-the-center-of-epsteins-final-days/?mc_cid=a5562b6d52&mc_eid=4a5b852913LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,476.Today, amid growing rumours that Ukraine may be preparing a new counteroffensive, we discuss how the Kremlin is attempting to play down expectations and undermine confidence in the ongoing peace talks. We then report on Japan's move to join the PURL initiative, examine a diplomatic row that has erupted at the Winter Olympics, and sit down with Romania's Foreign Minister, Oana Țoiu, to hear how the war in Ukraine is being viewed from Bucharest, on NATO and the EU's eastern flank.ContributorsFrancis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Dominic Nicholls (Associate Editor of Defence). @DomNicholls on X.With thanks to Oana Țoiu, Romanian Minister of Foreign Affairs. @oana_toiu on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Zelensky backs athlete banned from wearing helmet bearing faces of war victims (The Telegraph):https://www.telegraph.co.uk/winter-olympics/2026/02/09/ukrainian-athlete-vladyslav-heraskevych-anti-russian-helmet/ Russia bombs Ukrainian pet shelter (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/06/russia-bombs-ukrainian-pet-shelter/ How to keep an elephant and a gorilla warm during Kyiv's coldest winter of the full-scale war (Kyiv Independent):https://kyivindependent.com/animals-some-first-how-kyiv-zoo-protects-life-through-the-darkest-winter-of-war/?mc_cid=9ff030f3ca&mc_eid=08d0680a95 Kenya to confront Russia over 'unacceptable' use of its nationals in combat (BBC):https://www.bbc.co.uk/news/articles/c0k1jzvrykro?xtor=AL-71- LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,446.Today, in a rare public outburst against the Trump administration, Russian Foreign Minister Sergei Lavrov accuses the United States of “backtracking” on the so-called Anchorage Agreement, under which Washington allegedly agreed to pressure Ukraine into ceding parts of the Donbas that Russian forces have failed to capture after nearly four years of war. We examine President Zelensky's comments suggesting that a new White House peace deadline may be linked to Donald Trump's US midterm election campaign, and report on how Hungarian Prime Minister Viktor Orbán is seeking to leverage the war in Ukraine to shore up domestic political support. And later, we speak to the former commander of US forces in Europe, retired Lieutenant General Ben Hodges, about the state of the war and how prepared Europe and NATO are for a potential Russian move on the Suwałki Gap.ContributorsDominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Francis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.With thanks to Lieutenant General (Retired) Ben Hodges (former commander of US forces in Europe). @general_ben on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:A small Russian force could break Nato, it's being said. As a US general, here's my take (Ben Hodges in The Telegraph):https://www.telegraph.co.uk/news/2026/02/05/russian-wargame-nato-defeat-suwalki-gap-general-ben/ Russia offered US £9tn co-operation deal, Zelensky says (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/07/us-gives-june-deadline-peace-ukraine-russia/ Would the US military obey Trump on Greenland? US General Ben Hodges answers (Battle Lines episode):https://www.youtube.com/watch?v=-mcz_bDmXjE The German wargame (Die Welt):https://www.welt.de/politik/ausland/article6984a7189d88d6e920be111f/ernstfall-podcast-wargame-exposes-gaps-in-germanys-response-to-a-hypothetical-russian-attack-on-lithuania.html Russia accuses US of backing out of alleged Ukraine territory surrender agreement (The Telegraph):https://kyivindependent.com/russia-accuses-us-of-backing-out-of-alleged-ukraine-surrender-agreement/ Washington Post GoFundMe:https://www.gofundme.com/f/support-for-washington-post-international-employees LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,443.Today, after an apparent assassination attempt on a senior Russian general in Moscow, we examine the major Russian bombardments across Ukraine that followed the second day of peace talks in Abu Dhabi. Are the United States, Ukraine, and Russia any closer to a ceasefire? We then hear from an NGO delivering vital humanitarian supplies to Ukraine's frontline cities, and speak to the head of a hospital in President Zelensky's hometown.ContributorsFrancis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Dominic Nicholls (Associate Editor of Defence). @DomNicholls on X.With thanks to Brock Bierman of the NGO Ukraine Focus, and Vitality Gorba-linsky.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Learn more about Ukraine Focus:https://ukrainefocus.org/ Russian general who ‘orchestrated' Skripal poisoning shot in Moscow (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/06/russian-general-vladimir-alekseyev-shot-moscow/ Macron wants Britain to pay up to £2bn to join Ukraine weapons scheme (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/05/macron-wants-uk-pay-up-to-2bn-eu-ukraine-weapons-scheme/ Mother of Kenyan forced to be a Russian suicide bomber ‘traumatised' (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/05/mother-kenyan-tricked-human-bomb-trauma/ Nuclear pact relies on ‘handshake' after US-Russia treaty expires (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/05/nuclear-pact-relies-handshake-us-russia-treaty-expires/ Revealed: Russia's secret $2.5bn cash shipments to Iran (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/06/revealed-russias-secret-25bn-cash-shipments-to-iran/ Pentagon invites 2 Ukrainian drone makers to 'The Gauntlet' (Kyiv Independent):https://kyivindependent.com/pentagon-invites-2-ukrainian-drone-makers-to-the-gauntlet-1-1-billion-in-contracts-at-stake/?mc_cid=1d62a63d34&mc_eid=08d0680a95 Russia destroyed 60% of Ukraine's gas production—so where does Ukraine get gas now? (Euromaidan):https://euromaidanpress.com/2026/02/05/russia-destroyed-ukraine-gas-production-what-replaced-it/Italy foils 'Russian cyber-attacks' at Winter Games (BBC):https://www.bbc.co.uk/sport/articles/cqj25wyjx1noLISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,442.Today, as reports suggest Russian troops are in turmoil across the frontline after being denied access to Starlink satellite communications, we return to Abu Dhabi for the latest developments in the ongoing trilateral peace talks between the United States, Ukraine, and Russia. We then hear live from Kyiv with firsthand reactions and descriptions of the situation on the ground, before turning to the Russian press for insight into the state of Russia's economy – and an extraordinary story about Moscow's efforts to turn pigeons into drones.ContributorsFrancis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Dominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Antonia Langford (Journalist in Kyiv). @antonialford on X.James Kilner (Foreign Correspondent). @jkjourno on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Russia spends half its state budget on military (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/04/russia-spent-half-its-state-budget-on-military-in-2025/ How Russia uses neural chips to turn live pigeons into drones (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/04/russia-implants-chips-spy-pigeons-brains-cyborgs-war/ The last foreign correspondent to file from a war zone via carrier pigeon (Airmail):https://airmail.news/issues/2024-7-27/the-view-from-here Record-breaking Russian strikes during peace negotiations (Centre for Information Resilience):https://www.info-res.org/eyes-on-russia/articles/record-breaking-russian-strikes-during-peace-negotiations/ Sanctions having ‘significant impact' on Russian economy, says EU special envoy (The Guardian):https://www.theguardian.com/world/2026/feb/05/sanctions-significant-impact-russian-economy-interview-eu-special-envoy-david-osullivan Keith Kellogg says he left Trump's White House to be 'free to talk' about Ukraine (Kyiv Independent):https://kyivindependent.com/keith-kellogg-says-he-left-trumps-white-house-to-be-free-to-talk-about-ukraine/ Russia claims US 'ignored' offers to extend nuclear arms control agreement as key treaty set to expire (Kyiv Independent):https://kyivindependent.com/russia-claims-us-ignored-offers-to-extend-nuclear-arms-control-agreement-as-treaty-set-to-expire/ LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,441.Today, as Donald Trump claims Vladimir Putin has “kept his word” by not striking Ukraine's energy infrastructure, we report on the resumption of trilateral peace talks in Abu Dhabi involving the US, Ukraine, and Russia. We examine whether French President Emmanuel Macron's call for Europeans to “restore their own channels of communication” with Moscow will deliver any tangible results, and assess whether the recent drop in the price of gold could weaken Putin's war economy. And later, we speak to Sir Bill Browder about Europe's continued failure to seize and use frozen Russian state assets to fund Ukraine's war effort, the significance of the €90 billion loan agreed in Brussels instead. Is it enough?ContributorsDominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Adélie Pojzman-Pontay (Journalist and Producer). @adeliepjz on X.With thanks to Sir Bill Browder. @Billbrowder on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:The gold bubble has financed Putin's war machine – but that may be over (Ambrose Evans Pritchard in The Telegraph):https://www.telegraph.co.uk/business/2026/02/03/gold-bubble-financed-vladimir-putins-war-machine-over/German warships ‘sabotaged by workers' (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/03/german-warships-sabotaged-workers-hamburg-port/For Peace, More Ukrainians Consider the Once Unthinkable: Surrendering Landhttps://www.nytimes.com/2026/02/04/world/europe/ukraine-russia-war-donbas-region.htmlLISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,440.Today, as Ukrainians endure temperatures of minus -20 degrees Celsius and Russia marks the end of its so-called “energy ceasefire” with a new mass aerial attack, we ask what is stopping Donald Trump from simply urging Vladimir Putin to spare Ukraine's energy infrastructure for another week. We report on NATO Secretary General Mark Rutte's address to Ukraine's parliament, examining what he meant by the “difficult choices” Kyiv may face in pursuit of peace. And later, with the START nuclear treaty due to expire this month, Adélie speaks to two researchers about nuclear signalling – and how to interpret what Moscow and Washington really mean behind their public statements.ContributorsDominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Francis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Adélie Pojzman-Pontay (Journalist and Producer). @adeliepjz on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Frontline Club event in London on Wednesday:https://www.eventbrite.co.uk/e/screening-qa-kharkiv-war-diaries-tickets-1979708915659 Maiu Sandu Interview:https://www.youtube.com/watch?v=iRnZUTGo1MI Putin waits until Kyiv hits -20C before knocking out power with missiles (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/03/putin-kyiv-power-coldest-temperature-missile-drone-attack/ EU demands Britain pays fee to join weapons fund (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/02/eu-demands-britain-pays-fee-to-join-weapons-fund/ Ukraine agrees multi-tier plan for enforcing any ceasefire with Russia (The Telegraph):https://www.ft.com/content/0f26d56d-98cd-4999-8908-4a851a2de773 Russia's Nuclear Signaling in the War Against Ukraine: A Chronology of the Biden Era, (Peace Research Center Prague):https://static1.squarespace.com/static/5a1448b4d0e62862b5a5a0e7/t/693eaa34207a1646b8b562aa/1765714484234/Horovitz_Smetana_et_al-Russia_Nuclear_Signalling_Chronology_Dec25_SMALL.pdf Barack Obama's X Post:https://x.com/BarackObama/status/2018323947230540249 Napoleon stopped short soldiers from being sacked (The Telegraph):https://www.telegraph.co.uk/news/2026/02/02/napoleon-bonaparte-stopped-short-soldiers-being-sacked/ LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,439.Today, as Vladimir Putin's so-called “energy ceasefire” is reportedly broken once again, we report on another weekend of devastating Russian strikes on Ukraine – including an attack that killed 15 miners when drones hit their bus during a near Dnipro, and a strike on a maternity hospital in Zaporizhzhya that injured at least six. We then examine mounting claims that convicted sex offender Jeffrey Epstein was not only close to the Kremlin, but may have acted as a foreign agent on Russia's behalf.ContributorsFrancis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Dominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Poppy Wood (Education Editor). @poppyeh on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Epstein's links to Putin and Kremlin spies raise fears he was Russian agent (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/01/epstein-links-to-putin-and-fsb-raise-fears-he-was-a-russian/ Putin targets migrant smuggling networks to boost his ranks (The Telegraph):https://www.telegraph.co.uk/global-health/terror-and-security/putin-targets-migrant-smuggling-networks-to-boost-his-ranks/ Putin ‘will send thousands of criminals to wreak havoc across Europe' (The Telegraph):https://www.telegraph.co.uk/world-news/2026/02/01/putin-send-thousands-criminals-wreak-havoc-across-europe/ International law meant to limit effects of war at breaking point, study finds (The Telegraph):https://www.theguardian.com/law/2026/feb/02/more-than-100000-civilians-killed-war-crimes-out-of-control-study Slovakia PM's national security adviser resigns over Epstein links (BBC):https://www.bbc.co.uk/news/articles/cnvgljj1dygo?xtor Epstein Library Database (DoJ):https://www.justice.gov/epstein LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,436.Today, as Donald Trump announces an “energy ceasefire” we ask: what it means, has it started and can it hold. Our correspondent in Turkey tells us China is supplying critical components of Russia's nuclear-capable Oreshnik missiles and have our regular fortnightly update about resistance activity in the occupied areas. Plus later, we hear about a new adaptation for the theatre of a Ukrainian story that blends folklore with contemporary themes of power, superstition and women's struggle for equality.ContributorsDominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Venetia Rainey (Co-host Battle Lines podcast). @venetiarainey on X.Sophia Jan (Senior Foreign Correspondent). @sophia_yan on Twitter.Roland Oliphant(Chief Foreign Analyst). @RolandOliphanton on X.Francis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Dr. Jade McGlynn (War Studies Department of King's College). @DrJadeMcGlynn on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Antonia Langford's reporting on winter in Kyiv:https://www.telegraph.co.uk/world-news/2026/01/29/putin-agrees-ceasefire-stop-attacking-ukraines-cities/Roland's analysis: Trump has announced a Ukraine ceasefire. Is it a sham or showstopper?https://www.telegraph.co.uk/world-news/2026/01/29/trump-ukraine-ceasefire-sham-showstopper/How China is powering Putin's deadliest new weapon (Sophia Yan in The Telegraph):https://www.telegraph.co.uk/world-news/2026/01/28/china-helping-russia-build-nuclear-capable-missile/How to Become a Dictator podcast by Sophia Yan:https://www.telegraph.co.uk/news/2022/10/18/introducing-how-become-dictator-new-telegraph-podcast-power/Learn more about The Witch of Konotop:https://www.hackneyempire.co.uk/events/the-witch-of-konotop-2026Thresholds of Survival: The Resistance in Occupied Ukraine (Dr Jade McGlynn's Report):https://www.csis.org/analysis/thresholds-survival-resistance-occupied-ukraineRussia strips nuclear forces, Navy, and Air Force to fill infantry ranks —military experthttps://euromaidanpress.com/2026/01/29/russia-infantry-manpower-shortage-elite-forces/LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,435.Today, as President Zelensky warns that Russia is preparing “a new massive strike”, we examine growing speculation that an undeclared truce may be in place regarding strikes on energy infrastructure. We then turn to the Russian press, where a local war memorial in the Urals appears to have inadvertently revealed the true scale of Russian casualties, and an unlikely scandal involving a baker that has caused fresh embarrassment for Vladimir Putin. And finally, we report on the launch of a new blood bank aimed at alleviating Ukraine's mounting medical crises.ContributorsFrancis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Dominic Nicholls (Associate Editor of Defence). @DomNicholls on X.James Kilner (Foreign Correspondent). @jkjourno on X.With thanks to Toby Illingworth (Founder & Head of Mission for Yashchenko Foundation). @tobyillingworthSIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Learn More about the Walking Blood Bank and the Yashchenko Foundation:https://yashchenkofoundation.org/walking-blood-bank/ Putin abandons Syria base to court new Islamist leader (The Telegraph):https://www.telegraph.co.uk/world-news/2026/01/28/russia-abandons-syria-military-base/ Royal Navy forces Russian ship out of British waters (The Telegraph):https://www.telegraph.co.uk/news/2026/01/28/russian-ship-anchors-trans-atlantic-cables-bristol-channel/ Exclusive: Trump's top envoy negotiating Ukraine's fate displays 'shocking' lack of knowledge about war (Kyiv Independent):https://kyivindependent.com/trumps-top-envoy-displays-shocking-lack-of-knowledge-about-war-politics/ LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

It's only episode four and the queens are hit with another design challenge! Ru tells the queens to pair up with their besties and go head to head to create mash up looks inspired by iconic celebrity red carpet moments. Alaska and Willam chat about provided fabrics, fashion sketches, mirror chat backstories, and why sometimes it's so hard to find a photo on your phone that you want to talk about on the pod. Plus, they reveal who they think ‘Who Wore It Best' and why Briar's faint was such good TV.Listen to Race Chaser Ad-Free on MOM PlusFollow us on IG at @racechaserpod and click the link in bio for a list of organizations you can donate to in support of Black Lives MatterFOLLOW ALASKAhttps://twitter.com/Alaska5000https://www.instagram.com/theonlyalaska5000https://www.facebook.com/AlaskaThunderhttps://www.youtube.com/channel/UC9vnKqhNky1BcWqXbDs0NAQFOLLOW WILLAMhttps://twitter.com/willamhttps://www.instagram.com/willamhttps://www.facebook.com/willamhttps://www.youtube.com/channel/UCrO9hj5VqGJufBlVJy-8D1gRACE CHASER IS A FOREVER DOG PODCASTSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Day 1,434.Today, as Russia kills five civilians in a drone attack targeting a passenger train in Ukraine, we report on how a senior European diplomat has said the world must call this what it is: terrorism. As President Zelensky urges all “decent people of the world” not to remain silent in the face of Russian war crimes, we examine a new US assessment which concludes that Russia has suffered more military losses than any major power in any conflict since the Second World War. We also ask whether the North Sea and Baltic Sea are now effectively closed to Russia's shadow fleet following coordinated action by 14 European countries. Plus, we speak to colleagues at The Telegraph about why EU leaders' long-held ambitions to turn the European Union into a genuine geopolitical power may, at last, be taken seriously. ContributorsDominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Lily Shanagher (Foreign Reporter). @LilyShanagher on X.Joe Barnes (Brussels Correspondent). @Barnes_Joe on X.James Crisp (Europe Editor). @JamesCrisp6 on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:The growing risks to maritime safety (UK Government):https://www.gov.uk/government/publications/the-growing-risks-to-maritime-safety/the-growing-risks-to-maritime-safetyUnited Nations Convention on the Law of the Sea (UN):https://www.un.org/depts/los/convention_agreements/texts/unclos/unclos_e.pdfThe plans to turn Europe into a new superpower (The Telegraph):https://www.telegraph.co.uk/world-news/2026/01/26/plans-turn-europe-new-superpower/‘After Budapest and Minsk, Ukraine knows what empty guarantees look like' (The Telegraph):https://www.telegraph.co.uk/world-news/2026/01/28/why-ukraine-cant-trust-another-ceasefire-with-putin/ Ukraine: We won't accept meaningless security guarantees (The Telegraph):https://www.telegraph.co.uk/world-news/2026/01/27/ukraine-russia-security-guarantees-trump-nato/EU-sanctioned oil tanker escorted to Morocco by Spanish rescue ship, merchant marine says (Reuters):https://www.reuters.com/business/energy/eu-sanctioned-oil-tanker-escorted-morocco-by-spanish-rescue-ship-merchant-marine-2026-01-27/Russia's Grinding War in Ukraine (CSIS):https://www.csis.org/analysis/russias-grinding-war-ukraineLISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,433.Today, amid increased Russian military pressure in the Donbas, and as Ukraine faces what the NATO Secretary General calls its “harshest winter for a decade”, we bring you the latest from the Ukraine peace talks, where the United States is understood to be increasing pressure on President Zelensky's government to concede territory to Russia before Washington grants any security guarantees. But is Moscow's position under Vladimir Putin softer than it appears, as some allege? Then we discuss civilian resilience in Ukraine with an expert from Harvard University.ContributorsFrancis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Dominic Nicholls (Associate Editor of Defence). @DomNicholls on X.With thanks to Dr Emma Mateo (Harvard University's Ukrainian Research Institute). @emm_mateo on X.SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Learn more about Harvard's Ukrainian Research Institute's ‘Solidarity Within and Beyond Ukraine Conference this Friday and Saturday:https://www.huri.harvard.edu/tcup-conference France opposes EU plan to buy British Storm Shadows for Ukraine (The Telegraph):https://www.telegraph.co.uk/world-news/2026/01/26/france-opposes-eu-plan-to-buy-british-storm-shadows-ukraine/ Exclusive: Russian negotiators soften hardline stance in private, US officials say. Ukrainians urge caution (Kyiv Independent):https://kyivindependent.com/kremlin-negotiators-drop-hardline-stance-behind-closed-doors-us-official-revealsUS links security guarantees for Ukraine to peace deal ceding territory (Financial Times):https://www.ft.com/content/8ca0d4fd-fdfd-4aa3-a3a2-90be00d55b9d NATO boss Rutte slaps down calls for European army prompted by Trump fears (Reuters):https://www.reuters.com/world/nato-boss-rutte-slaps-down-calls-european-army-prompted-by-trump-fears-2026-01-26/Commission approves second wave of SAFE defence funding for eight Member States (EU):https://ec.europa.eu/commission/presscorner/detail/en/ip_26_211‘Bread and War: A Ukrainian Story of Food, Bravery and Hope' by Felicity Spector:https://www.amazon.co.uk/Bread-War-Ukrainian-Story-Bravery/dp/1914613783 LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.

Day 1,432.Today, as Kyiv endures sub-zero temperatures, we report on Russia's latest mass aerial attack on the city, carried out even as trilateral so-called peace talks were taking place in Abu Dhabi over the weekend. We examine Steve Witkoff's latest visit to Moscow – he has still yet to travel to Ukraine – and ask why Russia is now pushing the opaque “Alaska formula” in a bid to secure territory it has failed to seize by force. And later, Francis Dearnley and Hamish de Bretton-Gordon visit the British Army's Land Warfare Centre, where the next generation of soldiers is learning the lessons of the war in Ukraine.ContributorsDominic Nicholls (Associate Editor of Defence). @DomNicholls on X.Francis Dearnley (Executive Editor for Audio). @FrancisDearnley on X.Hamish De Bretton-Gordon (Former British Army Tank Commander). @HamishDBGon on X.With thanks to Colonel Thurston from the Land Warfare Centre. SIGN UP TO THE ‘UKRAINE: THE LATEST' WEEKLY NEWSLETTER:http://telegraph.co.uk/ukrainenewsletter Each week, Dom Nicholls and Francis Dearnley answer your questions, provide recommended reading, and give exclusive analysis and behind-the-scenes insights – plus maps of the frontlines and diagrams of weapons to complement our daily reporting. It's free for everyone, including non-subscribers.CONTENT REFERENCED:Learn more about the Land Warfare Centre:https://www.army.mod.uk/learn-and-explore/about-the-army/formations-divisions-and-brigades/field-army-troops/land-warfare-centre/ LISTEN TO THIS PODCAST IN NEW LANGUAGES:The Telegraph has launched translated versions of Ukraine: The Latest in Ukrainian and Russian, making its reporting accessible to audiences on both sides of the battle lines and across the wider region, including Central Asia and the Caucasus. Just search Україна: Останні Новини (Ukr) and Украина: Последние Новости (Ru) on your on your preferred podcast app to find them. Listen here: https://linktr.ee/ukrainethelatestSubscribe: telegraph.co.uk/ukrainethelatestEmail: ukrainepod@telegraph.co.uk Hosted on Acast. See acast.com/privacy for more information.