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Are you in need of building a resilient business? Do you ignore cash flow warning signs, risk mitigation, or the urgency of systems strategy? Then today's episode with Sonya Corkery is for you. Business consultant Sonya Corkery discusses building resilient businesses through strong financial foundations, systems, and risk mitigation. Sonya shares how early work in her family's struggling service-station businesses taught her resilience, customer service skills, and a disciplined approach to money, then traces her rapid rise in banking, from bank manager at 23 to financial planning during the GFC, where she refused to push unsuitable products. She explains how her family's electrical contracting business nearly collapsed when three builders liquidated, leaving almost $1M unpaid and only five days of operating capital, but they recovered within 12 months through strategy and support from suppliers and advisors. Sonya clearly defines her consulting approach: entity setup and asset protection, cash-flow forecasting, break-even clarity, streamlined SOPs, fractional teams, diversification, and AI, and planning to build your business as if it were being sold tomorrow. To learn more about Sonya Corkery, check out the links below.  https://clearplanconsulting.com.au/https://www.linkedin.com/in/sonya-corkery-a326238b/https://www.instagram.com/clearplanconsulting/00:00 Business on the Brink01:11 Podcast Welcome and Setup04:42 Sonya's Early Work Lessons08:29 Family Crisis and Survival10:52 Resilience and Money Mindset12:41 Banking Career Rise16:39 Ethics Under Pressure19:14 Joining the Family Business21:48 Builders Collapse Fallout25:34 Turning Advice Into Consulting27:26 Service Offerings Breakdown28:26 When To Get Help28:55 Cashflow And Forecasting Basics31:28 Asset Protection Foundations34:27 Implementation And Risk Planning36:31 Growth Trends And AI39:14 Industries And Diversification41:12 Speaking With Shock And Awe44:12 Fractional Teams And Board46:01 Where To Find Sonya Corkery47:30 Final Sign Off

What does it look like when a passion for storytelling evolves into a global creative journey? In this episode of the Starter Girlz Podcast, Jennifer Loehding sits down with actor, filmmaker, and creative producer Norman King IV to explore the path that led him from Washington DC to studying film in Paris and eventually building his career in Los Angeles. From a young age, Norman was fascinated with movies, storytelling, and the creative process behind the screen. That early curiosity eventually led him to pursue film through the global BFA program at Emerson College and Paris College of Art, where he spent several years living and creating in Europe while working with international crews and directing short films. During that time, he developed a global perspective on storytelling, exploring how culture, language, and lived experiences shape the way stories are told and received. Now based in Los Angeles, Norman continues building his career in film and media while producing creative projects that blend storytelling, culture, fashion, and meaningful conversations. This episode is about discovering your voice and learning how to bring that voice into the world. What You'll Learn in This Episode • The early experiences that sparked Norman's passion for filmmaking• How studying film internationally shaped his creative perspective• Why authenticity plays a powerful role in storytelling today• The importance of understanding the business side of creative work• Why creatives must learn to value their work and set boundaries• How global experiences influence the way stories are told• What success means when viewed through the lens of creativity and impact• The mindset that continues to guide Norman as he builds his career in film About Norman King IV Norman King IV is an actor, filmmaker, and creative producer based in Los Angeles and the CEO of NPIV Productions. Originally from Washington DC, Norman studied film through the global BFA program at Emerson College and Paris College of Art, spending several years living and working in Europe while directing short films and collaborating with international production teams. During that time, he also created the online talk show My 2 Cents, where he interviewed artists and creatives from around the world. After graduating with a dual degree in film arts, Norman worked with PBS before relocating to Los Angeles to continue building his career in film, media, and creative production. Through his work, he focuses on storytelling that connects culture, creativity, and meaningful conversations across audiences and perspectives. Episode Chapters 00:00 – Why Creators Must Value Their Work01:02 – Podcast Welcome and Episode Introduction02:15 – Meet Norman King IV04:27 – Discovering a Love for Film06:30 – Creativity and Finding Your Outlet09:43 – Authentic Storytelling and Audience Attention13:27 – Navigating Social Media and Algorithms17:54 – Fashion, Culture, and Creative Projects19:32 – The Business Side of Creativity23:02 – Setting Boundaries as a Creative25:01 – Lessons from Working with PBS27:39 – Defining Success and Creative Impact33:10 – Turning Ideas into Real Projects35:31 – Perfectionism and Creative Work38:47 – Moving from DC to Los Angeles41:16 – Networking, Creativity, and Intentional Connections43:53 – Life in Paris and Favorite Spots46:00 – Dream Film Projects48:16 – Languages and Global Experiences52:43 – Where to Connect with Norman53:53 – Final Thoughts and Closing Connect with Norman King IV Instagram: https://www.instagram.com/normankingivYouTube: Norman King IV Connect with Starter Girlz Website: https://startergirlz.com Take the 2-Minute Success Block Quiz to discover what may be holding you back. Want to Be a Guest on Starter Girlz? If you have a story that can inspire others, connect with Jennifer Loehding on PodMatch: https://www.podmatch.com/hostdetailpreview/17044863446695017c1879d7b

What does it take to build something meaningful when life forces you to grow up fast? In this episode of The Relentless Pursuit Podcast, Joe Adams sits down with Josh Biggs, entrepreneur, father, martial artist, and the man behind Fuel Fortress. Josh shares the powerful story of becoming a young father, losing his dad unexpectedly, walking through stage four cancer with his daughter's mother, andthe responsibility that shaped the man he is today. Through adversity, loss, and early responsibility, Josh forged the mindset and discipline that eventually led to building Fuel Fortress, a rapidly growing gym brand and community built on strength, leadership, and purpose. This conversation dives deep into: • becoming a father at a young age• losing a parent unexpectedly• facing adversity early in life• resilience and emotional maturity• faith and responsibility• masculinity and leadership• building businesses with his wife• creating and expanding Fuel Fortress• why modern men must step into responsibility Josh's story isn't just about business success — it's about becoming the man you were meant to be through adversity, responsibility, and discipline. If you're on your own relentless pursuit of growth, leadership, and building something meaningful, this episode is for you. Subscribe to The Relentless Pursuit Podcast for more conversations built on real stories, raw emotion, and meaningful human connection. 00:00 Tragedy and Fatherhood00:23 Social Media and Masculinity00:50 Podcast Welcome and Guest Intro01:33 How They Met and Fuel Fortress02:58 Fifth Location Momentum04:30 Early Life and Becoming a Dad06:22 Losing His Father10:07 Cancer and Resilience12:26 Single Dad to First Business15:44 Meeting His Future Wife20:02 Prime Years and Multiple Ventures22:50 Marriage as a Business Team28:21 Emotional Maturity and Accountability33:43 Martial Arts and Real Confidence38:33 Ego Checks and Respect Culture39:56 Opening the Gym41:03 Franchising Leap41:56 Why Franchise Wins42:58 Niche Premium Model44:28 Gym Community Avatar47:39 Martial Arts Demographics50:15 Comparison and Social Media55:11 Faith by Example01:02:33 Christlike Business Trust01:04:50 Presence and Fatherhood01:10:10 Resilience and Expectations01:14:43 Comfort vs Failure Drive01:15:54 Call for Strong Men01:18:12 Legacy and Relentless Pursuit01:19:24 Where to Find Josh01:20:02 Healing Has Many Lanes #RelentlessPursuit#JoshBiggs#FuelFortress#Entrepreneurship#Fatherhood#Leadership#Masculinity#Faith#Discipline#Podcast

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

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What does it look like to build a platform dedicated to hope, balance, and positivity in a world that often feels dominated by negativity? In this episode of the Starter Girlz Podcast, Jennifer Loehding sits down with organizational psychologist, author, and media personality Dr. Marissa Pei, often known as the “Asian Oprah,” to explore the journey that led her from teaching at UCLA to hosting a globally recognized talk show focused on happiness and personal mastery. Before stepping into media, Dr. Marissa spent years teaching organizational psychology and studying workplace dynamics, leadership, and human behavior. But a conversation with a student opened the door to something unexpected — a new path that eventually led her behind the microphone. What followed was the creation of her long-running talk show Take My Advice, I'm Not Using It: Get Balanced with Dr. Marissa, where she has spent more than a decade interviewing thought leaders, celebrities, and experts while sharing conversations centered around resilience, perspective, and the pursuit of happiness. WHAT YOU'LL LEARN IN THIS EPISODE • The journey that led Dr. Marissa from teaching organizational psychology to hosting a global talk show • The unexpected moment that opened the door to her media career • Why she intentionally created a show focused on solutions rather than negativity • How childhood experiences can shape our beliefs and self-perception • The role gratitude and perspective play in how we experience life • Why personal mastery matters more than external success • How she continues to inspire millions through conversations centered on hope and balance • What motivates her mission to help people rediscover their capacity for happiness ABOUT DR. MARISSA PEI Dr. Marissa Pei is an organizational psychologist, author, speaker, and media personality often referred to as the “Asian Oprah.” She is the host and producer of the award-winning talk show and podcast Take My Advice, I'm Not Using It: Get Balanced with Dr. Marissa, which has aired for more than a decade and reached millions of listeners across major platforms including iHeartRadio and YouTube. Prior to entering media, Dr. Marissa taught at UCLA's Anderson School of Business and worked with organizations and Fortune 500 companies on leadership, workplace dynamics, and communication. Through her speaking, writing, and media work, she focuses on helping people develop personal mastery, resilience, and a healthier relationship with themselves and the world around them. CHAPTERS 00:00 - Life Doesn't Suck Mindset 00:33 - Podcast Welcome and Mission 01:30 - Meet Dr Marissa Pei 02:11 - Sponsor Spotlight 02:58 - StarterGirls Resources 03:43 - Dr Marissa Bio and Hello 06:14 - How the Show Began 08:18 - No Headlines Just Solutions 12:56 - Multi Hyphenate Energy 20:03 - Manifesting the Radio Show 26:00 - Why People Connect 27:34 - Trauma to Happiness Message 29:14 - You Are Not Broken 31:27 - Self Worth vs Success 32:34 - PhD Jokes and Hyper Rationality 33:32 - Building a Show and Protecting Your Vision 35:22 - Work Burnout and Perfectionism Traps 37:35 - Praise Rules and Belief Bias 39:18 - School as Self Discovery 42:05 - Gratitude Sandwich Daily Practice 44:28 - Choose Your Focus Choose Your Life 48:24 - Surprising Guests and Deep Stories 55:05 - Stand Up vs Speaking and Where to Find Her 57:34 - Closing Thanks and Final Takeaway CONNECT WITH DR. MARISSA PEI Website: https://linktr.ee/drmarissa YouTube: https://youtube.com/@docbalance Instagram: https://instagram.com/docbalance CONNECT WITH STARTER GIRLZ Website: https://startergirlz.com Take the 2-Minute Success Block Quiz to discover what may be holding you back. Join the Starter Girlz community newsletter to stay updated on new episodes and insights. Want to be a guest on Starter Girlz? Apply here:

What does it take to pursue an acting career in Hollywood and leave behind the familiarity of a small-town life? In this episode of the Starter Girlz Podcast, Jennifer Loehding sits down with actor, writer, and producer Nate Mayes to explore the personal journey behind building a creative life in Los Angeles. Originally from Arkansas, Nate grew up surrounded by creativity — painting, storytelling, and exploring different forms of artistic expression. But it wasn't until a simple moment while painting a mural in Los Angeles that something shifted. Someone asked a question that stuck with him: why not pursue acting seriously? Soon after graduating college, Nate packed up his belongings, left behind his small-town community, and moved to Los Angeles to build a career in film. Since then, he has been steadily developing his craft — acting, writing, and producing independent projects while learning what it means to bring characters to life in authentic and meaningful ways. This conversation isn't about Hollywood fame. It's about creativity. It's about courage. It's about what happens when you decide to follow the path that feels aligned with who you are. WHAT YOU'LL LEARN IN THIS EPISODE The moment a simple question pushed Nate to seriously pursue acting What it's like leaving a small-town community to chase a creative dream in Los Angeles Why many creative people feel pulled toward multiple forms of expression Nate's personal approach to stepping into the mindset of a character How storytelling can create emotional connections with audiences The realities of building a creative career in a competitive industry Why finding the right community matters when starting over somewhere new Nate's perspective on defining success as an actor and creator Why certain films and series pull audiences deeply into their stories What keeps him motivated to continue creating and pursuing new projects ABOUT NATE MAYES Nate Mayes is a Los Angeles-based actor, writer, and producer originally from Arkansas. After graduating from Harding University, Nate made the bold decision to move to Los Angeles to pursue a career in film and storytelling. Since then, he has been building his body of work through independent films, short films, and creative collaborations while also developing original content of his own. Passionate about character-driven storytelling, Nate focuses on portraying complex, authentic characters and exploring the emotional depth behind every role he plays. Through acting, writing, and producing, he continues to pursue meaningful storytelling and creative collaboration. CHAPTERS 00:00 – Chasing the Scene High 00:31 – Podcast Welcome and Mission 03:31 – Meet Nate Mayes 04:16 – The Leap to Los Angeles 05:51 – Creativity and Many Mediums 07:57 – Owning Your Work 09:40 – Small Town vs Big City 13:53 – Finding Community in LA 15:49 – Actor First, Everything Else 17:17 – Choosing Roles and Antiheroes 20:26 – Pricing Your Creative Value 23:39 – Passion Projects and ROI 25:05 – Defining Your Why 25:51 – Building Characters Backstory 28:47 – Owning Your Creative Process 30:00 – What Success Feels Like 32:37 – Why Great Stories Hook Us 35:19 – Upcoming Projects Ahead 36:42 – Favorite Genres And Influences 41:02 – Life Beyond The Arts 42:10 – Dream Roles And Roots 43:44 – Closing Thanks And Farewell CONNECT WITH NATE MAYES Instagram: @natejmayes CONNECT WITH STARTER GIRLZ Website: startergirlz.comTake the 2-Minute Success Block QuizJoin the Community Newsletter Want to be a guest on Starter Girlz? Apply HERE

On the Your Message Received podcast, host John Duffin interviews multiple-published author and former active-duty/National Guard officer Richard Spegal about authenticity in storytelling and his path from military service to writing. Spegal explains how reading Anne Rice led him to write adult vampire/paranormal fiction and why he prioritizes realism—characters should act like real people and never pander to the audience—letting them drive the plot. He discusses writing mostly by typing due to nerve damage, deploying to Iraq and Egypt (including the MFO Sinai mission with multinational forces), and medically retiring after serving about a decade and a half in the Guard. Spegal describes publishing Redemption after a 10-year gap, reader reactions to Origins and its mental-health themes, and upcoming relaunches through a new publisher, including Broken Angel and future science-fiction entries in the Eternal Knights series, plus where to find him online.00:00 Immersion Over Pandering00:55 Podcast Welcome and Guest Intro02:35 Origins of Dark Fantasy Writing03:32 Writing Habits and Process04:43 Military Path and National Guard07:59 Deployments Iraq and Egypt09:28 Inside the MFO Sinai Mission10:05 Multinational Ops and Communication14:03 Going Full Time as an Author15:17 Realistic Characters Drive Plot19:04 Building a Series and New Genres21:00 Avoiding Mouthpiece Characters22:03 Living in the Story World23:28 Publishing After A Decade24:48 Favorite Scene In Redemption26:27 Writing Dark Mature Themes28:27 Military Realism In Fiction30:22 Reader Email That Hit Hard33:46 Mental Health On The Page36:16 Writing Changes The Writer38:23 Relaunch And New Publisher39:22 Hardest Book Broken Angel40:58 Climbing Out Of The Darkness44:08 Where To Find The Author45:42 Final Thanks And Sign Off

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There's a moment when someone says “just meditate” and your whole body tightens. Because you've tried. You've sat there. You've gotten more distracted. More frustrated. More convinced that mindfulness just isn't for your ADHD brain. But what if the problem was never you? So many high-achieving ADHD women are stuck in burnout cycles, emotional overwhelm, and nervous system dysregulation — and then handed tools that were never adapted for executive function differences or trauma-informed care. Traditional mindfulness can unintentionally reinforce shame when it's framed as “clear your mind” or “sit still.” When we understand ADHD neurobiology and how attention regulation actually works, mindfulness becomes something very different. It becomes a tool for nervous system regulation. For widening the space between stimulus and response. For interrupting reactivity before it spirals into overcommitment, shutdown, or emotional flooding. And when practiced in an ADHD-aligned way, it can strengthen the exact executive function skills many of us struggle with — without demanding perfection. But there's one subtle shift most people never hear about… and without it, mindfulness will continue to feel impossible. • Why “quiet your mind” is the wrong goal • The attention muscle most ADHD women aren't training • Nervous system regulation vs. forced calm • The moment that changes everything What if the distraction isn't failure… but the actual doorway? ✨Mentioned in the Episode In this episode I mentioned the free app Insight Timer.  There are tens of thousands of free guided meditations as well as a timer.  Find it in the app store that your phone has.  Or, find it here:  https://insighttimer.com/   —CHAPTERS— 00:00 ADHD Mindfulness Reframed 00:41 Podcast Welcome and Who Its For 01:44 Why Traditional Mindfulness Fails 03:06 Benefits for the ADHD Brain 05:34 Start Small Drop Expectations 07:32 External Focus 5-4-3-2-1 09:05 Mindful Objects and Distraction 10:35 Movement Based Mindfulness 13:43 When You Dont Notice Drift 15:20 Guided and Seated Meditation 18:12 Breath Focus One Minute Demo 20:23 Visualization and Mantra Options 22:15 Alternate Nostril Breathing 26:02 Wrap Up and Call to Action   ✨ If you found this episode helpful… Please follow, subscribe, and share it with another ADHD woman who needs support!  

Send a textWhat does it really mean to be a strong father?In this episode, I sit down with Marine Corps officer, children's book author, and founder of Parent Child Connect, Olaolu, to talk about raising daughters and sons in today's culture.We dive into:The power of community (especially in military life)Why perception shapes how kids see “present fathers”The difference between being stoic and being emotionally unavailableRaising boys with strength without shutting down empathyModeling masculinity in a healthy wayThis conversation is real, practical, and deeply relevant for dads trying to show up stronger, more mindful, and more present.Listen in — and let me know what part hit home.Parent Child ConnectOlaolu on InstagramOlaolu on YouTube00:00 Leadership for Each Child01:11 Podcast Welcome and Guest Intro03:08 Ola's Background and Marine Path05:40 Writing Children's Books07:16 Becoming a Dad at 1909:29 Military Life and Finding Community15:13 Why Community Drives Success19:08 Mentoring Girls and Trust Barriers22:38 How Men Can Show Up Safely27:23 When Good Dads Trigger Jealousy32:21 Handling Animosity32:43 Full Circle Perspective33:44 Perception of Richness35:46 Values Talk With Kids37:15 Returning Home Changes38:10 Becoming a Young Dad41:22 Spoiling Isn't Love43:17 Raising Son Among Sisters44:29 Masculinity and Emotions50:52 Stoicism vs Disconnection53:25 Modeling Healthy Reactions56:52 Books and Resources Plug59:00 Final Wrap and NewsletterGuest Disclaimer:The views and opinions expressed on this podcast are solely those of the guests. They do not necessarily reflect the views or opinions of the host, any organizations, companies, or institutions mentioned, or corporate entities represented by the host.Our aim is to provide a platform for diverse perspectives and open dialogue. While we strive for accuracy and balance, it's important to recognize that opinions may vary. We encourage critical thinking and further exploration of the topics discussed.Support the showCatch up w/ The Daughtered Podcast Oscar on Instagram Few Will Hunt. 10% OFF use GIRLDAD Want to be a guest on The DAUGHTERED Podcast? Want to collaborate? Send Oscar Pena a message on PodMatch, here: https://www.podmatch.com/hostdetailpreview/daughteredpodcast

The PCB has slapped a 5 million PKR fine on the Pakistan T20 World Cup squad for their poor performance. BP boys react to this news. Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

“I don't even know how I survived the days.” After surviving childhood trauma, domestic violence, and rebuilding her life in America from nothing, Zee Wilcox believed the hardest chapters were behind her — until a Texas family court judge removed her 7-year-old daughter without evidence. In this episode of the Starter Girlz Podcast, Jennifer Loehding sits down with American citizen, small business owner, mother of three, stepmother of five, and Texas House District 98 candidate Zee Wilcox for one of the most powerful conversations to date. Born and raised under communism in Czechoslovakia, Zee grew up in poverty as the oldest of six children, becoming a caregiver at just nine years old. At 21, she immigrated to the United States alone, barely speaking English, determined to build a better life. Years later, after leaving an abusive marriage, she found herself facing what she describes as a broken family court system — temporarily losing custody of her daughter in a ruling that was later fully overturned. What followed was not only a fight for her child, but a deeper reckoning with power, accountability, and the responsibility to use her voice. This episode explores resilience, generational trauma, domestic violence, judicial authority, and why embracing the start sometimes begins in your most painful chapter. WHAT YOU'LL LEARN IN THIS EPISODE How early trauma can quietly shape identity, strength, and survival instincts The emotional cost of growing up in silence around abuse and instability What resilience looks like when starting over in a new country alone How unresolved wounds can influence the relationships we choose What it feels like to face a system that holds power over your family The emotional reality of losing custody — and fighting to regain it How financial strain compounds emotional trauma in prolonged court battles Why transparency and accountability matter in positions of authority What it takes to move from personal crisis into public advocacy How embracing the start sometimes begins in your hardest chapter ABOUT ZEE WILCOX Zee Wilcox is an American citizen, wife, mother of three, stepmother of five, small business owner, community advocate, and candidate for Texas House District 98. Born and raised in communist Czechoslovakia, she immigrated to the United States at age 21 with little English and no safety net. Through perseverance and grit, she built a business, a family, and a life rooted in resilience. After experiencing what she believes are systemic failures within the Texas family court system — including temporarily losing custody of her daughter in a ruling that was later overturned — Zee became a vocal advocate for judicial accountability and reform. She is now running for office with a mission to protect families, defend parental rights, and bring transparency to systems that directly impact children. CHAPTERS 00:00 – Teaser: “I Don't Even Know How I Survived”01:00 – Podcast Welcome and Sponsor04:00 – Growing Up Under Communism09:00 – Childhood Trauma and Caregiving at Nine15:00 – Coming to America Alone20:00 – Learning to Survive in a New Country26:00 – Domestic Violence and Narcissistic Abuse32:00 – Leaving the Marriage40:00 – The TRO and Losing Custody46:00 – The Courtroom Experience55:00 – Filing the De Novo Appeal01:02:00 – Overturning the Ruling01:10:00 – Financial and Emotional Costs01:18:00 – Judicial Accountability01:25:00 – Running for Texas House District 98 CONNECT WITH ZEE WILCOX Websites: zeeforhd98.com and theintentionalstore.com CONNECT WITH STARTER GIRLZWebsite: startergirlz.comTake the 2-Minute Success Block QuizJoin the Community NewsletterWant to be a guest on Starter Girlz? Apply HERE

BP boys are back, and this time they are sharing their candid thoughts on the Pakistan Vs Sri Lanka match.Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys review the India Vs West Indies match and look ahead at the semis.Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

Have you been told you have low progesterone — and the solution was birth control, hormone therapy, or progesterone supplements — but no one could explain why your progesterone is low in the first place? Or maybe you've never had testing confirm it, but you're wondering if you may have low progesterone based on your symptoms — insomnia, anxiety, cycle issues, fertility struggles. Or maybe you've tried all. the. things. for low progesterone in women — supplements, birth control, natural treatments, cycle syncing — but nothing has actually changed… and you're left wondering what else there is to do? If you said "yes" to any of these, this episode is for you. Today we're continuing the Real Root Cause Series, where I'm taking conditions that are commonly labeled as root causes — and breaking down to you what their REAL root causes are. This is super powerful because understanding a fake vs. real root cause is the difference between healing from your symptoms permanently... or not. Today's topic: low progesterone. In this episode, I'm breaking down:The most common low progesterone signs and symptoms in womenWhy low progesterone isn't a root causeWhy birth control, IUDs, and even “natural” progesterone support miss the mark to healing your WHOLE bodyThe 6 real root causes quietly driving low progesteroneAnd the 5 tests you need to do find your specific root causes - and naturally bring progesterone back up And one more thing — for this entire Real Root Cause Series, I've created visual guides to help you see the big picture clearly. If you're a visual learner or want this laid out simply, head to betterbellytherapies.com/root to download the graphic that goes with this episode. Because when you stop trying to force progesterone up… and start removing what's suppressing it — that's when you start to see real, true, whole body transformation. TIMESTAMPS:00:00 - Low Progesterone Frustration 00:38 - Series Roadmap and Visual Guide 01:57 - Podcast Welcome and Disclaimer 03:06 - Why This Series Exists 04:31 - Low Progesterone Symptoms 07:13 - Not a Root Cause 08:56 - Stress Triangle Explained 12:06 - Biochemical Stress and Inflammation 15:52 - Tests to Find Your Causes 17:46 - My Healing Story and Lessons 20:30 - Blueprint Program Invitation 22:30 - Wrap Up and Next Steps EPISODES MENTIONED:267// The Best Food Sensitivity Test for You, with Vibrant Wellness298// Low Stomach Acid Explained: A Real Root Cause of Acid Reflux, Candida, Constipation, and SIBO

Bird on AmericanaFest, Accidental Filmmaking, and Storytelling Through Music | Curious Goldfish PodcastHost Jason English welcomes Janie, who performs as Bird, to the Curious Goldfish Podcast in Nashville during AmericanaFest. Bird, half Irish and half English, grew up in London, is based in Italy, and is increasingly working in the U.S. after receiving an O-1 visa. She discusses Irish storytelling roots, her classical cello training from age six, learning drums at 11, and influences ranging from Jacqueline du Pré to Led Zeppelin and Bob Dylan that shaped her Americana sound. Bird explains the origin of her stage name, her “accidental filmmaker” path after a cinematic album stalled during COVID, and her short films “Wider Than the Sky” and “You Found a Friend in Elvis,” inspired by a Roy Orbison story. She outlines festival strategy, upcoming full-length film plans, two EPs (“Heads or Tales” and “Strange as Folk”) and a vinyl release, touring via Café Nero, and performs “The Tides” solo on cello for the first time.00:00 Irish Storytelling Roots00:55 Podcast Welcome and Guest Intro02:56 Meeting at AmericanaFest03:35 AmericanaFest Buzz and US Plans04:44 Why the Name Bird07:22 Accidental Filmmaker Origin09:12 Elvis and Roy Orbison Mystery11:15 Festival Strategy and No Money12:45 Third Film Tease and Timeline14:13 Back to Music Classical Beginnings15:13 Drums and Rock Influences15:56 Irish Storytelling Roots17:24 Albums and Genre Evolution17:52 Heads or Tales EP18:28 Why Two EPs19:17 Folk Horror Inspiration21:17 Lockdown Demos in Italy22:27 Touring and Future Plans25:19 Curiosity and Connection27:58 The Tides Closing Song

Have you been told you have low progesterone — and the solution was birth control, hormone therapy, or progesterone supplements — but no one could explain why your progesterone is low in the first place? Or maybe you've never had testing confirm it, but you're wondering if you may have low progesterone based on your symptoms — insomnia, anxiety, cycle issues, fertility struggles. Or maybe you've tried all. the. things. for low progesterone in women — supplements, birth control, natural treatments, cycle syncing — but nothing has actually changed… and you're left wondering what else there is to do? If you said "yes" to any of these, this episode is for you. Today we're continuing the Real Root Cause Series, where I'm taking conditions that are commonly labeled as root causes — and breaking down to you what their REAL root causes are. This is super powerful because understanding a fake vs. real root cause is the difference between healing from your symptoms permanently... or not. Today's topic: low progesterone. In this episode, I'm breaking down:The most common low progesterone signs and symptoms in womenWhy low progesterone isn't a root causeWhy birth control, IUDs, and even “natural” progesterone support miss the mark to healing your WHOLE bodyThe 6 real root causes quietly driving low progesteroneAnd the 5 tests you need to do find your specific root causes - and naturally bring progesterone back up And one more thing — for this entire Real Root Cause Series, I've created visual guides to help you see the big picture clearly. If you're a visual learner or want this laid out simply, head to betterbellytherapies.com/root to download the graphic that goes with this episode. Because when you stop trying to force progesterone up… and start removing what's suppressing it — that's when you start to see real, true, whole body transformation. TIMESTAMPS:00:00 - Low Progesterone Frustration 00:38 - Series Roadmap and Visual Guide 01:57 - Podcast Welcome and Disclaimer 03:06 - Why This Series Exists 04:31 - Low Progesterone Symptoms 07:13 - Not a Root Cause 08:56 - Stress Triangle Explained 12:06 - Biochemical Stress and Inflammation 15:52 - Tests to Find Your Causes 17:46 - My Healing Story and Lessons 20:30 - Blueprint Program Invitation 22:30 - Wrap Up and Next Steps EPISODES MENTIONED:267// The Best Food Sensitivity Test for You, with Vibrant Wellness298// Low Stomach Acid Explained: A Real Root Cause of Acid Reflux, Candida, Constipation, and SIBO

BP boys reflect on India's loss against South Africa in the Super 8s.Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys share their thoughts on Pakistan's win over USA.Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

#399 In this episode, Guy welcomed Rachel Corpus to discuss her experiences and insights regarding spiritual awakenings, the shifts in human consciousness since 2012, and multidimensional realities. Rachel, who identifies as an angel and works for Source, shared her journey of awakening, her near-death experiences, and how she navigates life with her spiritual gifts. They also explored the impact of global consciousness shifts, extraterrestrial beings, and the concept of parallel lives. Rachel emphasized the importance of savoring moments and provides practical advice for those undergoing spiritual transformations. About Rachel: Rachel Corpus is an Angel Communicator and Psychic Medium who specializes in connecting people with their Angels, loved ones who have passed, discovering their intuitive gifts, and learning how to build their best lives or discover their soul's purpose. Rachel has the ability to see Spirit from various dimensions, calling on them to be helpers when needed. She is a full time medium, seeing people daily one-on-one, in small groups, or in audience readings. Rachel has done a lot of work on TV and radio, and is a sought-after expert in her field. She lives in Iowa with her husband, three children and three cats. Key Points Discussed:  (00:00) - Reality Is Changing: Consciousness, Hidden Intelligence, and the Human Experience! (00:23) - Meet Rachel Corpus: An Angel's Journey (00:53) - Podcast Welcome and Overview (02:41) - Rachel's Unique Perspective on Reality (07:27) - The Awakening and New Earth Timeline (19:17) - Rachel's Near-Death Experience and Angelic Mission (29:20) - Navigating Spiritual Gifts and Challenges (31:53) - A Life-Altering Decision (32:12) - Embracing Psychic Abilities (32:20) - A New Spiritual Path (32:45) - Proving Faith Through Action (33:12) - Living as an Angel (33:47) - Navigating Everyday Life with Spiritual Awareness (35:40) - Experiencing Multidimensional Realities (38:05) - Interactions with Extraterrestrials (40:48) - The Role of Star Seeds and Earth Angels (42:17) - The Future of Human Evolution (51:49) - Understanding Parallel Lives (56:36) - Daily Spiritual Practices (58:57) - Final Thoughts and Farewell How to Contact Rachel Corpus:www.rachelcorpus.com mindbodyspirit.fm/shows/angel-talk-with-rachel-corpus   About me:My Instagram: www.instagram.com/guyhlawrence/?hl=en Guy's websites:www.guylawrence.com.au www.liveinflow.co

Welcome to another edition of This Week in Cricket (TWIC). BP boys catch up on the action from the T20 World Cup. Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys review Pakistan's miraculous victory over the Netherlands. Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

Pro Sports lads have finally made a joint appearance on our show! This show came with its due shares of difficulties. The lads auto-focus made sure they were blurred and Bashaar's microphone got disconnected seconds after we went live. It's okay though, we feel like it's still a good watch/listen. We hope you guys enjoy too! 03:57 Origins of Pro Sports: A Journey Through Cricket Media09:52 Cricket and Politics: The PCB's Strategic Moves15:54 The Economics of Cricket: Challenges for Content Creators21:53 Conversations Over Interviews: The Art of Podcasting23:39 The Importance of Authenticity in Sports Podcasts24:55 Navigating Criticism and Conflict in Podcasting26:41 The Dynamics of Friendship and Professionalism28:00 Learning from Technical Mishaps29:58 The Role of Planning and Preparation32:31 The Analytical Approach to Sports Commentary34:54 Political Influences in Cricket Governance38:53 The Financial Power Dynamics in Cricket41:12 The Impact of Political Stances on Cricket Relations49:17 The Need for Reform in Cricket Governance52:29 The One-Sided Debate in Cricket Rivalries54:03 Marketability of Cricket: India vs Pakistan55:55 Pakistan's Selection Dilemma: Wicketkeepers and Batsmen01:00:11 Evolving Strategies in T20 Cricket01:01:56 Pakistan's World Cup Prospects and Team Composition01:05:57 Weather and Conditions: Impact on Performance01:09:48 Final Thoughts on Team Selection and Future ProspectsUse code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys react to Pakistan's decision of boycotting their T20 World Cup game versus India on February 15th. Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys go down memory lane and discuss how Pakistan won the 2009 T20 WC.Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys review the 1st T20I between Pakistan and Australia.Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys react to Pakistan's T20 World Cup squad announcement. Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

In this episode, Dr. Jockers dives into the top two deficiencies linked to cancer and autoimmune diseases. He discusses how sunlight and infrared wavelengths play a crucial role in reducing inflammation and supporting immune function. Dr. Jockers explains the vital connection between vitamin D and cancer prevention.   We also explore the power of red light therapy and its ability to increase cellular energy production. Dr. Jockers highlights how these simple interventions can have a profound effect on overall health and disease prevention.   Dr. Jockers shares practical tips on incorporating natural light exposure into your daily routine, emphasizing the benefits of watching the sunrise and sunset. He also reveals how darkness and proper sleep can significantly improve your body's regenerative abilities. In This Episode:  00:00 Introduction to Growth Hormone 00:21 Podcast Welcome and Overview 00:40 Exclusive Health Coaching Services 02:58 Top Deficiencies Linked to Cancer and Autoimmune Disease 03:20 Importance of Sunlight and Infrared Wavelengths 07:33 Role of Darkness in Health 11:28 Tips for Better Sleep and Circadian Rhythm 17:14 Conclusion and Final Thoughts   If you want to burn belly fat…boost your energy levels…balance blood sugar…or relieve swelling in your legs or feet… Then you need to check out PureHealth Research immediately.   This company makes some amazing health-boosting supplements that are manufactured right here in America. They only use natural, non-GMO ingredients that are backed by the latest science and proven to work.   And right now, you can save 35% on all of their products with this special subscriber-only offer. Just use your exclusive coupon code JOCKERS at checkout.   When it comes to cooking, Chef Foundry offers the perfect solution with their P 600 ceramic cookware, which is free from Teflon, PFAS, and plastic coatings. Made with Swiss-engineered ceramic, this cookware makes it easy to prepare healthy meals without the toxins. Take 20% off with code SAFE20 at chefsfoundry.com/jockers and upgrade your kitchen today.     "Vitamin D plays a critical role in balancing the immune system and reducing inflammation."  ~ Dr. Jockers     Subscribe to the podcast on: Apple Podcast Stitcher Spotify PodBean TuneIn Radio     Resources: Save 35% on premium health supplements with code JOCKERS at checkout. Visit purehealthresearch.com. Visit chefsfoundry.com/jockers for 20% off with code SAFE20.     Connect with Dr. Jockers: Instagram – https://www.instagram.com/drjockers/ Facebook – https://www.facebook.com/DrDavidJockers YouTube – https://www.youtube.com/user/djockers Website – https://drjockers.com/ If you are interested in being a guest on the show, we would love to hear from you! Please contact us here! - https://drjockers.com/join-us-dr-jockers-functional-nutrition-podcast/ 

In this episode of This Week In Cricket (TWIC), BP boys discuss Bangladesh being out of the T20 WC, India's T20I series against NZ, Pakistan players caught in a ponzi scheme, and Perth Scorchers winning BBL15.Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP Boys review Pakistan's squad and preview the T20I series vs Australia.Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

Visit miamicomedy.com to see upcoming shows, join the VIP text list, and get plugged into everything Miami Comedy before you listen.In this episode of the Miami Comedy Podcast, we break down a very Miami-specific phenomenon, the kind of robberies that do not involve masks, weapons, or force, just flirting, comfort, and bad decisions. Inspired by recent Miami news headlines, we riff on how money, nightlife, alcohol, and emotional vulnerability collide in this city, why there is no legal term for being seduced into giving everything away, and how “seductive robbery” plays out in dating, partying, strip clubs, and relationships. It's satirical, blunt, and painfully relatable, mixing humor, pop culture references, and real-life cautionary advice about living a more normal life in the city.(00:00) Introduction and Podcast Welcome(00:23) Miami's Unique Robbery Problem(01:28) The Art of Seductive Robbery(02:46) Precautions for Men in Miami(03:44) Living a Low-Key Life(07:16) The Strip Club Phenomenon(11:28) Personal Anecdotes and Advice(13:43) Conclusion and Show Announcements

Not counting this episode, 2 episodes away from closing the season!!On todays episode we BREAK molds, we BREAK the “normal” God helped take The MAC Effect virtual!! And a special thank you to our guest for being kind, patient and willing to support this podcast.We welcome my good friend, all the way from Dallas, TX, miss Evelyn de la Garza.Evelyn joins the show and shares personal struggles. Here are some; the passing of a special loved one, hardships with relationships and what helped her is having the right morals and foundation. A key element that I noticed being brought back up, was God, the glory and honor to Him. He leads, He gives and He provides. It was beautiful to see how God truly moves for the kind hearted but also must be willing to MOVE!!As we continue to wrap up season 7 of The MAC Effect, we learn that people stories matter, every story has healing. I cannot wait to learn more from others and to share my story in order to help others.Any questions you may have for my guest or myself, please ask, reach out, comment, email, DM… (just ask, stop letting fear stop you) My email is Themaceffect19@gmail.com for all questions and inquiries.You are not alone; We share together, walk together and heal together'To say thank you; it feels like it comes short, but I know if you watch or listen with love and support… you feel my Thank you!! #Themaceffect #maceffect #mac #mikecampos6 #god #love #hope #faith #joy #question #hurtpeople #hurt #healing #healpeople #healingmind #healingbody #heartofgold #healingspirit #morals #chorebelieves #growingpain #thewilltofight #keepgoing #youhavepurpose #awakening #understanding #building #fundamentals #ihaveaquestion #iwanttolearn #growing #growingpains #letsgetitright #nottoday #nottodaysatan #jesuschrist #inJesusname #lovealwayswins #peace #letsgetit #testing #learning #process #developing #maturing #fatherhood #motherhood #husband #wife #partnership #equals #tildeath #god #processing #process #guest #podcast #shorts #growth #development #growth #purpose #will #plans #goals #challange #opportunity #welcoming #bringit #letgoletgo #lakersin5

Welcome to the first episode of This Week in Cricket (TWIC), a weekly series where BP boys talk about the top stories in the world of cricket. Enjoy!Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys who should be Pakistan's wicket keeper for the 2026 T20 WC. Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

In this episode, Dr. David Jockers dives into the surprising benefits of oil pulling, a simple and powerful practice he uses daily to enhance his health. You'll learn how it helps flush toxins, reduce inflammation, and support overall well-being.   Discover how oil pulling improves the balance of your oral microbiome, preventing harmful bacteria and reducing your risk of chronic diseases like heart disease and dementia.   Dr. Jockers also shares practical tips on how to incorporate oil pulling into your routine, including the best oils to use and how long to swish for optimal results.     In This Episode:  00:00 Introduction to Oil Pulling 00:22 Podcast Welcome and Health Coaching 03:17 Morning Practice for Reducing Inflammation 03:59 The Importance of Oral Health 06:12 Benefits and How-To of Oil Pulling 08:38 Frequently Asked Questions on Oil Pulling 12:11 Final Thoughts on Oil Pulling 17:41 Conclusion and Call to Action   If you want to burn belly fat…boost your energy levels…balance blood sugar…or relieve swelling in your legs or feet… Then you need to check out PureHealth Research immediately.   This company makes some amazing health-boosting supplements that are manufactured right here in America. They only use natural, non-GMO ingredients that are backed by the latest science and proven to work.   And right now, you can save 35% on all of their products with this special subscriber-only offer. Just use your exclusive coupon code JOCKERS at checkout.   Make your home a healthier place with Branch Basics! Their premium starter kit includes a powerful, plant-based formula that replaces every cleaning product in your home—from laundry detergent to bathroom cleaner and pet wash. Safe for babies, pets, and the environment, Branch Basics is the simple switch that makes a big impact. Get 15% off your premium starter kit today with code DRJOCKERS at branchbasics.com. Toss the toxins—your home will thank you! Hair loss isn't caused by age but by hair follicles being switched off, and Swiss researchers discovered how to turn them back on with Purality Health - AnaGain Nu, a clinically proven compound extracted from pea sprouts that stimulates hair follicle cells and pushes them back into the growth phase. Purality Health combines AnaGain Nu with their advanced MyCell liposomal delivery system to maximize absorption and effectiveness. They are currently offering a Buy One, Get One Free deal, backed by a 180-day money-back guarantee, giving you six full months to try it risk-free. To claim this exclusive offer and support healthier hair growth, visit https://renewyourhair.com/drj "Even 5 minutes of oil pulling can reduce bacterial toxins in root canals, something brushing can't achieve."  ~ Dr. Jockers     Subscribe to the podcast on: Apple Podcast Stitcher Spotify PodBean TuneIn Radio     Resources: Save 35% on premium health supplements with code JOCKERS at checkout. Visit purehealthresearch.com. Get 15% off your premium starter kit with code DRJOCKERS. Visit branchbasics.com. Visit https://www.purehealthresearch.com/ - Use code DRJOCKERS for 35%     Connect with Dr. Jockers: Instagram – https://www.instagram.com/drjockers/ Facebook – https://www.facebook.com/DrDavidJockers YouTube – https://www.youtube.com/user/djockers Website – https://drjockers.com/ If you are interested in being a guest on the show, we would love to hear from you! Please contact us here! - https://drjockers.com/join-us-dr-jockers-functional-nutrition-podcast/ 

In this episode, Dr. David Jockers breaks down the powerful effects of fasting for 100 hours, including immune system reset and fat-burning benefits. Learn how your body taps into stored body fat, including visceral fat around your organs, and the remarkable regeneration process that happens as a result.   Discover how fasting activates stem cells, particularly in slower healing areas like joints and cartilage, and how this process can improve muscle and joint function. Dr. Jockers also explains how extended fasting can lead to a dopamine reset, enhancing your sensitivity to rewards and reducing cravings.   Find out how autophagy, or "self-eating," ramps up as you fast, breaking down old, damaged proteins and cells to promote longevity. You'll also gain insights into the benefits of fasting for brain health, with ketones fueling mental clarity and reducing brain inflammation.   In This Episode:  00:00 Introduction to Immune System Reset and Fasting 00:18 Podcast Welcome and Episode Overview 00:51 Benefits of Extended Fasting 03:47 Hour-by-Hour Breakdown of a 100-Hour Fast 16:31 Common Fasting Questions Answered 22:42 Conclusion and Final Thoughts   Start the year with a fresh, confident look by giving your hair the boost it deserves with iRestore Elite. This at-home device uses 300 lasers and 200 LEDs to deliver targeted light therapy, clinically proven to regrow hair. It's the perfect, effortless addition to your routine—just pop it on while you do anything else. Plus, with code DrJockers at iRestore.com, you can unlock an exclusive discount on the iRestore Elite. Don't miss out on their New Year Sale!   Optimize your health with Troscriptions, offering the latest in fast-acting health optimization. Their unique delivery method, the buccal troche, infuses ingredients directly into the cheek for quicker absorption and higher bioavailability than traditional supplements. From Just Blue for cellular health to Tro Immune for immune support, their products are formulated by a team of physicians and crafted in the U.S. Visit Troscriptions.com/DrJockers and enter code DrJockers for 10% off your first order. Clean energy, clinical grade—you'll feel the difference! Tired of the weight cycling struggle? Lean is here to help you achieve your weight loss goals. Created by doctors, Lean is a non-prescription supplement designed to help maintain healthy blood sugar, control appetite, and convert fat into energy. It works with your diet and exercise routine to burn fat and keep the weight off. For a limited time, get 20% off by using code DrJockers at TakeLean.com. Take control of your health and start seeing real results today!   "When we fast for 100 hours, we trigger a complete immune system reset, which can significantly reduce chronic inflammation and even lower the risk of autoimmune diseases."  ~ Dr. Jockers     Subscribe to the podcast on: Apple Podcast Stitcher Spotify PodBean TuneIn Radio     Resources: Unlock a special discount for hair regrowth with code Dr. Jockers at iRestore.com. Get 10% off your first order at Troscriptions.com/DrJockers using code Dr. Jockers. Use code Dr. Jockers at TakeLean.com to get 20% off and start your weight loss journey today!     Connect with Dr. Jockers: Instagram – https://www.instagram.com/drjockers/ Facebook – https://www.facebook.com/DrDavidJockers YouTube – https://www.youtube.com/user/djockers Website – https://drjockers.com/ If you are interested in being a guest on the show, we would love to hear from you! Please contact us here! - https://drjockers.com/join-us-dr-jockers-functional-nutrition-podcast/ 

BP boys discuss Usman Khawaja's retirement and Pakistan's 1st T20I vs Sri Lanka.Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys react to your hottest cricket takes! Enjoy!Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys review India's T20 World Cup squad. Can they defend their title?Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys speak with Shamyl Hussain, Pakistan's leading scorer in first-class cricket in 2025. Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys catch up on all things in the world of cricket, including the U19 Asia Cup, The Ashes, and Pakistan players at the BBL.Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys review Pakistan's squad for the tour of Sri Lanka and discuss Shadab Khan's return from injury. Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

BP boys do a weekly cricket round-up. Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

Use code "BP15" for an exclusive 15% off your purchase at Yashi Sports: https://www.yashisports.com

In this episode, Dr. Jockers explains how drinking apple cider vinegar before bed strengthens your intestinal mitochondria, setting up a healthier gut ecosystem while you sleep. This simple habit supports fat burning and improves metabolic health.   You'll learn how acetic acid promotes mitophagy, breaking down damaged mitochondria and replacing them with stronger, more efficient ones. This process reduces inflammation and enhances cellular function overnight.   Dr. Jockers also dives into how improving gut function at night leads to better sleep, balanced blood sugar, and a resilient intestinal lining. These changes help you wake up feeling more refreshed, energized, and healthier.   In This Episode:  00:00 Introduction to Apple Cider Vinegar Benefits 00:34 Podcast Welcome and Overview 00:59 Health Coaching and Resources 04:20 Apple Cider Vinegar Before Bedtime 04:56 Scientific Breakdown of Apple Cider Vinegar 08:52 Apple Cider Vinegar's Impact on Gut Health 14:52 Conclusion and Call to Action Struggling with digestion? Masszymes by BiOptimizers is the most potent digestive enzyme formula, featuring 300-500% more protease than most brands. This powerful blend breaks down proteins and other macronutrients, reducing bloating, inflammation, and indigestion. Try Masszymes risk-free with a 365-day money-back guarantee. Boost your digestion and feel your best—get yours today at bioptimizers.com/jockers and save 10% with promo code 'JOCKERS'! If you're serious about reducing your toxic load, I highly recommend upgrading to the P600 ceramic cookware. It's 100% free from Teflon, PFAS, and plastic coatings, ensuring a non-toxic cooking experience. Right now, you can get it for 50% off, plus an extra 20% off with the code SAFE20 at checkout! Don't miss this limited-time offer—head to chefsfoundry.com/jockers to claim your discount today!     "When you strengthen your gut, burn fat for fuel, and lower inflammation overnight, you wake up refreshed, restored, and feeling younger and healthier."  ~ Dr. Jockers     Subscribe to the podcast on: Apple Podcast Stitcher Spotify PodBean TuneIn Radio     Resources: Use code JOCKERS at bioptimizers.com/jockers to save 10% Use code Safe20 at chefsfoundry.com/jockers     Connect with Dr. Jockers: Instagram – https://www.instagram.com/drjockers/ Facebook – https://www.facebook.com/DrDavidJockers YouTube – https://www.youtube.com/user/djockers Website – https://drjockers.com/ If you are interested in being a guest on the show, we would love to hear from you! Please contact us here! - https://drjockers.com/join-us-dr-jockers-functional-nutrition-podcast/ 

Navigating Site Selection: Insights and Expertise with Courtney Dunbar at IAMC In this episode of the Industrial Advisors podcast, hosts Bill Condon and Matt McGregor speak with Courtney Dunbar, the Director of Site Selection at Burns and McDonnell. Courtney shares her career journey starting from the Nebraska Department of Economic Development to her current position. She explains the intricacies and considerations involved in the site selection process, including logistics, workforce, tax incentives, and environmental factors. The discussion also touches on trends in manufacturing and the importance of pre-capital planning to ensure successful site selection. Courtney emphasizes the need for early and thorough planning to avoid common pitfalls and make informed decisions in the industrial development space. 00:00 Introduction and Career Beginnings 00:44 Podcast Welcome and Marathon Talk 01:15 Exploring Site Selection 03:36 Manufacturing and Distribution Insights 05:19 Trends and Challenges in Site Selection 06:33 Pre-Capital Planning Importance 07:26 Energy Demand and Project Concerns 12:07 Final Thoughts and Farewell

In this episode, I sit down with bestselling author John Strelecky for one of the most captivating conversations we've ever had on the podcast. We explore his book, The Cafe on the Edge of the World, which he channeled in a powerful 21-day download. John opens up about his profound personal journey, the "cosmic algorithm" that guides our lives, and the three simple yet life-altering questions that can help you author a more meaningful existence. This dialogue will make you question the very nature of reality and inspire you to live with more intention.00:00 Podcast Welcome & Gratitude 02:56 Teaser: A Glimpse into the Conversation 03:41 Official Show Intro & Guest Welcome 05:25 John's Story: Lost Dream to Life Reset 10:37 The 21-Day Download of "The Cafe" 11:36 Understanding the "Cosmic Algorithm" 20:36 The Three Life-Changing Questions 25:22 Practical Steps: "Sampling" a New Life 31:47 The Channeling Experience Revealed 37:03 Discovering Your "Purpose For Existing" (PFE) 39:10 The "Museum Day" Concept for Life 50:52 Overcoming the Fear of Change 54:22 The "Cafe" as a Spiritual Portal 01:03:19 Final Takeaways and Thank You https://johnstrelecky.com/JOIN MY COMMUNITY In The Space Between membership, you'll get access to LIVE quarterly Ask Amy Anything meetings (not offered anywhere else!), discounts on courses, special giveaways, and a place to connect with Amy and other like-minded people. You'll also get exclusive access to other behind-the-scenes goodness when you join! Click here to find out more --> https://shorturl.at/vVrwR Stay Connected: - Instagram - https://tinyurl.com/ysvafdwc- Facebook - https://tinyurl.com/yc3z48v9- YouTube - https://tinyurl.com/ywdsc9vt- Website - https://tinyurl.com/ydj949kt Life, Death & the Space Between Dr. Amy RobbinsExploring life, death, consciousness and what it all means. Put your preconceived notions aside as we explore life, death, consciousness and what it all means on Life, Death & the Space Between.**Brought to you by:Dr. Amy Robbins | Host, Executive ProducerPodcastize.net | Audio & Video Production | Hosted on Acast. See acast.com/privacy for more information.