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D'Angelo's Brown Sugar sounded like nothing else in 1995. R&B was slick, polished, and built for clubs. D'Angelo later said the "deeper consciousness" had gone out of contemporary music. Questlove later wrote that contemporary R&B had become "trite" and "soulless" ... and then there was Brown Sugar, D'Angelo's debut album. It sounded more like the '70s than the '90s. More like church than the club. On this episode of You'll Hear It, jazz pianists Adam Maness and Peter Martin go track by track through D'Angelo's debut, pulling apart the vocal stems, naming the jazz chords underneath the soul, and tracing every influence back to its root. They also bring in the archival recordings you might have missed: a live set from the Jazz Café London that gives the album a whole second life, and a J Dilla remix.-------------------------------Start your free Open Studio trial for ALLLLL your jazz lesson needs: https://openstudiojazz.com/yhi-------------------------------Related You'll Hear It episodes:Voodoo: https://youtu.be/AYqmFNF2s0U-------------------------------About You'll Hear It:In this popular music series Adam and Peter break down the greatest albums of all time. Stevie Wonder, Michael Jackson, Joni Mitchell, D'Angelo: Jazz is the foundation of the most GENIUS music in recent history. These seasoned jazz pianists bring their deep musical knowledge to every joyful episode to help you hear the hidden qualities that make music AMAZING. You'll never hear music the same way again.-------------------------------Sign up for the You'll Read It newsletter for little known stories about the artists you love: https://youllhearit.com/newsletter -------------------------------00:00 - D'Angelo's Brown Sugar01:11 - Let's Go Back to 1995 05:35 - "Brown Sugar"08:30 - Engineer Bob Power's Influence 09:13 - "Brown Sugar" Felt Different From Anything Else in 199516:57 - D'Angelo on Why He Picked Bob Power19:30 - "Alright" 28:57 - Isolated Vocal Stems on "Alright"31:27 - "Jones in My Bones" 33:20 - The Little-Known D'Angelo Album36:25 - "Me & Those Dreamin' Eyes of Mine"40:30 - The J Dilla Remix (1997)44:18 - "Shit, Damn, Motherfucker" 46:30 - Live at the Jazz Cafe - "Shit, Damn, Motherfucker"48:10 - "Smooth" 50:20 - D'Angelo Could Have Been a Jazz Pianist53:04 - D'Angelo and Peter's Ellis Marsalis Connection56:21 - "Cruisin'" 59:25 - Ad Break: Learn To Play Like D'Angelo1:00:37 - "When We Get By"1:04:44 - "We Were Just Mocking Dilla": Raphael Saadiq on How "Lady" Was Made1:06:20 - "Lady"1:11:02 - "Higher"1:15:28 - "Brown Sugar" Hits Different 30 Years Later1:17:00 - Our Favorite Moments1:23:45 - Quibble Bits, Snob-O-Meter & Accoutrements1:27:26 - Up Next + Listener Reviews1:29:45 - Open Studio Plays "Lady"
Montgomery's payday and the Lions backfield reality The Detroit Lions entered a quiet weekend, but one move from a former starter framed where the backfield stands. David Montgomery reached a two-year, $16.5 million deal with Houston, with $10 million guaranteed. His remaining guarantees in Detroit were under $5 million. He wanted more security and a bigger role. He found both. The calculus in Detroit changed because Jamir Gibbs is a superstar. Montgomery is 28. This is likely his last big contract. The money places him among the top running back salaries until a Gibbs extension, which is expected this offseason. He praised his time in Detroit and also celebrated the opportunity in Houston. The takeaway: the market confirmed why his role in Detroit was narrowing. Trenches in focus: tackle urgency and draft plan After Friday's additions of Tyler Conklin and Roger McCreery, the Lions stood pat. The line conversation did not. There is hope that Juice Scruggs can emerge as the top reserve interior offensive lineman. That remains a competition. At tackle, a recent signing in the $5 million range sits between backup and starter money. If the season kicked today, he would be the starting left tackle. That is a concern. Coaching and scheme could help, especially after a rough Miami stint, but the need remains. Expect an offensive tackle with one of the first two draft picks. The other early target profiles as an edge rusher. Safety is possible as well. That board reflects both value and how the depth chart looks today. Slot, safety, and Rakestraw's health update McCreery projects in the slot. Another newcomer, "Izzy," fits the super sub role across the defensive backfield that the staff values. Those pieces ease the urgency at outside corner. The belief here is that corner is not the priority early, with the top group for 2025 and 2026 effectively on the roster. Safety stays in play because of usage versatility. Over the weekend, Rakestraw addressed his status directly on Instagram: fully healthy, and healthy since December. That clarity matters for how the secondary snaps could stack when camp opens. Around the NFL and what's next The NFL stayed mostly quiet, but one headline popped: the Chiefs acquired Justin Fields for a sixth-round pick. The Lions were not involved. Detroit's focus shifts to the pro day circuit over the next couple weeks. The staff will be out in force. Eyes on offensive tackle and edge align with needs and draft positioning. If a Lions player or coach steps in front of a camera during the tour, you will hear it here. For now, Friday's roster adds stand, Montgomery has his guaranteed money in Houston, and the draft board points straight at the trenches. #detroitlions #lions #detroitlionspodcast #ennisrakestraw #davidmontgomery #masonreiger #larryborom #nflfreeagency Learn more about your ad choices. Visit megaphone.fm/adchoices
Welcome to Day 2818 of Wisdom-Trek. Thank you for joining me. This is Guthrie Chamberlain, Your Guide to Wisdom. Day 2818 – Wisdom Nuggets – Psalm 119:17-24 – Daily Wisdom Wisdom-Trek Podcast Script - Day 2818 Welcome to Wisdom-Trek with Gramps! I am Guthrie Chamberlain, and we are on Day 2818 of our Trek. The Purpose of Wisdom-Trek is to create a legacy of wisdom, to seek out discernment and insights, and to boldly grow where few have chosen to grow before. The title for today's Wisdom-Trek is: The Eyes of the Exile – Uncovering Wonders in a Foreign Land In our previous episode on this grand expedition, we climbed through the second stanza of the towering mountain that is Psalm One Hundred Nineteen. We explored the "Bet" section, where we learned the ultimate strategy for maintaining purity in a highly contested, spiritually hostile world. The psalmist taught us that human effort alone is not enough. We must actively stockpile, or hide, the Word of Yahweh in the command center of our hearts, treating His cosmic blueprint as our greatest treasure. We vowed to delight in His decrees, and to never forget His life-giving instructions. Today, we take our next determined step forward, moving into the third stanza of this magnificent, alphabetical masterpiece. We are stepping into the "Gimel" section, covering Psalm One Hundred Nineteen, verses seventeen through twenty-four, in the New Living Translation. If the previous stanza was about internalizing the Word within the safety of the heart, this new stanza is about opening our eyes, and stepping outside into a dangerous, foreign landscape. The psalmist recognizes a profound, unsettling truth: to belong to Yahweh is to be an alien on this earth. The world around us is governed by hostile forces, arrogant mockers, and conspiring princes. In order to survive this exile, we do not just need to memorize the rules; we need our spiritual vision drastically altered. We need to see the hidden reality behind the text. Let us unpack this rich, eye-opening prayer. The first segment is: The Plea for Life and Spiritual Vision Psalm One Hundred Nineteen: verses seventeen and eighteen. Be good to your servant, that I may live and obey your word. Open my eyes to see the wonderful truths in your instructions. The psalmist begins this stanza with a fundamental request for survival. “Be good to your servant, that I may live, and obey your word.” Notice the deeply interconnected relationship between God's grace, human life, and faithful obedience. The psalmist is not asking for life merely to enjoy earthly pleasures, amass wealth, or build a personal empire. He requests the gift of continued existence for one specific, defining purpose: to obey the Word of God. In the Ancient Israelite worldview, life and obedience were intrinsically linked. To step outside of the Torah—the loving instructions of the Creator—was to step outside the realm of life, and into the realm of chaos, and ultimately, death. Therefore, the psalmist is crying out for God's loyal covenant love, His Hesed, to sustain his physical breath, so that his spiritual loyalty can continue to flourish. But mere physical survival is not enough. He needs spiritual illumination. He prays, “Open my eyes to see the wonderful truths in your instructions.” The Hebrew word used here for “open” literally means to uncover, or to strip away a covering. The psalmist is admitting a profound human limitation. You can have the scroll of the law sitting right in front of you. You can have perfect 20/20 physical vision, and be able to read every single syllable on the parchment. Yet, without the supernatural intervention of God, your spiritual eyes will remain veiled. You will only see dry, ancient regulations. You will miss the lifeblood of the text. And what is he asking to see? “The wonderful truths,” or as other translations render it, “the wondrous things,” out of the law. The Hebrew word is niflaot, which refers to acts of divine intervention, supernatural miracles, and the mysterious, awe-inspiring workings of Yahweh. The psalmist understands that the Torah is not just a civic code; it is a portal into the Divine Council. It reveals the very mind, character, and cosmic architecture of the Uncreated God. He is begging God to pull back the curtain, allowing him to perceive the supernatural reality vibrating beneath the ink on the page. The second segment is: The Cry of the Cosmic Exile Psalm One Hundred Nineteen: verses nineteen and twenty. I am but a foreigner here on earth; don't hide your commands from me! I am always overwhelmed with a desire for your regulations. Having asked for his eyes to be opened, the psalmist makes a startling confession about his own identity. "I am but a foreigner here on earth." Other translations say, "I am a sojourner," or "a stranger." To comprehend the weight of this statement, we must look at it through the lens of cosmic geography, as taught by Dr. Michael S. Heiser. At the Tower of Babel, as recorded in Deuteronomy Chapter Thirty-Two, verse eight, God disinherited the nations of the earth, dividing them up and placing them under the administration of lesser, spiritual beings—the sons of God. These beings eventually rebelled, demanding worship for themselves, and plunged the nations into idolatry and chaos. Because the nations are ruled by these corrupt, rebel principalities, the earth is currently contested territory. Therefore, any human being who pledges their ultimate loyalty to Yahweh, the Most High God, instantly becomes a resident alien. If you follow the Creator, you are living behind enemy lines. You do not belong to the corrupt systems, the pagan value structures, or the spiritual darkness of this age. You are a citizen of a different, higher kingdom. Because he is navigating this dangerous, foreign terrain, the psalmist feels a desperate sense of urgency. He pleads, "Don't hide your commands from me!" If you are wandering through a hostile, unfamiliar wilderness, the one thing you cannot afford to lose is your map. The commands of God are his only reliable compass in a world designed to disorient and destroy him. This produces an intense, physical craving within him. "I am always overwhelmed with a desire for your regulations." The literal Hebrew paints a picture of a soul that is crushed, or consumed, by its longing. He is homesick for the culture of Heaven. The only way he can soothe the ache of his exile, is by immersing himself in the regulations of his true King. The third segment is: Enduring the Scorn of the Arrogant Psalm One Hundred Nineteen: verses twenty-one and twenty-two. You rebuke the arrogant; those who wander from your commands are cursed. Don't let them scorn and insult me, for I have obeyed your laws. Living as a foreigner inevitably draws unwanted attention. The citizens of the rebel kingdom do not like those who march to the beat of a different drum. The psalmist notes the reality of divine justice: "You rebuke the arrogant; those who wander from your commands are cursed." The "arrogant" are those who believe they do not need the Creator's map. They are the proud, self-sufficient individuals who think they can safely navigate the cosmic rebellion on their own terms. They wander away from the safety of the Torah, charting their own moral courses. But the psalmist knows the spiritual law of the universe: wandering from the Source of Life automatically places you under a curse. To disconnect from Yahweh is to step into the void. These arrogant wanderers, however, are not quiet. They actively attack the faithful. The psalmist prays, "Don't let them scorn and insult me, for I have obeyed your laws." When you choose to live a life of integrity, when you refuse to compromise with the corrupt practices of your culture, the culture will respond with contempt. They will mock your purity, sneer at your devotion, and label your obedience as foolishness. This scorn can be deeply demoralizing. The psalmist brings this heavy social burden directly to God. He asks the Lord to roll away the reproach, essentially saying, "Lord, I am taking a beating down here because of my loyalty to You. Please, vindicate my obedience, and silence the insults of those who despise Your ways." The fourth segment is: The Counsel of the Divine Decrees Psalm One Hundred Nineteen: verses twenty-three and twenty-four. Even princes sit and speak against me, but I will meditate on your decrees. Your laws please me; they give me wise advice. The opposition the psalmist faces is not just coming from the common people in the marketplace. The attack escalates to the highest levels of power. "Even princes sit and speak against me." The Hebrew word for princes is sarim. In the Ancient Israelite worldview, sarim could refer to human political...
Loving greetings and welcome into the season of Spring, a time of release, renewal and transformation. It is in that spirit that I invite you to join our spiritual family as together we take a deep dive into our monthly theme, “Seeing through the Eyes of Spirit.” I look forward to sharing each Sunday with […]
On this week's show, why dogs don't live as long as humans. Also, why do we feel cold when our skin is warm to the touch? Do we all see colours the same way? Do animals experience embarrassment? If photons head towards two small slits, do they only pass through one slit or both? Why does the Middle East have an abundance of oil? And why are our taste buds affected when we have a fever? Dr Chris Smith and Clarence Ford have the answers... Like this podcast? Please help us by supporting the Naked Scientists
On this week's show, why dogs don't live as long as humans. Also, why do we feel cold when our skin is warm to the touch? Do we all see colours the same way? Do animals experience embarrassment? If photons head towards two small slits, do they only pass through one slit or both? Why does the Middle East have an abundance of oil? And why are our taste buds affected when we have a fever? Dr Chris Smith and Clarence Ford have the answers... Like this podcast? Please help us by supporting the Naked Scientists
There's just one Gameweek to go before the first Blank Gameweek of the season. With Arsenal and Man City not playing in GW31, should you sell now?
Welcome to the daily304 – your window into Wonderful, Almost Heaven, West Virginia. Today is Wednesday, March 11, 2026. #1 – From WV TOURISM Looking for something to do? Plan a spring day trip in Almost Heaven Spring is the perfect time to explore the Mountain State, and West Virginia Department of Tourism is highlighting a variety of Almost Heaven spring day trips. From scenic drives and waterfall hikes to charming historic towns and outdoor recreation, these curated itineraries encourage residents and visitors alike to experience seasonal blooms, sweeping overlooks and hidden gems across West Virginia. Read more: https://wvtourism.com/almost-heaven-spring-day-trips-%e2%98%80%ef%b8%8f%f0%9f%8c%bf/ #2 – From WVDNR WVDNR launches Eyes in the Sky drone program The West Virginia Division of Natural Resources has launched its new "Eyes in the Sky" drone program. Using unmanned aerial systems, the program will assist with wildlife monitoring, habitat assessments, conservation efforts and public safety operations. The technology allows staff to collect data more efficiently across rugged terrain while strengthening the agency's ability to protect natural resources statewide. Read more: https://wvdnr.gov/eyes-in-the-sky-wvdnrs-drone-program/ #3 – From WV EDA EDA supports Mountain Top Beverage and WV business growth The West Virginia Economic Development Authority has announced new incentives and financing support for Mountain Top Beverage, highlighting continued investment in local business growth. EDA programs provide flexible financing, tax credits and other resources designed to help West Virginia companies expand operations, create jobs and strengthen economic development throughout the state. Read more: https://eda.wv.gov/moutaintop-beverage/ Find these stories and more at wv.gov/daily304. The daily304 curated news and information is brought to you by the West Virginia Department of Commerce: Sharing the wealth, beauty and opportunity in West Virginia with the world. Follow the daily304 on Facebook, Twitter and Instagram @daily304. Or find us online at wv.gov and just click the daily304 logo. That's all for now. Take care. Be safe. Get outside and enjoy all the opportunity West Virginia has to offer.
Today, we talk about lessons learned after four (or five?) seasons of birthing lambs at the Holler Homestead. We will also cover all our usual Tuesday segments like Tales from the Prepper Pantry, Seasonal Forage and more. Featured Event: Refuge Ruckus is this weekend! ONLY 50 TICKETS LEFT! https://www.refugeruckus.com/ Sponsor 1: AgoristTaxAdvice.com/LFTN Sponsor 2: AbovePhone.com: https://abovephone.com/?above=104 Coupon Code LiveFreeTN Tales from the Prepper Pantry Used up beef from the been canning webinar of 2022 (Beef stew) Will be harvesting the first lettuces soon from the outside gardens Giving all storage here a big facelift with the help of Opalyn Cutting up 3 Eyes of Round RIP Claire the Fridge (The freezer/fridge combo) Frugality Tip From Nicole Freeze dried meals with a thermos, OR lunch pail thermos Operation Independence 3 Beef Rounds for the workshop Main topic: Lessons learned from 5 birthing seasons Make a management decision >rotation vs single pasture and medications >Interventions vs survival of the fittest >Hair vs wool Finding strong Stock Pasture Birthing Bag >gloves >Lube >thermometer >towels >Alcohol or other sterilizer (Basiic first aid is already at the pasture) Home Lamb Support Kit >Colostrum >Bottles >Milk Replacer >Pee pads from Sam's club >Dog crate >Diapers if you will go this route >Lamb-dedicated towels >Hair dryer or heat lamp >Temperature probes >Heating box >Sous Vide >Mason jars >Funnel >thermometer >more gloves >lamb probiotics Things to prepare for in birthing >Stuck lamb >Breach Lamb >Sideways lamb >Cold Lamb >Dopey lamb >Low milk production from mom >Lamb not breathing >prolapse Great resources >All Creatures Great and Small, etc >Laura Lawson Lamb Problems another references >get a sheep mentor BACON CLASS
In this episode, we continue with Dr. John A. King, focusing on what real recovery looks like. From first-responder childhood trauma to rebuilding trust and identity, we discuss naming what happened, reducing shame, restoring bodily safety, and practicing intentional trust. Through personal story and clinical insight, this episode reminds survivors that healing isn't about moving on—it's about integrating the past without being defined by it. Tune in to Recovery from Male Sexual Abuse & Sex Trafficking Through a Therapist's Eyes.
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
Alan's Eyes & Ears #037 - Anatomy of a Collection, pt 6In this sixth episode of this podcast mini-series, Alan continues his attempt to talk about EVERY comic in his collection. Picking up where he left off last time, he covers comics including but not limited to: Firestorm, Groo, Green Arrow, Fantastic Four, Fred Hembeck Destroys the Marvel Universe ... and MORE!How many of these comics are independent books from the eighties, anyway? Listen to this episode ... and find out! Click on the player below to listen to the episode: Right-click to download episode directly Promo: The Thing About ArsenalSend e-mail feedback to relativelygeeky@gmail.com You can follow the network on Twitter @Relatively_Geek and Professor Alan @ProfessorAlan You may also subscribe to the podcast through iTunes or the RSS Feed.
What a month it has been for our 7investing show!Throughout all of February, we focused on the semiconductor industry - looking for the investment opportunities who were best-poised to benefit from AI's endless demand for computing. We searched far and wide for those top stock ideas, and we featured some incredible guests to share their insights on the show all month.That included: 1) Feb 1: "The Eyes of AI"Emmet Savage and I looked into the new world of "Physical AI" and how it was using solid-state LiDAR to see all of its surroundings. Our stock of focus was Ouster $OUST.https://youtube.com/live/yYpByizVWc02) Feb 9: "The Future of the Chip Industry"Robert Quinn and I discussed Elon's TeraFab idea, space-based datacenters, and why the AI "bubble" is actually more of an AI "inflection point". Our stock of focus was Tesla $TSLA.https://youtube.com/live/Qmk84KLaX0Y3) Feb 16: "Why Infrastructure is the Real Winner in the Age of AI"John Rotonti and I discussed "SaaS-pocalypse" and why several vendors were hidden winners in the $3 trillion AI infrastructure spending through 2030. Our stocks of focus were Amphenol $APH and Trane Technologies $TT.https://youtube.com/live/zFTcaGY3rkM4) Feb 18: "NVIDIA vs AMD: The $1 Trillion AI Chip War Explained"Nick Rossolillo and I described the ambitious forecasts recently issued by chipmakers and the role of newcomers with creative new designs. Our stocks of focus were NVIDIA $NVDA and $AMD. https://youtube.com/live/_p0vhUR2JNY5) Feb 27: "From Fiber Optics Bust to AI Optics Boom: The $700B Optics Opportunity" Eric Bleeker and I discussed how co-packaged optics and advanced packaging could be game-changers for chip efficiency. Our stocks of focus were Applied Optoelectronics $AAOI and Lumentum $LITE. https://youtube.com/live/Paw4f6ay3AgA HUGE THANK YOU to all of our guests in February!We had some great conversations, answered some fun audience questions, and empowered investors to take a closer look at this red-hot chip sector.On today's March 2 show, I'll share the key takeaways from each of these shows mentioned above and then discuss the one semiconductor stock I ultimately selected as my official recommendation for March.
In this episode, we're joined by Tricia Walker, who co-wrote the song covered by The Corrs, 'Looking in the Eyes of Love', a track closely connected to the writing and production era of Talk on Corners.Tricia takes us back to her roots in Mississippi, growing up along Highway 61 in the heart of the Delta. Classically trained and raised on soul, blues, and gospel, she shares how an early love of music and poetry led her to pursue songwriting seriously. In 1980, she packed up and moved to Nashville, entering a music industry that operated long before email, digital demos, or social media.We explore what Nashville was like in the 1980s and 1990s, how the co writing culture worked, and how songs were pitched, recorded, and circulated in a pre-digital world.At the centre of our conversation is the song 'Looking in the Eyes of Love', originally intended for Talk on Corners but ultimately not included on the final track list. The song would, thankfully for us, find its official release as a bonus track on In Blue in the year 2000. Tricia shares with us how the song came to be written, what it was like to see it covered by a number of artists in the industry, and we discuss how it eventually became part of The Corrs story.At 00:21:46, you can hear a clip of the original 1989 female vocal demo for 'Looking in the Eyes of Love' as sung by Tricia Walker.At 00:37:39, you can hear a clip of the Corrs version of the song as released on the special edition of 'In Blue'.A photo of the Grammy Award certificate Tricia has hung proudly on her wall can be seen at the following link HERETricia's website can be found at: www.bigfrontporch.com and her work with Delta Deep Roots can be seen and heard via www.deltadeeproots.comThis work is licensed under a Creative Commons Attribution 4.0 International License.CorrsCast.comInstagramTwitterFacebookDiscordPatreon#CorrsCast on social media.#TheCorrsPlease subscribe, rate and review CorrsCast on iTunes or a platform of your choosing. Hosted on Acast. See acast.com/privacy for more information.
On today's show, Mogey gives us productivity tips, Keyzie's imagining Pugs' mum, and Pugs is fending off illicit allegations. Follow The Big Show on Instagram Subscribe to the podcast now on iHeartRadio, YouTube, or wherever you get your podcasts!Featuring Jason Hoyte, Mike Minogue, and Keyzie, "The Big Show" drive you home weekdays from 4pm on Radio Hauraki.Providing a hilarious escape from reality for those ‘backbone’ New Zealanders with plenty of laughs and out-the-gate yarns.Download the full podcast here:iHeartRadioAppleSpotify PARTY TIME:(00:00) Intro: Pugs butchers it as per(03:09) The fellas party it up (08:18) When to leave a party(12:53) WAHS(17:28) TV(24:19) Intro: A new Teledoz comp!(26:35) Working Man Mogey(31:47) Hokitika chat!(35:36) G-LANE UPDATE(41:36) Intro: Great feedback(43:43) Eyes on Pug-San(46:40) Last week of the boat!(50:02) Farewell! Follow The Big Show on InstagramSee omnystudio.com/listener for privacy information.
Don and Dude keep the “I Love the 80s” journey rolling into 1988's R&B bedrooms and metal bunkers, where new jack swing coalesces in cramped apartments and concept metal turns Reagan-era paranoia into a full-blown rock opera. One of us slides into a silky debut that helped sketch the blueprint for sensitive-smooth-guy R&B, while the other drops into a tightly plotted metal epic about addiction, brainwashing, and failed revolution that still hits uncomfortably close to home.The AlbumsAl B. Sure! – In Effect Mode (1988)Al B. Sure! turns a bare-bones home setup and a newly discovered falsetto into a compact set of late-night R&B grooves. “Nite and Day,” “Off on Your Own (Girl),” and “If I'm Not Your Lover” sketch a sensitive, romantic persona over sleek drum machines and smooth keys.Queensrÿche – Operation: Mindcrime (1988)Queensrÿche fuse metal and political thriller storytelling in a concept album about Nikki, a drug-addicted drifter turned assassin by the manipulative Dr. X. From “Revolution Calling” through “Suite Sister Mary” to “Eyes of a Stranger,” the record plays like one continuous, cinematic descent into radicalization and regret.Diggin' AlbumsThe Sheepdogs – Keep Out of the Storm (2026)Warm guitars, stacked harmonies, and unfussy grooves for fans of classic 70s-style rock.Living Colour – Vivid (1988)A sharp blend of heavy riffs, funk rhythms, and pointed social commentary anchored by “Cult of Personality.”Pink Breath of Heaven – Color Makes a Sound (2026)Dreamy guitars and airy vocals drift through hazy, color-soaked indie shoegaze landscapes.Social Distortion – Born to Kill (2026)Straight-ahead rock songs with punk grit and rootsy twang, all carried by Mike Ness' weathered storytelling.Follow & SupportFollow the show on Instagram, Facebook, Threads, and Bluesky @albumnerds, and support by subscribing, rating, reviewing, and sharing.“Look… me and the McDonald's people got this little misunderstanding. See, they're McDonald's… I'm McDowell's. They got the Golden Arches, mine is the Golden Arcs. They got the Big Mac, I got the Big Mick. We both got two all-beef patties, special sauce, lettuce, cheese, pickles and onions, but their buns have sesame seeds. My buns have no seeds.” – Cleo McDowell, played by John Amos in 1988's Coming to America.
Geoffrey Shugen Arnold, Roshi – ZMM – 3/8/26 – When we are complete within ourselves, nothing is left aside as unimportant. All of it is important. We can look to the great bodhisattva of compassion, Avalokiteshvara, as one who does not make any distinctions whatsoever. All things have their skillful use, can be turned toward benefit, even those most difficult things, those most challenging moments. What we do moment to moment is what makes the path of practice and realization possible. How do we manifest compassion? By looking to what we do, moment to moment, as a very real living vow. – From Master Dogen’s 300 Koan Shobogenzo (The True Dharma Eye), Case 105 – “The Hands and Eyes of Great Compassion”
Loving greetings and welcome into the season of Spring, a time of release, renewal and transformation. It is in that spirit that I invite you to join our spiritual family as together we take a deep dive into our monthly theme, “Seeing through the Eyes of Spirit.” I look forward to sharing each Sunday with […]
Eyes on Eternity Pt 2Hell is a real place of torment that Jesus wants to save people from2 Corinthians 4:18Matthew 7:13-14Luke 16:19-31Matthew 25:41Mark 9:43-48Matthew 13:49-50Matthew 22:13Revelation 20:11-15Matthew 11:20-24
A discussion about and look into the stories, the history and personalities that came together to make the silent feature, "Eyes of Youth" in 1919. Directed by Albert Parker and starring Clara Kimball Young and an up-and-coming Rudolph Valentino. This episode is the next in our ongoing series focused on all things Rudolph Valentino. In this episode, we look at the earliest acting exploits of the young Italian actor.Bluesky - @goldensilentscastInstagram - goldensilentscastTwitter/X - @goldensilents1#silentfilm #silentfilms #silentmovie #silentmovies #valentino #rudolphvalentino #classicfilm #hollywood #pittsburgh #italy #italianfilm #clarakimballyoung #filmdiscussion #filmpodcast #moviediscussion #moviepodcast #filmhistory #moviehistory #italianhistory
Proverbs 20:12 says, "The hearing ear and the seeing eye, the LORD has made them both." But reality forces us to ask hard questions.
What if revival isn't as complicated as we've made it? In this powerful episode of the Eyes on Jesus Podcast, Tim and Drew unpack the four simple yet costly keys to revival taught by Evan Roberts during the historic Welsh Revival. At just 26 years old, this unknown coal miner became the catalyst for a movement that transformed an entire nation—not through strategy, platforms, or church growth systems, but through repentance, surrender, obedience, and bold faith. If you're hungry for revival but tired of performance-driven Christianity, this conversation will challenge everything you thought you knew about spiritual awakening.Together, we dive deep into the heart posture that prepares the church for a move of God: confronting hidden sin, removing distractions that dull spiritual hunger, learning to obey the Holy Spirit in everyday moments, and boldly confessing Jesus in a culture growing increasingly hostile to truth. This episode isn't about hype—it's about holiness. It's about personal revival before corporate revival. Could the reason revival tarries today be because we've complicated what God made simple? Watch to the end as we share practical steps you can apply immediately to ignite spiritual fire in your own life, your family, and your church.Check out our merch store! https://eyesonjesuspodcast-shop.fourthwall.com/Get all our links in one easy place! https://linktr.ee/eyesonjesuspodcastGet the Eyes on Jesus 90 Day Discernment Devotionalhttps://a.co/d/3v8963sJoin our Group on Facebook- Eyes on Jesus podcast community https://www.facebook.com/groups/eyesonjesuspodcastEmail feedback, questions or show topic ideas to eyesonjesuspodcast@outlook.comFor more information on Drew Barker: Follow Drew on Instagram https://www.instagram.com/pastordrewbarkerDrew's church's website https://yes.online/For more information on Tim Ferrara: Get all his links in one place- to his social media, all 3 of his books, and more at https://linktr.ee/discerning_dad
Why does it bother us when someone doesn’t seem to like us? In this episode, we unpack the tension between people-pleasing and God-pleasing. While the desire to gain favor with others can stem from good intentions, it can easily shift into seeking approval instead of living from love. Scripture reminds us that our ultimate aim is not to please people — but to love them well. When love and faithfulness guide our thoughts, words, and actions, we find ourselves resting in God’s approval rather than striving for human validation. What We Discuss The difference between loving people and pleasing people Why human approval is unstable How our hearts can deceive us Filtering our actions through biblical love What it truly means to gain favor in God’s sight This episode is sponsored by Trinity Debt Management. If you are struggling with debt call Trinity today. Trinity's counselors have the knowledge and resources to make a difference. Our intention is to help people become debt-free, and most importantly, remain debt-free for keeps!" If your debt has you down, we should talk. Call us at 1-800-793-8548 | https://trinitycredit.org TrinityCredit – Call us at 1-800-793-8548. Whether we're helping people pay off their unsecured debt or offering assistance to those behind in their mortgage payments. https://trinitycredit.org Full Transcript Below: Gaining Favor in the Eyes of God and Others By Keri Eichberger Bible Reading:Let love and faithfulness never leave you; bind them around your neck, write them on the tablet of your heart. Then you will win favor and a good name in the sight of God and man. (Proverbs 3:3-4) The sad truth is, it sincerely upsets me when someone doesn’t seem to like me. And though I’ve certainly struggled with people-pleasing, I’ve come to the conclusion that my concern over how another may perceive me isn’t just about pleasing the person. Not to mention, I know people are impossible to always please. But I’m beginning to believe the majority of my mission to receive favor in the eyes of others is rooted in the desire to do the right thing. Not necessarily by them, but by God. But to be honest, discerning the God-honoring way can be tricky at times. Because my heart and mind can deceive me. That’s true for all of us. We may tell ourselves our words and actions are justified and right. But too often our human flesh naturally prompts us toward selfish motives. So occasionally, when someone seems to have an issue with me, I start to wonder if they are sensing such behavior, and are justified in their ill thinking and feelings. On the flipside, if someone seems to be pleased with me, if I appear to have their favor, it sometimes serves as an indicator that I’m on the right path. But then again, this thought process is flawed as well. Do you ever personally fall into people-pleasing? Or simply and strongly desire to gain favor in the eyes of others? If, like me, you do find yourself aspiring to find right standing with people, why does it matter to you? Though the more important questions we should consider are: What really matters? And who really matters? We certainly can’t always please people, because we are all flawed and imperfect. But we aren’t called to please people anyway. We are called to love them. God is the only one we should ultimately aim to please. He alone is whom we ought to set our hearts on pleasing. He is who we ought to set out to please. Because of our love for God—because he first loved us. And what is pleasing to God is our loving him and loving others. Our goal should not be to please others, but to love others—for the sake of God and our love for him. In our quest to transition from pleasing to loving, our goal should also be to love the way God called us to love. The way Jesus loved. And I’m sure you’re closely familiar with this passage, but he perfectly describes how he longs for us to love in 1 Corinthians 13. Verses 4-7 read, Love is patient, love is kind. It does not envy, it does not boast, it is not proud. It does not dishonor others, it is not self-seeking, it is not easily angered, it keeps no record of wrongs. Love does not delight in evil but rejoices with the truth. It always protects, always trusts, always hopes, always perseveres. This type of love is a tall order, no doubt. But this is a replica of what love looks like in the eyes of our all-loving Lord. These are the attributes we should aim for in learning to love. And as we learn to love more and more like God commanded us to love, we will find favor in his eyes and of others. Intersecting Faith & Life: Proverbs 3:3 encourages us to, Let love and faithfulness never leave you; bind them around your neck, write them on the tablet of your heart. And verse 4 claims, Then you will win favor and a good name in the sight of God and man. So, if you desire to find favor with the Lord and those around you, let love never leave you. Instead of seeking to please people, make it your life mission to love better. Practice filtering your thoughts, decisions, words, and every action through the First Corinthians love filter. Are your actions patient, humble, kind, selfless, drenched in truth and holiness? Are your words those of protection, trust, hope, and perseverance? This is love. While it’s not necessarily wrong to desire to want to please others, the heart and goal behind this desire should truly be to love them. As God would love. For the sake of God. Determine to root your desire to gain favor with those around you in your desire to please God. Let that desire to please God fuel your fire to love like God. And in loving like him, you may gain favor with others, but your striving to please people will be replaced with refreshed and confident rest that you are pleasing in the eyes of our good God. And that is all that really matters. If you liked what you read, I think you will love my latest book, Win Over Worry: Conquer What Shakes You and Soar With the One Who Overcomes. You can find it on Amazon or your favorite online retail site. I hope it blesses you! Discover more Christian podcasts at lifeaudio.com and inquire about advertising opportunities at lifeaudio.com/contact-us.
The Alliance for Civics in the Academy hosts "What Counts as Success? Assessing the Impact of Civics in Higher Ed" with Trygve Throntveit, Rachel Wahl, Joseph Kahne, and Peter Levine on February 18, 2026, from 9:00-10:00 a.m. PT. As higher education renews its commitment to civic education, questions about how to define and measure success have become increasingly urgent. This webinar examines the strengths and limitations of common metrics and considers how different measures reflect competing visions of civic purpose in higher education. Participants explore emerging frameworks for assessing civic learning and engagement, and discuss how institutions can align assessment practices with their educational missions and democratic goals. ABOUT THE SPEAKERS Rachel Wahl is an associate professor in the Social Foundations Program, Department of Educational Leadership, Foundations, and Policy at the School of Education and Human Development at the University of Virginia. She also serves as Director of the Good Life Political Project at the UVa Karsh Institute of Democracy. Her research focuses on learning through public dialogue between people on opposing sides of political divides. Her most recent book is Keeping Our Enemies Closer: Political Dialogue in Polarized Democracies (University of Pennsylvania Press, forthcoming October 2026). Her prior research focused on efforts by community activists to change police officers' beliefs and behavior through activism and education, which is the subject of her first book, Just Violence: Torture and Human Rights in the Eyes of the Police (Stanford University Press, 2017). Her research has been funded by donors such as the Educating Character Initiative, the Spencer Foundation and National Academy of Education, the Carnegie Corporation, and the federal Institute of International Education. Joseph Kahne is the Ted and Jo Dutton Presidential Professor for Education Policy and Politics and Director of the Civic Engagement Research Group (CERG) at the University of California, Riverside. Professor Kahne's research focuses on the influence of school practices and digital media on youth civic and political development. For example, with funding from the Institute of Educational Sciences (IES), and in partnership with scholars from Ohio State, Brown, and UCR, CERG has launched and is studying the impact of Connecting Classrooms to Congress (CC2C). CC2C is a social studies curricular unit that enables students to learn and deliberate about a controversial societal issue and then participate in an online townhall with their Member of Congress. In addition, Kahne and CERG are currently studying the Educating for American Democracy Roadmap. This work takes place through a partnership with reformers and school districts in NM, OK, and LA. In addition to studying the impact of these curricular experiences on young people's civic development, with John Rogers, we are currently devoting particular attention to the politics of democratic education. We are examining ways the political contexts of school districts shape possibilities for democratic education and the varied ways educators respond. Professor Kahne was Chair of the MacArthur Foundation's Youth and Participatory Politics Research Network. Kahne was a member of the American Academy of Arts and Sciences Commission on the Practice of Democratic Citizenship. He currently chairs the Educating for American Democracy Research Task Force. Professor Kahne is a member of the National Academy of Education and a Fellow of the American Educational Research Association. He can be reached at jkahne@ucr.edu and his work is available at https://www.civicsurvey.org/ Trygve Throntveit, PhD, was appointed Research Professor in Higher Education and Associate Director of the Center for Economic and Civic Learning (CECL) at Ball State University in August of 2025. During the previous five years, he served as Director of Strategic Partnership and Civic Renewal Programming at the Minnesota Humanities Center (MHC), and as Global Fellow for History and Public Policy at the Woodrow Wilson International Center for Scholars. At MHC, Dr. Throntveit expanded the Third Way Civics (3WC) initiative for undergraduate civic learning--which he first developed with partners at Ball State and Southeastern Universities in 2019--into a multi-state program, training dozens of faculty in Minnesota, Indiana, Florida, Missouri, and Montana to infuse student-centered, active civic learning into their regular courses and helping several colleges and universities build the original, US history and politics version of 3WC into their general curricula. As a result of his work on Third Way Civics, was selected by Campus Compact and the Civic Learning and Democracy Engagement coalition to co-author an upcoming guide to designing and implementing rigorous civic learning opportunities across the undergraduate curriculum, and has delivered presentations and workshops on 3WC and civic learning more generally across the United States as well as Austria, Germany, Japan, and Korea. Trained as a historian, Dr. Throntveit is an active scholar in the fields of history and political theory as well as civic learning, having published articles and books examining past and present developments in US politics, foreign policy, and social thought and served for eight years as editor of The Good Society, the journal of the transdisciplinary Civic Studies field. He has taught at Harvard University, Dartmouth College, and Minnesota State University-Mankato, and has overseen public humanities programs bringing communities into productive conversation across their differences on issues as diverse as election integrity, US-Tribal relations, and water use. Dr. Throntveit lives and works in Minneapolis, where oversees the increasingly national 3WC initiative and also directs the Twin Cities-based Institute for Public Life and Work, which he co-founded with Harry C. Boyte and Marie-Louise Strom in 2021. Moderator Peter Levine is a philosopher and political scientist who specializes on civic life and has helped to develop Civic Studies as an international intellectual movement. In the domain of civic education, Levine was a co-organizer and co-author of The Civic Mission of Schools (2003), The College, Career & Citizenship Framework for State Social Studies Standards (2013) and The Educating for American Democracy Roadmap (2021). He is also the author of eight books, including most recently We Are the Ones We Have Been Waiting For: The Promise of Civic Renewal in America (Oxford University Press, 2013) and What Should We Do? A Theory of Civic Life (Oxford University Press, 2022).
In Episode 346 – February 2026 Month in Review, Through a Therapist's Eyes revisits three powerful conversations that all circle one core theme: how unseen wounds shape the self. In Episode 343, we unpacked why emotional abuse—chronic criticism, gaslighting, humiliation, control disguised as love—can damage a person's identity just as deeply as physical harm, especially because it thrives in ambiguity and leaves no visible bruises. In Episode 344, we explored emotional neglect, the quiet absence of attunement that teaches someone their inner world doesn't matter, whether in parenting, marriage, friendships, or even self-relationship. Then in Episode 345, we began breaking the silence around male sexual abuse and sex trafficking, challenging cultural myths, examining how trauma rewires the nervous system, and asking whether survival responses like shutdown, anger, or hyper-control have been mistaken for personality. This month's review brings these threads together with practical questions and clinical insight, inviting listeners to reconsider what abuse really looks like—and how healing begins when what was hidden is finally named. Tune in to see February Month in Review Through a Therapist's Eyes.
Episode 170 with my lovely wife Stefanie, who is back to talk surviving our first year as parents… You'll hear about milestones, guilt, patience, memories, sleep, plus how time has no meaning and much much more... Mentioned and Helpful Links from This Episode AgentPalmer.com You and Me makes Three Adventures as New Parents Other Links Remembering Lilith Fair and lamenting the progress left behind Eyes of the Dragon made we want more from Delain, but maybe not from Stephen King Stefanie Stershic was a Special Guest Executive Producer Music created and provided by Henno Heitur of Monkey Tongue Productions. --End Show Notes Transmission--
Guerssen Records, disquera de Lleida fundada por Antoni Gorgues, protagoniza este episodio. Casa especializada en labores arqueológicas que celebra 30 años de andadura. Entre sus últimos lanzamientos figura la reedición del segundo álbum de The Jaybirds, “Going our own ways” (1998), trabajo que coronó a estos austriacos como una de las mejores bandas del R&B Freakbeat de su tiempo. Excavando aún más hondo, han rescatado el único álbum lanzado en 1970 por los canadienses “It’s All Meat”, así como una compilación con todo el material de The Eyes, oscura y sorprendente banda londinense de mediados de los 60. Tres fantásticos discos de material sepultado por el paso del tiempo y que merecían que se arrojase luz sobre ellos.Playlist;THE JAYBIRDS “Harpstrut”THE JAYBIRDS “Going our own ways”THE JAYBIRDS “Why did you go”THE JAYBIRDS “Take it easy”THE JAYBIRDS “Try it”THE JAYBIRDS “I wanna be free”Versión y Original; JOE TEX “I wanna be free” (1963)IT’S ALL MEAT “Mak some use of your friends”IT’S ALL MEAT “Roll my own”IT’S ALL MEAT “Feel it”IT’S ALL MEAT “Pity in the city”THE EYES “When the night falls”THE EYES “My degeneration”THE EYES “You’re too much”THE EYES “The immediate pleasure”Escuchar audio
"Don't stop Sweetheart. Eyes in front."---While studying with your boyfriend, you're more interested in distracting him than reviewing formulas.You tease and keep pushing his buttons just to get a reaction. It usually goes yor way, but this time he plays along.Your boyfriend isn't against using a more hands-on approach. If you can manage to focus, that is.---IF YOU WOULD LIKE TO HEAR THE FULL SPICY VERSION OF THIS AUDIO, YOU CAN LISTEN HERE Hosted on Acast. See acast.com/privacy for more information.
No one plans to drift. No one plans to lose focus. No one plans to slowly trade what matters most for something temporary. And yet...it happens. In this message from our Eyes on the Prize series, we talk honestly about temptation: how it works, why it’s powerful, and how to overcome it before it pulls you off course. The Bible says sin “easily entangles” us. That means it rarely shows up loud and obvious. It shows up subtle. Normal. Manageable. Until it isn’t. In this sermon, you’ll discover: • Why temptation is common (and you’re not alone) • How sin begins in the heart, not just behavior • Why certain compromises are more destructive than we think • Practical, biblical steps to fight temptation • How real freedom is found in Jesus...not willpower This isn’t about guilt. It’s about clarity. It’s about freedom. If you’ve ever felt pulled in two directions… If you’ve ever wanted to stop a pattern before it became a problem… If you’re ready to live with purpose instead of regret… This message is for you.
Loving greetings and welcome into the season of Spring, a time of release, renewal and transformation. It is in that spirit that I invite you to join our spiritual family as together we take a deep dive into our monthly theme, “Seeing through the Eyes of Spirit.” I look forward to sharing each Sunday with […]
Eyes on Eternity Pt: 1Life is short, eternity is long; choose your destination now.2 Corinthians 4:16-18Luke 16:19-31Luke 23:42-432 Corinthians 12:2-42 Corinthians 5:8Philippians 1:23Hebrews 11:10 & 16Hebrews 12:22Hebrews 13:14Revelation 1:18Revelation 20:13-15
This week on the Deadpod, we roll into the second set from the band's show at Pauley Pavilion, UCLA, on February 21, 1982. The set kicks off with a lively China → Rider that flows effortlessly into a spacious Estimated Prophet. The jam here has a jazzy, relaxed vibe, with Bobby laying down some especially tasteful rhythmic textures. Eyes of the World follows — played at that brisk early-'80s tempo that might not be everyone's favorite, but Garcia's soaring fills more than make up for it. After Drums and Space, the band launches into a fascinating Not Fade Away, led off by a wonderful Phil Lesh intro that gradually gathers steam as each player adds their voice to the mix. It builds into a full-on whirlwind, topped by some of Bobby's trademark calls to the crowd. A heartfelt Brokedown Palace encore closes things out beautifully after a spirited Sugar Magnolia. Grateful Dead Pauley Pavilion - University of California Los Angeles, CA 2/21/1982 - Sunday Two China Cat Sunflower > I Know You Rider > Estimated Prophet > Eyes Of The World > Drums > Space > Not Fade Away > Stella Blue > Sugar Magnolia Encore Brokedown Palace You can listen to this week's Deadpod here: http://traffic.libsyn.com/deadshow/deadpod022726.mp3 Thank you so much for your kind support
Eyes on Iran. With the largest and most advanced US aircraft carrier in position on Israel's porch, the US Embassy evacuates all Americans from Israel, saying "time is of the essence." Hillary Clinton doesn't remember meeting Jeffrey Epstein, never stayed at his properties and only had casual associations with Ghislaine Maxwell. When asked about photos of what Bill was doing with women and Epstein she replies a dozen times, "You'll have to ask my husband." We remind the Clintons about the penalty for perjury as we unearth well documented proof that the entire Clinton crime family were regulars at Epstein's New Mexico ranch.
Ownership in eventing rarely follows a straight line. For Alex Wakeley, it has been shaped by family history, a first tentative run at BE80, and a young grey bought quietly after the Rio Olympics who would go on to win at Le Lion d'Angers. In this episode of Through the Owners' Eyes, Nicole Brown sits down with Alex, owner of Cristal Fontaine and Chairman of the Event Horse Owners Association, to talk about what ownership really looks like. From the highs of a six-year-old World Championship title with Kitty King to the realities of injury management, long seasons, and knowing when a horse owes you nothing more, Alex reflects on the full ownership journey. Highlights From first event nerves to owning a Le Lion d'Angers six-year-old World Champion Buying young, trusting instinct, and choosing the right rider The realities of injuries, longevity, and horse welfare at the top level Syndicates, access, and bringing younger owners into the sport The role of the Event Horse Owners Association, from hospitality to advocacy Guest Alex Wakeley, event horse owner, Chairman of the Event Horse Owners Association For more information on the Event Horse Owners Association, including membership, owner hospitality at events, and grassroots initiatives, visit the Event Horse Owners Association. This episode is powered by EquiRatings Horse Sales,the data-driven way to find your next superstar. From performance metrics to potential and price, EquiRatings helps take the guesswork out of buying and selling horses. Find out more here. EquiRatings Eventing Podcast: Don't forget to follow us on Instagram and Facebook.
Stream this episode of SLUG Soundwaves to hear interviews with Cathode, David Payne, Eyes of Eva, The Glitter Bombs, IMAG!NARY FRIENDZ and Number One Babe Team! … read more The post Episode #497: SLUG's 37th Anniversary Party (part 1) first appeared on SLUG Magazine.
Daniel Chamberlain and Coach Kenny Simpson open with February coaching updates, including state conventions, the coaching carousel, and clinic season, and discuss the difference between social/job-networking clinics and scheme-intensive clinics. They share an Abraham Lincoln discipline quote and relate it to the GWAT 100 February mileage challenge. Kenny promotes his books (Complete Guide to Buck Sweep from the Shotgun and O-10 to 10-0), the Gun-T system update (7.0), and the move of Gun-T resources to gunteesystem.com, then lists upcoming Gun-T clinics (Sacramento, Houston, Ohio, Boston, and a newly added Tampa clinic March 20–21). Daniel promotes the 4-2-5 Defense Clinic in Boston (March 13–14), possible Naples, Florida dates, speakers including Brady Bradbury and a Massachusetts state-championship coach host, and notes early-bird pricing and hotel deadlines. The main topic is in-game adjustments: defining them as planned, built-in counters to unexpected looks or opponent changes (personnel, fronts, coverages, or targeted matchups), not desperation play-calling. They emphasize preparing adjustments in the offseason, keeping a small, concept-based system with tags, practicing answers during the week, assigning coaches specific “eyes” (front, back end, formations, fits), and communicating clearly between drives and at halftime, with great coaches adjusting in real time. Examples include flood-and-go, pop pass, false pulls, and formation changes when opponents struggle to align. They discuss evaluating adjustment ability (between drives vs halftime vs “we'll fix it next week”), and the importance of writing down halftime plans. A “situation of the week” covers facing an unexpected bear front after preparing for two-high; Kenny explains abandoning dead scripted calls, using numbers/space and built-in tools, and coordinating quick conversations with line and QB coaches to adjust run game, protections, and pass/RPO answers before the next series. They close with sponsor mentions (Aport video boards and fundraising, Winning Edge Performance Analytics, Blended Threads), and share where to find them and the podcast on social media.00:00 Welcome + February Coaching Carousel & Clinic Season00:30 State Conventions: Networking, Gossip, and What Clinics Are Really For02:55 Quote of the Week: Discipline (Lincoln) + Team Themes Update04:14 G-Watt 100 Challenge: Discipline in Real Life05:42 Books, Gun-T System Updates, and New Website Resources07:56 Upcoming Clinics Tour + 4-2-5 Boston Details12:45 Today's Topic: What Are In-Game Adjustments?19:03 Why In-Game Adjustments Matter (Neutralize Strengths, Exploit Weaknesses)24:39 How Great Coaches Adjust: Between Drives, Halftime, and Preparation30:16 Practical Steps: Defensive Adjustment Process (Don't Chase Ghosts)31:29 Defensive End-Game Adjustments: Stop the Star, Pressure the Backup QB33:03 Offensive Built-In Answers: Tags, Flood-and-Go, and Planning for Counters34:08 Practice Like Friday: Scout-Team Freedom & Midweek Adjustment Reps35:51 Coach's Eyes & In-Game Communication: Assigning Keys and Spotting Trends36:50 Halftime Case Study: Real Adjustments vs Desperation Calls38:24 Pregame Film Study & Learning from Officials' Keys41:46 Write It Down: Call Sheets, Walking Halftime Meetings, and Staying Organized43:15 System Design: Modular Tags, Communicable Calls, and Player Ownership49:11 Situation of the Week: Too-High to Bear Front—Immediate Game-Day Response55:37 Sponsors, Clinics, Where to Find Us, andDaniel Chamberlain: @CoachChamboOK ChamberlainFootballConsulting@gmail.com chamberlainfootballconsulting.com Kenny Simpson: @FBCoachSimpson fbcoachsimpson@gmail.com FBCoachSimpson.com
God has not run out of mercy — not for you, not today.Thursday, Feb 26, 2026 — Isaiah 40. Today's chapter comes with a little birthday roast (Joseph turns 40 on Isaiah 40… the Lord has jokes), but then Isaiah flips the whole room.Yes—verse 31 is in here. We love it. But today we zoom in on the truth underneath the verse everyone posts:People fade. Nations fade. Enemies come and go. “All flesh is grass…” But the Word of our God stands forever.That means when everything in your life gets shaken—what lasts is what God said. So don't just wear the verse on a shirt… put it in your soul. Read it. Live it. Speak it.And then Isaiah fires a command that changes your posture: “Behold your God.” Eyes up. Distractions down. Faith forward.This episode is a call to anchor your life in what can't fail, and to become the kind of person Isaiah describes: the one who climbs the mountain and heralds good news—because beautiful feet belong to people who actually carry the gospel.Fade-proof Word. Fixed focus. Bold proclamation. Isaiah 40 doesn't just encourage you—it re-centers you.
The Go Radio Football Show: 26th of February 2026. PLAY and HIT SUBSCRIBE, and NEVER miss an episode! Packed with breaking news, major revelations, match analysis, and a storm of opinion, the show dives straight into the heart of Celtic's European night in Stuttgart — and the deepening tensions shaping the club's future. The headline moment? A major exclusive from Lord Willie Haughey, who unveils a fan‑driven initiative that could reshape Celtic's governance and reconnect a fractured relationship between supporters and the board. Across the mic, Paul Cooney, Charlie Mulgrew, and Mark Guidi peel back every layer: the finances, the frustrations, the atmosphere, and the growing calls for unity. The Big Exclusive — Lord Willie Haughey's £10M Fan Plan Launch of the Season Ticket Alliance Trust, an initiative aiming to unite 54,000 season‑ticket holders. Haughey pledges £2 million for every 10,000 fans who join, potentially contributing over £10 million to acquire shares on behalf of supporters. Long‑term vision: restore harmony, empower fans, and potentially secure fan representation at board level. Immediate goals: rebuild unity, help bring the Green Brigade back, and influence club recruitment strategy. Callum McGregor — Play or Protect? Heated discussion on whether the captain should've been rested. Concerns about fatigue, workload, leadership burden, and the risk ahead of Ibrox. Insight into how crucial McGregor remains despite the strain. The Rift: Fans vs Board The panel explores the discontent brewing for months: recruitment failures, communication issues, and fan‑board disconnect. Why certain signings haven't improved the squad — and how the “same old system” of recruitment has backfired. VAR & Refereeing Crisis Strong criticism of VAR's over-involvement and inconsistent decision‑making. Martin O'Neill's blistering comments on the Trusty red-card appeal: “In time, we won't need referees… VAR will do it all.” Insight into why referees avoid big calls and how the marking system discourages decisive officiating. Eyes on Ibrox — Rangers v Celtic Preview Tactical predictions: Will Celtic go to a back five? Rangers confidence after their comeback vs Livingston. Who leads the line for Celtic? Bold scoreline predictions for Sunday's blockbuster. Hearts, Motherwell & the Title Race Twist Why Hearts might quietly be in pole position. The mathematics of Motherwell's surprise title chase — could they really pull off the impossible? Follow us @thisisgoradio on Instagram, Facebook, LinkedIn and Tik Tok The Go Radio Football Show, weeknights from 5pm-7pm across Scotland on DAB, YouTube, Smart Speaker - launch Go Radio - and on the Go Radio App. IOS: https://apps.apple.com/gb/app/go-radio/id1510971202 Android: https://play.google.com/store/apps/details?id=uk.co.thisisgo.goradio&pcampaignid=web_share In Association with Burger King. Home of the Whopper, home delivery half time or full time, exclusively on the Burger King App https://www.burgerking.co.uk/download-bk-app. Watch the Replay on YouTube: https://www.youtube.com/live/j1bBWs1fE1o?si=NvgrffqOGa6Kqf-H For more Podcasts from Go Studios, head to: https://thisisgo.co.uk/podcasts/ Facebook: https://www.facebook.com/share/1ATeQD...
Inviting listeners to question the nature of reality, consciousness, and perception, Alan Watts explores the limits of what the mind can truly know.This series is brought to you by the Alan Watts Organization and Ram Dass' Love Serve Remember Foundation. Visit Alanwatts.org for full talks from Alan Watts.Today's episode is brought to you by BetterHelp. Give online therapy a try at betterhelp.com/alan and get on your way to being your best self.This time on Being in the Way, Alan Watts explains:Solipsism and how it subtly shapes modern human consciousnessThe philosophical case for idealism and the nature of reality as mind-dependentRelativity and how things exist for the purpose of other thingsThe mind as a mirror and the illusion of an objective, external viewpointConsidering how the spiritual world affects the material worldThe enduring philosophical question: What exists when no one is observing?The Four Buddhist Inconceivables and the limits of conceptual thought"Being is always being for something; it is, in other words, relational. The sun is light for eyes. Eyes are organs of vision for a mind. If there are no eyes, the sun gives forth no light. If there are no nerve ends it gives forth no heat. If there are no muscles, nothing is heavy.” –Alan WattsSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
What if the biggest issue in your marriage, friendships, and even your church relationships isn't lack of love… but speaking the wrong language? In this powerful and practical episode of the Eyes on Jesus Podcast, Tim sits down with bestselling author and marriage counselor Gary Chapman, the voice behind The 5 Love Languages, to uncover the deeper heart behind his newest book, The Love Language That Matters Most. This conversation goes far beyond surface-level relationship advice and gets to the spiritual foundation of love—intentionality, sacrifice, humility, and Christlike commitment. Why do people still feel unseen even when their spouse is “doing all the right things”? What are the hidden “dialects” of love that most Christians miss? And how can understanding them transform not only marriages, but families, friendships, and the Church?Dr. Chapman shares wisdom from over 50 years of ministry, counseling, and marriage, revealing why love is a daily decision—not just a feeling. From the power of listening and empathy to the dangers of scorekeeping and manipulation, this episode challenges believers to reflect the love of Jesus in every relationship. If you want revival in your home, stronger connection in your marriage, and deeper unity in the Body of Christ, this episode will equip and encourage you. Watch until the end as Dr. Chapman gives practical steps you can apply immediately to keep your “love tank” full and your focus on Jesus.Connect with Dr. Chapman's resources at Discover Your Love Language® - The 5 Love Languages® (Official Quiz)Check out our merch store! https://eyesonjesuspodcast-shop.fourthwall.com/Get all our links in one easy place! https://linktr.ee/eyesonjesuspodcastGet the Eyes on Jesus 90 Day Discernment Devotionalhttps://a.co/d/3v8963sJoin our Group on Facebook- Eyes on Jesus podcast community https://www.facebook.com/groups/eyesonjesuspodcastEmail feedback, questions or show topic ideas to eyesonjesuspodcast@outlook.comFor more information on Drew Barker: Follow Drew on Instagram https://www.instagram.com/pastordrewbarkerDrew's church's website https://yes.online/For more information on Tim Ferrara: Get all his links in one place- to his social media, all 3 of his books, and more at https://linktr.ee/discerning_dad
In this episode, we sit down with Dr. John A. King—founder of Give Them A Voice Foundation—to break the silence around male sexual abuse and sex trafficking. We confront cultural myths, unpack grooming and trauma bonding, and explore how PTSD often shows up in men as anger, shutdown, hyper-independence, or shame. Drawing from insights in Trauma and Recovery and research from the Centers for Disease Control and Prevention ACE Study, this episode challenges listeners to examine minimized trauma, misplaced shame, and survival patterns that may be masking deeper wounds. Tune in to the PTSD from Male Sexual Abuse & Sex Trafficking Through a Therapist's Eyes.
J Darrin Gross I'd like to ask you, Caleb, Christopher, what is the BIGGEST RISK? Caleb Christopher I'm going to answer with a categorical answer. I think the biggest risk is any risk that you either refuse or fail to identify and seek to address, like you talked about, what bucket can I put it in? Can I transfer it or do I have to accept it? But the ones where you don't have the eyes wide open, the ones that catch you unawares, are the biggest risks. So I think the biggest risk comes from a reluctance to engage either JV partners or consultants or attorneys or any general education, leaving yourself open to be blindsided by something you didn't see coming. That is very well said. Eyes wide open and make sure you understand the risk. That's good. Caleb, where can listeners go if they'd like to learn more or connect with you? https://creativetc.io/
He read the entire New Testament in a weekend. Fasted for 40 days. Got a Bible college degree. Got ordained. Pastored a church.And after all of that — 10 years of trying — he still couldn't hear God's voice.Mark Virkler wasn't casual about his faith. He was desperate for it to work. But every method he tried led to the same result: silence. No one could explain what God's voice actually sounded like. One teacher called it "subterranean rumblings of the spiritual mind." Another said "you just know that you know." None of it helped.Then one morning, God woke him up with a voice he couldn't ignore and pointed him to Habakkuk 2:1-2 — where he found 4 simple steps that changed everything:Stillness — quiet yourself and get beyond your own thoughtsVision — fix the eyes of your heart on JesusFlow — tune to spontaneous, flowing thoughtsJournaling — write down what you receiveWhat surprised Mark most? He realized he'd been hearing God his whole life — he just didn't know what to listen for. Those "brilliant thoughts" that seemed to come out of nowhere? That creative solution? That nudge to call someone? That was God. He'd just been attributing it to his own mind.In this conversation, Mark shares the full story — the 10 years of frustration, the wrong definitions that kept him stuck, the moment it broke open, and how an 8-year-old granddaughter now uses these same steps every single day.If you've ever thought "Why can't I hear God?" — this might be the reason.
Hana Beaman has been a top level pro snowboarder for almost 30 years. She's done the contests, collected the hardware, then went into the backcountry to film. After yeaers behind the lens, she went back to a differnt type of competing, won some more hardware (Natural Selection Tour) and cemented her legacy as one of snowboarding's living legends. On the podcast, we catch up after 10 years and talk about her career evolution, the new Full Moon project and more. It's another good one with one of the coolest people and fun personalities in snow. Hana Beaman Show Notes 4:00: Japan, Gameshows, Olympics, and Sponsors 21:00: Ski Idaho: With 19 mountains, a ton of snow and no lift lines, why wouldn't you Visit Idaho Best Day Brewing: All of the flavor of your favorite IPA or Kolsch, without the alcohol, the calories or sugar. Insta360 Cameras: The only action sports cam that matters. Get a free gift with purchase over at the site. 24:00: Investing in the future, Red Bull regrets, "Listen to the Eyes", risk, close calls, AK, Baker Road Gap, and being around men her whole career 40:00: Elan Skis: Over 75 years of innovation that makes you better. Outdoor Research: Click here for 25% off Outdoor Research products (not valid on sale items or pro products) 42:00: Grenade, pandemic plan B's, Natural Selection, validation, and Full Moon 2 61:00: Inappropriate Questions with ???
Markets juggle fresh tariff headlines, bond market volatility and looming tech catalysts. David Kelly, Chief Global Strategist at JPMorgan, and Ayoka Yoshioka, Senior Investment Strategist at Wealth Enhancement, assess the market action as stocks decline. Barry Sternlicht, Chairman and CEO of Starwood Capital, weighs in on the state of commercial real estate and travel demand, offering a read on credit conditions and economic resilience. Crypto's roots and future with Dr. Adam Back, exploring the origins of Bitcoin and how digital assets fit into today's macro environment. Eyes then turn to NVIDIA: Patrick Moorhead, founder and CEO of Moor Insights & Strategy, previews what's at stake for AI, semiconductors, and the broader tech trade. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
Away from the decks at the moment, so enjoy my trip through the archives. The Sounds Of The Country - Wednesday, January 23rd 2019 https://www.facebook.com/DJYokel/Like this, check out more dj's here... Listen & Chat - Vocal Booth RadioTracklisting ==========Something In BetweenAdriatique - SIAMESE KalamaSpellband - MoBlack RecordsChaptersJust Her Eyes of RoojEarly Morning - Sudam RecordingsSave the Children (David Mayer Remix)Zakir, David Mayer - Sol SelectasIn Love With This Vibe (Charles Webster Bear Friendly Main Mix)Terrasoul, JYD, Charles Webster - Seasons LimitedDo You Still Think of Me?Adam Port - KeinemusikKantiPaso Doble, Toshi - MoBlack RecordsAphotic Zone (Original Mix)Nawfel - DM.RecordingsKhaya (Original Mix)Jonathan Kaspar - ObjektivityBurning Soul (Extended Mix)Cioz - Subjekt RecordingsWe Are TribalLowton - Lowton RecordsSamarro (Original Mix)&lezIguana (Original Mix)Claude Monnet, Francesco TarantiniIgazi (Original Mix)Sifa and Ivory (IT) - Sol EternoMeraki (Original Mix)Yamil, Rodrik - NuLu ElectronicCaravan (Original Mix)Ezel - Bayacou RecordsFETZEN (DJUMA SOUNDSYSTEM & WESTERBY REMIX)Tube & Berger - Kittball
Up in the middle of the night at 2:37 a.m. like clockwork? Toss and turn, desperately trying to slip into slumber? Eyes pop open at 4 a.m. though you'd really love to sleep in till at least 6? Are you just tired all the time? Welcome to the sleep syndrome of menopause–a common cluster of midlife sleep problems this week's guest Dr. Andrea Matsumura treats every day. We break down what's behind women's sleep woes, including sleep apnea, lifestyle factors, and of course menopause. She also shares her DREAM Method as a practical framework for getting a solid night's rest.Dr. Andrea Matsumura, MD, MS, FACP, FAASM is a board-certified sleep medicine physician, menopause expert, speaker, and founder of the D.R.E.A.M. Sleep Method™. Known as Sleep Goddess MD, she specializes in helping women optimize sleep, circadian rhythm, and health during midlife. She is board-certified in Internal and Sleep Medicine, trained at the University of Texas Health Science Center at San Antonio and Oregon Health & Science University, and previously built a women-focused sleep consult service at The Oregon Clinic. Dr. Matsumura currently serves as Medical Director at Cascadia Health, is a Fellow of the American Academy of Sleep Medicine, co-founder of the M/Power Menopause Collective, and a leader in the Sleep Is Good Medicine™ campaign. Her work has been featured in The New York Times, SHAPE, SELF, and CNN Underscored. You can learn more about her and her work at andreamatsumuramd.comResourcesYou Deserve to Get Good Sleep with Andrea Matsumura, MD (Episode 91)
Most Christians don't know how to talk about Jesus. They know they ought to share their faith, but evangelism methods feel awkward and pushy. Feeling guilty and discouraged, many believers simply avoid the subject altogether. But what if there was a simple, normal way to introduce people to Jesus, without sounding like you're selling something? David McIver shares from his book "Looking for the One: Stories of Seeing the Lost, Lonely, and Broken Through the Eyes of Jesus." Check out Susie's new podcast God Impressions on Apple, Spotify, or wherever you listen to podcasts! Faith Radio podcasts are made possible by your support. Give now: click here
War Room Israel Sets Eyes On War With Turkey As US & Iran Make “Progress” In Nuclear Talks, Plus More Trans Violence Strikes Resulting In Three Deaths
In this Huberman Lab Essentials episode, my guest is Ido Portal, a movement coach and world expert on human movement. We explore the science and practice of movement, including how the nervous system shapes our actions, the distinction between reflexive and deliberate movement patterns and how emotion and awareness influence our movement. Ido shares how to build a holistic movement practice into everyday life through an exploration-based approach grounded in playfulness and self-inquiry. Thank you to our sponsors AG1: https://drinkag1.com/huberman LMNT: https://drinklmnt.com/huberman Timestamps (00:00:00) Ido Portal (00:00:20) Movement Practice, Self-Inquiry (00:02:08) Wordlessness, 3 Core Elements of the Body; Focus & Movement (00:06:35) Sponsor: LMNT (00:08:09) Mental & Physical Postures; Virtuosity (00:12:36) Vision & Eyes; Focus vs Relaxed Vision; Tool: Panoramic View (00:17:53) Hearing; Different Opinions (00:20:59) Body Shape; Developing Many Walks (00:23:53) Sponsor: AG1 (00:24:45) Playful Exploration, Openness (00:27:25) Peripersonal Space & Movement, Proximity, Reactivity, Discomfort (00:32:18) Exercise, Traditional Movements; Examination of Movement (00:37:43) Exploration; Acknowledgements Disclaimer & Disclosures Learn more about your ad choices. Visit megaphone.fm/adchoices