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On today's podcast, Chris Cillizza and Matt discuss:— Oysterman Graham Platner wins Maine's Senate primary with 73% — why this is a neutral-to-good night for him, but still a huge risk for Democrats vs. incumbent Sen. Susan Collins— Rep. Nancy Mace finishes near last in South Carolina governor primary after pushing Epstein files — Trump revenge and whether she now joins the YOLO caucus.— Sen. Lindsey Graham beats back another MAGA challenger — is he a better politician than we thought, or is SC less Trumpy than it seems?— The absolutely WILD Colorado GOP governor primary: Leading candidate claims he killed a man at age 7 and (as a civilian) called in airstrikes on ISIS— Is it fair to blame Trump for the Knicks' loss? (Hint: Chris and Matt are divided over this one.)— And MUCH more!Subscribe to Matt Lewis on Substack: https://mattklewis.substack.com/Support Matt Lewis at Patreon: https://www.patreon.com/mattlewisFacebook: https://www.facebook.com/MattLewisDCTwitter: https://twitter.com/mattklewisInstagram: https://www.instagram.com/mattlewisreels/YouTube: https://www.youtube.com/channel/UCVhSMpjOzydlnxm5TDcYn0A– Who is Matt Lewis? –Matt K. Lewis is a political commentator and the author of Filthy Rich Politicians.Buy Matt's books: FILTHY RICH POLITICIANS: https://www.amazon.com/Filthy-Rich-Politicians-Creatures-Ruling-Class/dp/1546004416TOO DUMB TO FAIL: https://www.amazon.com/Too-Dumb-Fail-Revolution-Conservative/dp/0316383937Copyright © 2026, BBL & BWL, LLC
YOLO fino all'IPO di SpaceX. Intanto inflazione al 4,2% e capex tripolare tra difesa, energia e intelligenza artificiale cambiano lo scenario. Promozione esclusiva per gli ascoltatori di Black Box: se apri un conto FINECO con il codice FINBLACK hai 10 ordini gratis per investire entro 6 mesi dall'apertura. Promo valida fino al 31/12/2026. Per maggiori info clicca qui: https://it.finecobank.com/ Scopri The Last Question, il primo Tech Summit di Black Box a Roma l'1 e 2 luglio 2026: https://thelastquestion.choramedia.com/ Iscriviti a Black Box Script, la nuova newsletter di Black Box: https://blackboxchora.substack.com/ Scopri i corsi della New Media Academy, la scuola di podcasting e digital journalism di Chora e Will: https://newmediacademy.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices
Dans cet épisode de Connecting Leaders, je reçois Rebecca Fischer‑Bensoussan, cofondatrice de YOLO (live care / soutien organisationnel du quotidien), ex‑finance (Morgan Stanley, Goldman Sachs) et mère de trois enfants.Ici, on ne parle pas “parentalité en général” : Rebecca partage des scènes très concrètes de sa trajectoire - de la PMA vécue en silence (ordi à l'hôpital à 6h, injections au bureau) jusqu'au déclic Covid (3 enfants dont un bébé + 60 personnes à manager) où la charge invisible devient ingérable.Elle explique pourquoi les femmes ne manquent pas d'ambition, mais de conditions - et pourquoi la parentalité (et l'aidance) est un sujet business : rétention, performance, engagement, RPS.On parle notamment :◾️ Du “Woman Empowerment” en finance : oser plus tôt, se vendre, ne pas attendre d'avoir coché 10 cases◾️ De la double exigence : performer comme si on n'avait pas de vie perso… et gérer la vie perso comme si on n'avait pas de carrière◾️ Du retour de congé maternité comme nouvelle prise de poste (et ce que les entreprises ratent)◾️ De l'aidance (souvent non déclarée) et de ce qu'elle coûte en bande passante◾️ De YOLO : un “double organisationnel” humain, confidentiel, et piloté par des KPI d'impact (temps retrouvé, engagement)Un épisode concret et singulier pour les dirigeants, managers et RH qui veulent concilier performance durable et réalités de vie - sans injonctions.Retrouve Rebecca Fischer‑Bensoussan sur LinkedIn : https://www.linkedin.com/in/rebecca-fischer-bensoussan/
What if the wealthiest person in the room isn't the one with the biggest bank account? What if it's the one who can take a Tuesday lunch with their kid, go fly fishing mid-week, and fall asleep at night without anxiety eating them alive? Because I know people making five million a year who can't do any of that. And I know people making 120 grand who are living fuller, freer, and happier than most. So who's actually richer? In this solo episode of The Happy Hustle Podcast, I break down what I call the Seven Freedoms Framework, the exact philosophy I use to design my own dream reality and help others do the same. This episode isn't about telling you money is bad or that ambition is wrong. It's about getting honest with yourself on what you're actually building toward, and whether the life you're grinding for is one you'd actually want to live. Here's the big shift: most entrepreneurs think what they're chasing will give them the feeling they crave. But once the money shows up, a lot of them find out they're burnt out, stressed, disconnected from their kids, strangers to their spouse, and nowhere near as happy as they thought they'd be. The problem isn't success. It's that we've been measuring the wrong thing. Freedom, not finances, is the real metric that matters. Here are the key takeaways from this episode: Time Freedom. Can you control your calendar, or does it control you? Nearly 70% of Americans say they feel disengaged at work, and most high earners report feeling time broke even when they're cash rich. You can always make more money. You cannot make more sunsets with your kids. You cannot get back the Sunday you missed or the date night you skipped. Do an audit this week. Delete and delegate whatever is draining your energy and stealing your aliveness. Location Freedom. Environment dictates happiness more than most people realize. Are you where you want to be? I didn't want to be suffocating in a city. I wanted mountain air, rivers, nature, places where I could hunt, fish, camp, and breathe. So I built my business around that. If you can't say you're living and working where you feel most alive, that's worth paying attention to. Where you are matters. Build around it. Financial Freedom. And let me be clear, this isn't about buying Lambos. It's about recurring income, low stress, high margins, and real options. Most people wildly overestimate what they actually need to feel financially fulfilled. Reduce lifestyle inflation. Stop buying status symbols that impress others but mean nothing to you. Build income streams that give you breathing room, not just a bigger number on a screen. The goal is to work less and make more, not grind more and pray harder. Creative Freedom. The ultimate flex is waking up genuinely stoked to work. Not dragging yourself to a laptop. Not grinding through tasks you hate. Podcasting, writing, speaking, creating, those are things I love. What would you be doing if nobody judged you? That answer is probably what your soul is calling you toward. Step into that and serve people from that place. That's where your real power lives. Health Freedom. Your body is the vehicle for all of it. Nearly 80% of entrepreneurs say they're on the brink of burnout or have recently burned out. If you've got money but you're inflamed, exhausted, and disconnected, you are not free. Move your body. Get outside. Do the breath work, the sauna, the cold plunge, the things that keep you sharp and whole. Pour from your overflow, not your empty. Relationship Freedom. What's the point of building an empire if you become a stranger to your family? Most entrepreneurs I know sacrifice their marriage, miss their kids' childhood moments, lose friendships, and let go of hobbies they actually love. That's not winning. Schedule the date nights, the device-free dinners, the camping trips, the deep conversations. Studies show experiences create longer lasting happiness than any material purchase ever will. YOLO, my friend. Do the damn thing. Spiritual Freedom. This one brings it all home. Freedom from comparison. Freedom from ego. Freedom from external validation and fear. Being connected to something bigger than yourself, to God, to your divine calling, to whatever gives your life real meaning beyond the grind. Ask yourself what you're actually chasing and why. Is it aligned with who you were created to be? That's the question worth sitting with. At the end of the day, this episode is a reminder that Happy Hustlin' isn't about doing more. It's about being more intentional with what you're building, so the life you create actually feels like freedom. The wealthiest people I know aren't always the richest financially. They're the freest. And that's who I'm competing to be every single day. If you're a high achiever who's tired of grinding toward a finish line that keeps moving, and you're ready to start measuring your life by freedom instead of finances, this episode is for you. Go listen to the full episode at https://caryjack.com/podcastin/. It just might be the reset you didn't know you needed. Connect with Cary!https://www.instagram.com/caryjack/https://www.facebook.com/SirCaryJackhttps://www.linkedin.com/in/cary-jack-kendzior/https://twitter.com/thehappyhustlehttps://www.youtube.com/channel/UCFDNsD59tLxv2JfEuSsNMOQ/featured Get a copy of his new book, https://www.thehappyhustle.com/book Sign up for The Journey: 10 Days To Become a Happy Hustler Online Course @ https://thehappyhustle.com/thejourney/ Apply to the Montana Mastermind Epic Camping Adventure @ https://thehappyhustle.com/mastermind/ “It's time to Happy Hustle, a blissfully balanced life you love, full of passion, purpose, and positive impact!” Episode Sponsors: If you're feeling stressed, not sleeping great, or your energy's been kinda meh lately—let me put you on to something that's been a total game-changer for me: Magnesium Breakthrough by BiOptimizers. This ain't your average magnesium—it's got all 7 essential forms that your body needs to chill out, sleep deeper, and feel more balanced. I take it every night and legit notice the difference the next day. No more waking up groggy or tossing and turning all night If you're ready to sleep like a baby, calm your nervous system, and optimize your recovery, go grab yours now at https://www.bioptimizers.com/happy and use code HAPPY10 for 10% OFF. =================================================================== My Green Mattress If you've been waking up with back pain, feeling stiff, or just not getting that deep, quality sleep. This might be what you're missing: My Green Mattress. It's made with clean, non-toxic, and eco-friendly materials, so you're not just sleeping better, you're sleeping healthier too. The comfort and support are on another level, and you can really feel the difference night after night. If you're ready to invest in better sleep and better recovery, check it out at https://thehappyhustle.com/mygreenmattress =================================================================== Ozlo Sleep If you've been struggling to fall asleep, stay asleep, or just wake up feeling actually rested, let me put you on to something that's been a total game-changer: Ozlo Sleep. These aren't your typical sleep buds. They're designed to block out noise and help your brain fully relax, so you can drift off faster and stay in deep, uninterrupted sleep. Perfect if you're a light sleeper or just want that next-level rest. If you're ready to upgrade your sleep and wake up feeling recharged, check out https://ozlosleep.com and save $80 OFF using code HAPPY.
"The power of Malec."Happy Pride Month! This year, our Patrons chose to celebrate by reading They Both Die at the End by Adam Silvera (2017). If you were on BookTok in 2020, you're probably familiar with this speculative fiction story of two boys who receive a call from Death-Cast notifying them that they have less than 24 hours to live. We follow Mateo and Rufus through September 5, 2017, which was a great day...for being sad.Along with a recap, we talk about Silvera's nontraditional journey to authorship, his very familiar inspirations, and the television adaptation. Give us Bad Bunny as Howie Maldonado, Netflix, PLEASE!Rufus' Instagram: https://www.instagram.com/rufusonpluto/Support the Trevor Project with RTR Merch! https://www.bonfire.com/rereading-the-revolution-pride/ Hosted on Acast. See acast.com/privacy for more information.
The Giro d'Italia is officially "almost over". Stage 6 is done and dusted, and even though Uno-X Mobility tried to make the race chaotic, it ended up coming down to the fastest rider(s) once again. Today, Anna Shackley is back with Abby and Loren to talk about stage 6 and look ahead to stage 7. Will the breakaway finally get its chance? Our audio diarists today include Nienke Veehoven of Visma-Lease a Bike, Caroline Andersson of Liv AlUla Jayco, and Maggie Coles-Lyster of Human Powered Health.
The Fifth Circuit is crossing out laws just for sport. This time it's a 140-year-old ban on making homebrew hooch, because YOLO. Trump's lawsuit against the Wall Street Journal and Rupert Murdoch over an article describing his creepy birthday card to Jeffrey Epstein was dismissed. But … that dismissal was without prejudice, so he can take another swing at it. The trollsuit against the BBC is still limping along. Deputy General Counsel at the Department of Education Josh Kleinfeld makes an interesting pitch to George Mason's Antonin Scalia Law School, which is currently under investigation by … the Department of Education. And Trump's ballroom blitz takes a tumble in court. MAIN SHOW: Trump discovers one weird trick to make the Presidential Records Act disappear. All he has to do is order the Office of Legal Counsel to come up with a memo saying it's unconstitutional and — hey, presto! — he can steal or shred or delete any document he likes. SUBSCRIBER BONUS: Are we the pirates now? Trump v. Murdoch https://www.courtlistener.com/docket/70843413/trump-v-murdoch Trump v. BBC https://www.courtlistener.com/docket/72040010/trump-v-british-broadcasting-corporation Fifth Circuit Home Distillers Ruling https://www.ca5.uscourts.gov/opinions/pub/24/24-10760-CV0.pdf Trump Admin Lawyer Applies To Be Law School Dean, Suggests It Might Help Investigations Go Away https://abovethelaw.com/2026/04/trump-admin-lawyer-applies-to-be-law-school-dean-suggests-it-might-help-investigations-go-away/ Ballroom Blitz Blocked https://www.lawandchaospod.com/p/ballroom-blitz-blocked National Trust for Historic Preservation v. National Park Service https://www.courtlistener.com/docket/73127510/national-trust-for-historic-preservation-v-nps April 1, 2026 OLC Memorandum on the Presidential Records Act https://www.justice.gov/olc/media/1434131/dl Judicial Watch v. NARA ("Socks Case"), 845 F.Supp.2d 288 (DC Cir. 2012) https://scholar.google.com/scholar_case?case=15818036517066124081 Trump v. Mazars, 591 US 848 (2020) https://scholar.google.com/scholar_case?case=2096461232780826445 Nixon v. Administrator of General Svcs. et al., 433 US 425 (1977) https://scholar.google.com/scholar_case?case=11884364268460571560 Show Links: https://www.lawandchaospod.com/ BlueSky: @LawAndChaosPod Threads: @LawAndChaosPod Twitter: @LawAndChaosPod
Chuck Todd opens with what he calls the unmistakable arrival of a "YOLO caucus" in the Senate — a growing number of congressional Republicans who are simply done capitulating to Trump, evidenced by John Thune publicly declaring there's no need to "weaponize" the DNI position and by the broader sense that the non-Trump part of the GOP is openly preparing to move on. He argues Trump is doing everything possible to accelerate his own lame duck status: he's politicizing America's 250th anniversary in ways that genuinely alarm vulnerable Republicans, he failed to engage any of the former presidents in the 250th planning, and he's creating Marie Antoinette-style "let them eat cake" optics by celebrating himself at a moment of real economic pain for ordinary Americans. Trump's treatment of CNN's Kaitlan Collins was outrageous, his cranky behavior with the press is a tell that things aren't going well, and his decision to formally nominate Todd Blanche for Attorney General has essentially zero chance of confirmation — Blanche has burned his bridges in the Senate and the doomed January 6th weaponization fund was reportedly his idea in the first place. It's almost as if Trump is begging to put a neon "I'm a lame duck" sign on the White House. Chuck then turns to California, where ballots are still being counted at a pace that he says is actively eroding public trust in the democratic process itself — the state desperately needs to find a way to count faster — and notes that CA-06 was drawn as a safe Democratic seat but the top two finishers right now are both Republicans, while Spencer Pratt looks safer in the LA mayoral race than Steve Hilton does in the governor's race. He closes with a fascinating analysis of the Graham Platner situation in Maine, where Janet Mills' decision to leave her name on the ballot has created a Nikki Haley-style protest vote opportunity for nervous Democrats — Mills didn't bow out in disgrace so her floor is high, and if she pulls 25% or more in the primary, Chuck predicts very real conversations about replacing Platner will begin. The number to watch is ME-02: if Platner underperforms there, it's the clearest red flag that a candidate Democrats once viewed as a slam-dunk pickup is now in serious trouble. Then, Todd Ricketts — Chicago Cubs co-owner and founder of Freespoke, the search engine that labels news sources with media bias ratings — joins the Chuck Toddcast for a wide-ranging conversation that bridges the increasingly intertwined worlds of media, technology, and professional sports. Ricketts makes the case that when people are given genuinely good information from across the ideological spectrum, they tend to arrive at good answers — and that Freespoke's mission is to present all sides and then get out of the way, rather than letting ad sales determine what news you see. He pushes back on the idea that the market alone can solve the data privacy crisis, arguing data may eventually need to be regulated like a utility but that nothing changes until there's a major "event" that creates real public groundswell. Ricketts is candid about Freespoke's challenges — paywalls remain a real obstacle, the left/right labeling is imperfect and done by outside groups, and the political landscape itself is shifting in ways that scramble the traditional categories . He observes that podcasts have become a primary news source because people clearly hunger for long-form content with nuance, that politicians are now visibly afraid of giving long answers because they might get clipped, and that legacy media still doesn't seem to understand why its audience has migrated elsewhere. The second half pivots into the business of running a baseball team, and Ricketts brings the same straight-talking pragmatism to MLB's looming economic crisis. He argues you cannot sell a salary cap to MLB owners without genuine revenue sharing, because if the league itself isn't competitive then everyone eventually loses — including the owners writing the biggest checks. Players currently take roughly 48% of revenue, a number he expects to climb to around 52% in the next deal, and Ricketts is honest that half of MLB's franchises are still essentially mom-and-pop operations even as private equity money is rapidly entering the sport. He talks about the difficulty of running any sports team in 2026 because fans genuinely feel like they own the franchise, why ownership groups are increasingly building entire entertainment districts around their ballparks to control the fan experience end-to-end, and the painful broadcast rights question every team is wrestling with: fans have cut the cord, the old TV economics no longer work, and ownership has to be flexible with new broadcast partners even as they ask themselves whether season ticket holders should be entitled to free access to every game. Ricketts closes by laying out what would qualify as a disappointing season for the Cubs — a sober assessment from an owner who has watched the economics of his sport, and the media landscape his business depends on, both transform at the same time. Finally, Chuck answers listeners’ questions in the “Ask Chuck” segment and spends a few minutes reflecting on the life of his grandmother who passed away this week. Predict the action all the way through the finals. Sign up now for your twenty-five dollar bonus on https://fanduel.com/predicts Link in bio or go to https://getsoul.com & enter code TODDCAST for 30% off your first order. Thank you Wildgrain for sponsoring. Visit http://wildgrain.com/TODDCAST and use the code "TODDCAST" at checkout to receive $30 off your first box PLUS free Croissants for life! Timeline: (Timestamps may vary based on advertisements) 00:00 Chuck Todd’s introduction 06:45 Increasing # of congressional Republicans done capitulating to Trump 07:30 John Thune said we don’t need “weaponization” of DNI position 08:30 There’s a growing “YOLO caucus” in the senate 09:30 The non-Trump part of the GOP is ready to move on from Trump 10:00 Trump’s treatment of Kaitlin Collins is outrageous 11:45 Trump gets cranky with the press when things aren’t going well 12:30 Trump is a terrible negotiator 13:00 Trump is creating huge political risk politicizing America 250 13:45 Trump should have put the UFC on the national mall, not WH 15:00 Trump is celebrating himself for 250, terrible move politically 16:15 Trump didn’t engage with the former presidents for 250 17:00 Trump is creating Marie Antoinette “let them eat cake” optics 18:30 Vulnerable Republicans may fear attending Trump’s 250 events 19:00 Trump is looking to formally nominate Todd Blanche for AG 19:30 There is zero chance Todd Blanche can get confirmed 20:15 Blanche hasn’t made friends. Weaponization fund was his idea 22:15 Trump may be done listening to any rational advice 23:30 It’s like Trump wants to put a neon “I’m a lame duck” sign on WH 24:15 California ballots are still being counted. Can Steyer and Raman catch up? 26:15 Pratt seems to have a more comfortable lead than Hilton 27:30 CA-06 was drawn to be Democratic, top two so far are Republican 29:45 California desperately needs to find a way to count ballots faster 30:30 Slow count erodes trust is democracy and counting process 33:15 Graham Platner visit to D.C. went ok, but there’s trepidation 35:30 Platner wants to drive the narrative he’s still ahead of Collins 36:30 Polling has shown Platner with a massive lead over Collins for weeks 38:15 Platner’s recent scandals have him in trouble, can’t take much more 39:30 New polling shows Platner took a hit, but it’s recoverable 40:00 Janet Mills chose to keep her name on the ballot for uneasy Dems 41:00 Maine is one of the easier states to replace a candidate 42:30 How votes for Mills should be read 44:15 Mills didn’t bow out in disgrace, her floor is higher 45:30 Mills could become a protest vote for Platner, similar to Nikki Haley 47:00 If Maine voters are nervous about Platner, they can vote for Mills 49:00 If Mills gets 25% or more, then there will be talks of replacing Platner 51:15 If Platner underperforms in ME-02, that’s a red flag 59:45 Todd Ricketts joins the Chuck ToddCast 1:00:30 Providing media bias ratings for online news sources 1:03:00 When people are given good info, they come up with good answers 1:03:30 Goal is to present all sides, then let people make up their mind 1:04:45 You don’t want ad sales for search to determine your information 1:07:00 Can the market fix data sales, or does the government need to regulate? 1:08:45 Should data be regulated like a utility? 1:09:15 There will need to be an “event” to cause groundswell over data privacy 1:10:15 Does Freespoke labeling news left/right cause users to seek their preferred source? 1:13:15 Politics are shifting and what used to be a “left” issue is now a right issue etc 1:14:00 Protectionism has become right and free trade has become left 1:15:45 How would someone like George Will be labled? 1:17:15 Labeling is done by outside groups and the labeling isn’t perfect 1:17:45 The company is for-profit, sells ads and has subscription model 1:18:30 All the search is AI curated, but people curate the current events page 1:19:15 Bing and Google are the direct competitors 1:20:00 The Freespoke algorithm tries to strip out bias 1:21:30 Some topics get a ton of content from one side & none from the other 1:23:00 People are informing themselves via podcasts instead of legacy news 1:23:45 Legacy media needs to understand why audience is going elsewhere 1:25:30 Popularity of podcasts show people like long form content 1:26:45 Politicians are afraid of long answers & nuance in case they get clipped 1:27:15 Paywalls are a challenge for Freespoke, but sources are still included 1:28:15 Why are there left/right labels on sports coverage? 1:29:45 What is Freespoke’s position on mis and disinformation? 1:30:30 What does Freespoke 2.0 look like? 1:31:45 AI is only as good as the people & information that train it 1:32:45 Will you get into the newsletter business? 1:34:30 Can you sell a salary cap to MLB owners without total revenue sharing? 1:35:45 If the league isn’t competitive, then everyone will eventually lose 1:37:00 Players currently get 48% of revenue, may move up to about 52% 1:38:15 Running a sports team is hard because fans feel like they own the team 1:40:15 What have you learned from running the Cubs? 1:41:45 Half the teams are still mom & pop operations, but PE is coming in 1:43:00 Ownership wants to control fan experience, building entertainment districts 1:44:00 Should teams always be available on free TV? 1:44:30 Fans have cut the cord, have to be flexible with broadcast partners 1:46:15 Should season ticket holders be able to get all game broadcasts for free? 1:47:00 What would qualify this season as disappointing for the Cubs? 1:49:45 Chuck’s thoughts on interview with Todd Ricketts 1:51:15 Salary cap proposal for MLB revealed 1:52:30 Salary cap could be much higher than expected to buy time 1:53:45 Willingness to pool local revenue is a big deal 1:54:00 Ask Chuck 1:54:15 Is voting for a candidate an indictment of the character of the voter? 2:13:15 How would the logistics work for expanding the house? 2:17:15 How much should a candidate’s private behavior affect their electability? 2:25:00 How does a state with no income tax like Florida fund services? 2:29:45 With government agreeing to large settlements, won’t future admins do the same? 2:38:30 Chuck’s eulogy for his grandmotherSee omnystudio.com/listener for privacy information.
Chuck Todd opens with what he calls the unmistakable arrival of a "YOLO caucus" in the Senate — a growing number of congressional Republicans who are simply done capitulating to Trump, evidenced by John Thune publicly declaring there's no need to "weaponize" the DNI position and by the broader sense that the non-Trump part of the GOP is openly preparing to move on. He argues Trump is doing everything possible to accelerate his own lame duck status: he's politicizing America's 250th anniversary in ways that genuinely alarm vulnerable Republicans, he failed to engage any of the former presidents in the 250th planning, and he's creating Marie Antoinette-style "let them eat cake" optics by celebrating himself at a moment of real economic pain for ordinary Americans. Trump's treatment of CNN's Kaitlan Collins was outrageous, his cranky behavior with the press is a tell that things aren't going well, and his decision to formally nominate Todd Blanche for Attorney General has essentially zero chance of confirmation — Blanche has burned his bridges in the Senate and the doomed January 6th weaponization fund was reportedly his idea in the first place. It's almost as if Trump is begging to put a neon "I'm a lame duck" sign on the White House. Chuck then turns to California, where ballots are still being counted at a pace that he says is actively eroding public trust in the democratic process itself — the state desperately needs to find a way to count faster — and notes that CA-06 was drawn as a safe Democratic seat but the top two finishers right now are both Republicans, while Spencer Pratt looks safer in the LA mayoral race than Steve Hilton does in the governor's race. He closes with a fascinating analysis of the Graham Platner situation in Maine, where Janet Mills' decision to leave her name on the ballot has created a Nikki Haley-style protest vote opportunity for nervous Democrats — Mills didn't bow out in disgrace so her floor is high, and if she pulls 25% or more in the primary, Chuck predicts very real conversations about replacing Platner will begin. The number to watch is ME-02: if Platner underperforms there, it's the clearest red flag that a candidate Democrats once viewed as a slam-dunk pickup is now in serious trouble. Finally, Chuck answers listeners’ questions in the “Ask Chuck” segment and spends a few minutes reflecting on the life of his grandmother who passed away this week. Predict the action all the way through the finals. Sign up now for your twenty-five dollar bonus on https://fanduel.com/predicts Link in bio or go to https://getsoul.com & enter code TODDCAST for 30% off your first order. Thank you Wildgrain for sponsoring. Visit http://wildgrain.com/TODDCAST and use the code "TODDCAST" at checkout to receive $30 off your first box PLUS free Croissants for life! Timeline: (Timestamps may vary based on advertisements) 00:00 Chuck Todd’s introduction 06:45 Increasing # of congressional Republicans done capitulating to Trump 07:30 John Thune said we don’t need “weaponization” of DNI position 08:30 There’s a growing “YOLO caucus” in the senate 09:30 The non-Trump part of the GOP is ready to move on from Trump 10:00 Trump’s treatment of Kaitlin Collins is outrageous 11:45 Trump gets cranky with the press when things aren’t going well 12:30 Trump is a terrible negotiator 13:00 Trump is creating huge political risk politicizing America 250 13:45 Trump should have put the UFC on the national mall, not WH 15:00 Trump is celebrating himself for 250, terrible move politically 16:15 Trump didn’t engage with the former presidents for 250 17:00 Trump is creating Marie Antoinette “let them eat cake” optics 18:30 Vulnerable Republicans may fear attending Trump’s 250 events 19:00 Trump is looking to formally nominate Todd Blanche for AG 19:30 There is zero chance Todd Blanche can get confirmed 20:15 Blanche hasn’t made friends. Weaponization fund was his idea 22:15 Trump may be done listening to any rational advice 23:30 It’s like Trump wants to put a neon “I’m a lame duck” sign on WH 24:15 California ballots are still being counted. Can Steyer and Raman catch up? 26:15 Pratt seems to have a more comfortable lead than Hilton 27:30 CA-06 was drawn to be Democratic, top two so far are Republican 29:45 California desperately needs to find a way to count ballots faster 30:30 Slow count erodes trust is democracy and counting process 33:15 Graham Platner visit to D.C. went ok, but there’s trepidation 35:30 Platner wants to drive the narrative he’s still ahead of Collins 36:30 Polling has shown Platner with a massive lead over Collins for weeks 38:15 Platner’s recent scandals have him in trouble, can’t take much more 39:30 New polling shows Platner took a hit, but it’s recoverable 40:00 Janet Mills chose to keep her name on the ballot for uneasy Dems 41:00 Maine is one of the easier states to replace a candidate 42:30 How votes for Mills should be read 44:15 Mills didn’t bow out in disgrace, her floor is higher 45:30 Mills could become a protest vote for Platner, similar to Nikki Haley 47:00 If Maine voters are nervous about Platner, they can vote for Mills 49:00 If Mills gets 25% or more, then there will be talks of replacing Platner 51:15 If Platner underperforms in ME-02, that’s a red flag 55:45 Chuck’s thoughts on interview with Todd Ricketts 57:15 Salary cap proposal for MLB revealed 58:30 Salary cap could be much higher than expected to buy time 59:45 Willingness to pool local revenue is a big deal 1:00:00 Ask Chuck 1:00:15 Is voting for a candidate an indictment of the character of the voter? 1:19:15 How would the logistics work for expanding the house? 1:23:15 How much should a candidate’s private behavior affect their electability? 1:31:00 How does a state with no income tax like Florida fund services? 1:35:45 With government agreeing to large settlements, won’t future admins do the same? 1:44:30 Chuck’s eulogy for his grandmotherSee omnystudio.com/listener for privacy information.
After seeing the Rams and Patriots do blockbuster June trades, should the Saints join in and go YOLO? We open our Cruel Summer Series with look back at terrible Kevin Mock draft. Saints Happy Hour is brought to you by Hardhide Ponchatoula Strawberry Whiskey and Chilton County Peach Whiskey!See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
Stehst du auch manchmal vor einem riesigen Berg an unstrukturierten Daten und hoffst, dass die KI das mal eben magisch für dich löst? Eher nicht!In der neuen Ausgabe von „Unicorns & Lightsabers“ knöpfen die wunderbare Barbara Lampl und Host Christian Krug sich das völlig missverstandene Alien namens "Claude Cowork" vor. Wir räumen auf mit dem massiven Hype um Agentic Work und sezieren ganz genau, was in der Praxis wirklich dahintersteckt. Was du in dieser Folge lernst:• KI ist per Design "frictionless" gebaut. Chatbots geben dir kein kritisches Feedback, selbst wenn dein Input kompletter Schrott ist. • Stumpfes "Conversational Prompting" bringt dich bei Agentic Work nicht weiter. Es verbrennt stattdessen nur unnötig Token und wird am Ende des Monats richtig teuer. • Vergiss die Webinare, die dir versprechen, drei KI-Agenten in 45 Minuten zu bauen. Ein solides, funktionierendes Agenten-Setup braucht in der Realität mehrere Tage bis Wochen an harter Grundlagenarbeit. • Ein KI-Agent lohnt sich für Multistep-Workflows mit unstrukturierten Daten. Für das einfache Schreiben einer Rechnung, was ein völlig standardisierter und regelbasierter Prozess ist, brauchst du absolut kein LLM. • Die App einfach herunterladen, Skills aus GitHub reinballern und dem Agenten YOLO-mäßig Vollzugriff geben, funktioniert nicht. Das führt nur zu extrem hohem Token-Verbrauch bei gleichzeitig minimaler Leistung. Am Ende des Tages macht der Mensch den Unterschied. Also mach deine Hausaufgaben, zieh deine Prozesse glatt und lerne, was echtes Chain-of-Thought-Prompting ist, bevor du sinnlos Budget verbrennst! Butter bei die Fische: Hör jetzt rein und UNF#CK dein AI-Setup!▬▬▬▬▬▬ Profile: ▬▬▬▬Zum LinkedIn-Profil von Barbara: https://www.linkedin.com/in/barbaralampl/Zum Podcast LAIer 8|9: https://laier89.podigee.io/Zum LinkedIn-Profil von Christian: https://www.linkedin.com/in/christian-krug/Christians Wonderlink: https://wonderl.ink/@christiankrugUnf*ck Your Data auf Linkedin: https://www.linkedin.com/company/unfck-your-data▬▬▬▬▬▬ Buchempfehlung: ▬▬▬▬Alle Empfehlungen in Melenas Bücherladen: https://gunzenhausen.buchhandlung.de/unfuckyourdata▬▬▬▬▬▬ Hier findest Du Unf*ck Your Data: ▬▬▬▬Zum Podcast auf Spotify: https://open.spotify.com/show/6Ow7ySMbgnir27etMYkpxT?si=dc0fd2b3c6454bfaZum Podcast auf iTunes: https://podcasts.apple.com/de/podcast/unf-ck-your-data/id1673832019Zum Podcast auf Deezer: https://deezer.page.link/FnT5kRSjf2k54iib6Zum Podcast auf Youtube: https://www.youtube.com/@unfckyourdata▬▬▬▬▬▬ Merch: ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬https://unfckyourdata-shop.de/▬▬▬▬▬▬ Kontakt: ▬▬▬▬E-Mail: christian@uyd-podcast.com▬▬▬▬▬▬ Timestamps: ▬▬▬▬▬▬▬▬▬▬▬▬▬00:00 - Intro & Willkommen zu Unicorns & Lightsabers 02:01 - Was zur Hölle ist Cowork eigentlich? 07:41 - Frictionless AI: Warum uns das fehlende Feedback der KI auf falsche Fährten lockt 15:56 - Der Shift: Vom reinen Chatbot zu Agentic Workflow 19:02 - Conversational vs. Multi-Turn Prompting: Willkommen auf Level Minus 5 25:17 - Butter bei die Fische: Für welche Aufgaben Agentic Work wirklich Sinn macht 32:09 - Cowork Setup: Warum YOLO und GitHub-Skills nur deine Token verbrennen 44:41 - Die harte Wahrheit: Grundlagen schrubben für echte Agenten 50:30 - Konkrete Beispiele: Wofür sich KI-Agenten lohnen (und Rechnungen eher nicht!) 56:09 - Outro & der größte KI-Fail der Woche
Ronnie Stoeferle, partner at Incrementum AG and co-author of the In Gold We Trust report, joins Wealthion's Trey Reik to explain why gold's rally may be about much more than a normal bull market.Stoeferle argues that gold is signaling a deeper loss of trust in the dollar-based monetary system, as de-dollarization, inflation volatility, central bank buying, and rising geopolitical risk reshape the global financial order. He also explains why gold may be entering the public participation phase of its bull market — with institutional investors only beginning to wake up to the role gold can play in portfolios.In this conversation, Ronnie and Trey discuss whether the Pax Americana is coming to a close, why fiat currencies look different when measured in gold, whether this is a monetary revaluation rather than a normal gold cycle, and what the In Gold We Trust report reveals about the future of money.
Mindset Coach Taylor Foreman brings an inspring message for Mom's today!
Founder and Executive Director of BEAM (Black Emotional and Mental Health Collective), Yolo, joins Dr. Thema and shares his thoughtful insights on womanist and anti-patriarchal therapy. Yolo also reflects on his homecoming journey and the context of identity and expectations for boys and men. For over two decades, Yolo Akili Robinson has served as a counselor, organizer, facilitator, and community healer working at the intersections of mental health, womanism, spirituality, and collective care. A Ford Foundation Global Fellow and Robert Wood Johnson Foundation Health Equity Award recipient, Yolo is the founder of the Black Emotional and Mental Health Collective (BEAM)—a national grantmaker for healing justice and mental health organizations that has designed evidence-based interventions centering radical wellness and collective care. His work bridges clinical, community, and movement spaces, with experience spanning Men Stopping Violence, NYU Langone Medical Center, and national initiatives with the CDC and NIH—helping to design and implement community-based mental health and wellness interventions nationwide. Recognized by U.S. Surgeon General Dr. Vivek Murthy for his leadership in advancing emotional well-being and social connection, Yolo's areas of specialization include anti-patriarchal counseling and healing work with Black men and boys, collective and community-based curricula and interventions, mental health and HIV/AIDS in Black queer communities, and body-centered healing practices. Don't forget to like, share, and subscribe. Mixed & Edited by Next Day Podcast info@nextdaypodcast.com
We talk to baseball rules expert, and author of the Baseball Field Guide about all the new changes in baseball rules, including the challenge system and ABS which aren't even in the rules! Plus Iran updates, Tez celebrates his Gunners, and of course, the Headlines! Become a supporter of this podcast: https://www.spreaker.com/podcast/chipchat--2780807/support.
In this talk, Mariano, Lead Data Scientist and ML Engineer at OLX, shares his journey building high-impact AI media solutions. We explore the transition from traditional e-commerce models to Generative AI and Agentic tools, focusing on how to take AI products from a notebook to full-scale production.You'll learn about:How to master the full product cycle from requirement gathering to deployment.Using video-to-ad technology to automate car listings and seller experiences.Essential modern tools like FastAPI, Arize, and why UV is a game-changer.When to use LLMs versus specialized vision models like CLIP and YOLO.Why production pipelines are moving from Jupyter notebooks to CLI tools.How agentic coding and AI assistants are 10x-ing development speed.TIMECODES:0:00 Community Introduction and Slack Engagement4:16 Career Journey: From Argentina to Barcelona7:16 Product-Driven AI vs. Traditional Reporting9:41 AI Media Solutions for E-Commerce Sellers10:55 Video-to-Ad: The Future of Marketplaces13:45 Automated Content Creation for Sellers17:10 Defining End-to-End Ownership in Data Science21:12 The Longevity of the CRISP-DM Framework25:33 Impact of Agentic Coding and GitHub Copilot31:42 Why LLMs Aren't Always the Best Solution37:39 Translating Business Needs to ML Requirements41:18 Managing Explicit and Implicit Feedback Loops48:26 Architecture Deep Dive: Image Description Logic55:28 The Declining Role of Notebooks in Production1:02:53 The Modern Tech Stack: Fast API, UV, and ArizeConnect with Mariano: Linkedin - https://www.linkedin.com/in/msemelman/Connect with DataTalks.Club:- Join the community - https://datatalks.club/slack.html- Subscribe to our Google calendar to have all our events in your calendar - https://calendar.google.com/calendar/r?cid=ZjhxaWRqbnEwamhzY3A4ODA5azFlZ2hzNjBAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQ- Check other upcoming events - https://lu.ma/dtc-events- GitHub: https://github.com/DataTalksClub- LinkedIn - https://www.linkedin.com/company/datatalks-club/ - Twitter - https://twitter.com/DataTalksClub - Website - https://datatalks.club/
Si fa più mirata la corsa ai titoli dell'intelligenza artificiale. Il coinvolgimento del retail ricorda la dinamica dei meme stocks dei tempi del Covid, ma con molto maggiore maturità e consapevolezza. Un peccato, se si mantiene la dovuta prudenza, voltare le spalle al fenomeno.
This week, Scott sat down with his Lawfare colleagues Anna Bower and Eric Columbus, and his Brookings colleague Molly Reynolds, to talk through a couple of the week's big news stories in domestic politics, including:“The Grift That Keeps On Giving.” Last week, the Justice Department announced the creation of a so-called Anti-Weaponization Fund of nearly 1.8 billion taxpayer dollars, from which purported victims of politically motivated prosecutions can apply to receive payments. The fund was created as part of a settlement with President Trump and his sons, who sued the IRS for 10 billion dollars over the leak of his tax returns. So far, pardoned Jan. 6 rioters, former Congressman George Santos, Trump's ex attorney Michael Cohen, and even former FBI Director James Comey have all said that they are considering applying, and three lawsuits have already been filed challenging the fund. How did Trump's lawsuit against the IRS lead to this fund? And how do we see these legal challenges playing out in court?“Lame Duck Around and Find Out.” President Trump's preferred primary picks have cruised to victories in Indiana, Kentucky, Louisiana, and Georgia Republican primaries, ousting incumbents Senator Bill Cassidy and Representative Thomas Massie as some of the few voices of dissent within the Republican Party. But Trump's involvement in the primaries has come at a political cost, with outgoing members voicing their criticism and even going so far as to buck the president on legislation. Last week, Cassidy flipped his vote in favor of a critical war powers resolution in the Senate, which could undermine the administration's legal justification for the war. With such close margins in Congress, how do we expect this new YOLO faction to impact the president's agenda before the midterms?While we introduced a third topic, we frankly ran out of time this week. Sorry about that! We'll circle back to it in the weeks ahead.In object lessons, Molly is hooked on the fish-focused local NPR podcast, “Catching The Codfather.” Eric is looking to catch a killer with the latest Hugh Jackman movie (which he thinks is shear perfection). Scott is caught up in the latest “Storm,” featuring Yung Lean. And Anna has caught basketball fever, both with the Knicks' return to the NBA Finals, and also with the (much-more-affordable-but-equally-entertaining) NY Liberty.To receive ad-free podcasts, become a Lawfare Material Supporter at www.patreon.com/lawfare. You can also support Lawfare by making a one-time donation at https://givebutter.com/lawfare-institute.Support this show http://supporter.acast.com/lawfare. Hosted on Acast. See acast.com/privacy for more information.
This week, Scott sat down with his Lawfare colleagues Anna Bower and Eric Columbus, and his Brookings colleague Molly Reynolds, to talk through a couple of the week's big news stories in domestic politics, including:“The Grift That Keeps On Giving.” Last week, the Justice Department announced the creation of a so-called Anti-Weaponization Fund of nearly 1.8 billion taxpayer dollars, from which purported victims of politically motivated prosecutions can apply to receive payments. The fund was created as part of a settlement with President Trump and his sons, who sued the IRS for 10 billion dollars over the leak of his tax returns. So far, pardoned Jan. 6 rioters, former Congressman George Santos, Trump's ex attorney Michael Cohen, and even former FBI Director James Comey have all said that they are considering applying, and three lawsuits have already been filed challenging the fund. How did Trump's lawsuit against the IRS lead to this fund? And how do we see these legal challenges playing out in court?“Lame Duck Around and Find Out.” President Trump's preferred primary picks have cruised to victories in Indiana, Kentucky, Louisiana, and Georgia Republican primaries, ousting incumbents Senator Bill Cassidy and Representative Thomas Massie as some of the few voices of dissent within the Republican Party. But Trump's involvement in the primaries has come at a political cost, with outgoing members voicing their criticism and even going so far as to buck the president on legislation. Last week, Cassidy flipped his vote in favor of a critical war powers resolution in the Senate, which could undermine the administration's legal justification for the war. With such close margins in Congress, how do we expect this new YOLO faction to impact the president's agenda before the midterms?While we introduced a third topic, we frankly ran out of time this week. Sorry about that! We'll circle back to it in the weeks ahead.In object lessons, Molly is hooked on the fish-focused local NPR podcast, “Catching The Codfather.” Eric is looking to catch a killer with the latest Hugh Jackman movie (which he thinks is shear perfection). Scott is caught up in the latest “Storm,” featuring Yung Lean. And Anna has caught basketball fever, both with the Knicks' return to the NBA Finals, and also with the (much-more-affordable-but-equally-entertaining) NY Liberty.To receive ad-free podcasts, become a Lawfare Material Supporter at www.patreon.com/lawfare. You can also support Lawfare by making a one-time donation at https://givebutter.com/lawfare-institute. Hosted on Acast. See acast.com/privacy for more information.
How does anticipating the future change how you live right now? Whether it's clearing out a room for a new baby or altering your study habits for graduation, knowing what lies ahead completely reshapes how we manage our assets today.In this fourth message of our Forever series, we dig into a treasure box of scriptural truth to discover why believers "do not give up". Moving through Matthew 13 and 2 Corinthians 4, we look past our temporary, breaking-down outer shells to focus on the eternal value God has placed inside us through the Holy Spirit. We are challenged to stop living solely for the cultural mindset of "YOLO" and instead leverage our money, time, thoughts, and relationships for an absolutely incomparable, eternal weight of glory.
Brent's been hacking smart speakers, Wes has a surprise, and Chris gives up on OpenClaw.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:ConnecTen Internet — Get $35 off your order total with Jupiter35
Brent's been hacking smart speakers, Wes has a surprise, and Chris gives up on OpenClaw.
Wir sprechen darüber, was wir aneinander schätzen: Caris Talent, Menschen zusammenzubringen und alle Dinge offen anzusprechen. Manuels Organisationstipps und sein Umgang mit Feedback. Im Follow-up hören wir eure Nachrichten zum Begriff „Übermensch" und dem Phänomen der runden Lippen im Deutschen. Außerdem berichtet Cari von ihrer Fahrradtour an der Donau entlang. Hinweis: Nächste Woche Dienstag fällt unser Podcast aufgrund eines Feiertags aus. Wir hören uns wieder am Samstag, den 30. Mai 2026. Transkript und Vokabelhilfe Werde ein Easy German Mitglied und du bekommst unsere Vokabelhilfe, ein interaktives Transkript und Bonusmaterial zu jeder Episode: easygerman.org/membership Sponsor Seedlang : Start speaking German now! Kostenlos auf iOS, Android und seedlang.com. Hausmitteilung: Truck Driver gesucht Wir suchen Truck Driver für einen Videodreh: Ihr fahrt Lkw oder kennt jemanden? Dann meldet euch bei uns! Am 26. Mai startet unsere Easy German Grammar Challenge! Zehn Tage lang gibt es jeden Morgen eine Aufgabe, die wir abends im Zoom-Call zusammen besprechen. Alle Infos findet ihr auf easygerman.org/grammarchallenge Follow-up: Übermensch (Nietzsche) & Lippenrundungen Übermensch (Wikipedia) Instagram: germanwithsammy Geplante Obsoleszenz (Easy German Podcast 656) Support Easy German and get interactive transcripts, live vocabulary and bonus content: easygerman.org/membership
En este nonagésimo tercer episodio del ¡Bipartidismo Strikes Back! (una producción del #PodcastLaTrinchera), Christian Sobrino y Luis Balbino discuten eventos recientes en Cuba, el segundo Mensaje de Situación de Estado de la Gobernadora Jenniffer González, el presupuesto propuesto para el próximo año fiscal, el acuerdo transaccional entre el Imperator Trump y su propio IRS para crear un barril de $1.8 mil millones, el saldo de las primarias del Partido Republicano como antesala a las elecciones de medio término y mucho más.Este episodio es presentado a ustedes por:- San Juan Lincoln, donde encontrarán una exclusiva colección de vehículos de lujo diseñados para satisfacer todas sus expectativas. Allí descubrirán la presencia imponente de la Navigator, la elegancia dinámica de la Aviator, la sofisticación refinada de la Corsair y el diseño moderno de la Nautilus. Pueden visitarlos en la Avenida Kennedy en San Juan para explorar lo que una SUV de lujo debe ser. Su equipo está listo para ofrecerles una experiencia inigualable. Para más información u orientación, llamen al 787-331-5023.- La Tigre, el primer destino en Puerto Rico para encontrar una progresiva selección de moda Italiana, orientada a una nueva generación de profesionales que reconocen que una imagen bien curada puede aportar a nuestro progreso profesional. Detrás de La Tigre, se encuentra un selecto grupo de expertos en moda y estilo personal, que te ayudarán a elaborar una imagen con opciones de ropa a la medida y al detal de origen Italiano para él, y colecciones europeas para ella. Visiten la boutique de La Tigre ubicada en Ciudadela en Santurce o síganlos en Instagram en @shoplatigre.Por favor suscribirse a La Trinchera con Christian Sobrino en su plataforma favorita de podcasts y compartan este episodio con sus amistades.Para contactar a Christian Sobrino y #PodcastLaTrinchera, nada mejor que mediante las siguientes plataformas:Facebook: @PodcastLaTrincheraTwitter: @zobrinovichInstagram: zobrinovichTikTok: @podcastlatrincheraYouTube: @PodcastLaTrinchera
From the state where Trump claims he'd win if Jesus counted the votes, Sarah and Sam joined Tim live on stage in San Diego to debate who is the most cucked Republican and whether Bill Cassidy should get credit for his late-in-the-game YOLO opposition to Trump. Also, Jeff Bezos has Tim rethinking his opposition to socialism, and how could Bibi and Trump have had such an absurd plan for a new Iranian president? At the top of the pod, Amanda Carpenter runs down the thug fund (don't call it a slush fund) and Trump's effort to get permanent immunity from any tax liability for himself and his family. Plus, POTUS's revenge tour may backfire, and the administration may try using Fulton County as a test case for taking over vote counting in Democratic counties. Amanda Carpenter, Sarah Longwell, and Sam Stein join Tim Miller.show notes: Jon on how Trump's global health cuts are undermining the response to the Ebola outbreak Lauren on how the Georgia governor's race may be the most important one in the country And we still have a few tickets left for TONIGHT at Bulwark Live: LA at 7pm. Our friends Jane Coaston, Jon Favreau, Erin Ryan from Crooked Media, The Ringer's Van Lathan and progressive commentator Brian Tyler Cohen will join Sarah, Tim and Sam on stage. Grab your seats at TheBulwark.com/Events
Chuck Todd walks through a primary night that should make every elected Republican break out in a cold sweat — Democrats outvoted Republicans by 100,000 votes in Georgia. He argues we now have a fully formed "woke right" — and Trump is leading it. The man who built his political brand on refusing to conform to anyone's mindset has become the most aggressive cancel culture warrior in American politics, ending the careers of Republicans who cross him. The downstream consequences are catastrophic for the GOP: Republicans will now have to dump enormous money into Texas to defend a seat that was supposed to be safe, and Texas joins North Carolina and Ohio as an expensive trio Republicans will struggle to defend. Trump appears either clueless or in denial that he's systematically setting his own party up for massive failure, but Chuck notes a "YOLO caucus" is quietly emerging among Senate Republicans who know they're toast and may act more independently. He closes with a moving tribute to Barney Frank, who died at 86 after 32 years in Congress — the architect of Dodd-Frank, the first openly gay member of Congress, who came out in 1987 at the height of the AIDS crisis and endured Gingrich-era homophobia that he felt punished him beyond what any straight politician would have faced. Frank's parting message to today's Democrats sits at the center of Todd's episode and arguably explains why the party keeps losing winnable elections: "Don't litmus test yourselves into oblivion." Then. former Senator, Tennessee Governor, and Education Secretary Lamar Alexander joins the Chuck Toddcast to discuss his new memoir The Education of a Senator and an offer his extraordinary perspective on American politics shaped by five decades in public life — including the surreal experience of being sworn in as governor under emergency circumstances because his predecessor was openly selling pardons for cash and eventually went to prison for selling whiskey licenses. (For listeners absorbing the news of Trump's modern pardon market, the historical echoes are impossible to miss.) Alexander shares stories that capture an entirely different era: how he had to govern in a bipartisan manner from day one to handle the scandal he inherited, how an inquiry surfaced about springing MLK's killer from prison, and how Southern governors of his generation had to drag their states out of the 1950s and into something resembling modernity. Alexander argues that style matters enormously in politics — and reveals that he predicted Trump's presidency years before it happened, because he saw clearly that American politics was being consumed by money and media in ways that disincentivized actual legislating. He walks through his theory of education reform, defends "No Child Left Behind"'s standards-based approach, and offers the wonkish but fascinating idea he once pitched to Reagan: have states and the federal government swap administration of Medicaid and K-12 education. The conversation broadens into Alexander's diagnosis of what's gone wrong with American politics and the path back. He argues that partisan primaries have created more ideologically extreme candidates than the system can absorb, and that people will always find ways around campaign finance limits — meaning the real fix has to be structural. Alexander offers a remarkable assessment of recent presidents: governor is the best preparation for the presidency, Carter didn't understand Washington when he arrived but Clinton did, and George W. Bush was the most "normal guy" of the modern era. He reflects on his famous healthcare debates with Obama (both gave each other notes afterwards rather than playing for spectacle), shares his concerns about state budgets becoming dangerously reliant on vice taxes, and asks the question no Republican can answer honestly anymore: could you propose raising the gas tax in today's GOP? Alexander is candid about Trump's mixed legacy — the party had become ossified and Trump did break it open, but pardoning the January 6th rioters was a profound error because the peaceful transfer of power is the single most important element of American democracy. He warns that we lack genuine two-party competition right now, that the next Republican nominee needs a fundamentally different temperament than Trump, and that the lack of character and morality in modern politics may be dissuading exactly the kind of people we most need to run. Finally, he answers listeners’ questions in the “Ask Chuck” segment. Predict the action all the way through the finals. Sign up now for your twenty-five dollar bonus on https://fanduel.com/predicts Link in bio or go to https://getsoul.com & enter code TODDCAST for 30% off your first order. Refresh your wardrobe with Quince. Go to https://Quince.com/chuck for free shipping on your order and 365-day returns. Thank you Wildgrain for sponsoring. Visit http://wildgrain.com/TODDCAST and use the code "TODDCAST" at checkout to receive $30 off your first box PLUS free Croissants for life! Timeline: (Timestamps may vary based on advertisements) 00:00 Chuck Todd’s introduction 02:30 Georgia Republican senate race headed to runoff 04:00 Democrats outvoted Republicans by 100k votes in Georgia 05:30 Breakdown of primary results from Idaho 06:00 An independent has a better chance to win in Idaho than a Dem 06:30 Brad Little was able to stand up to Trump & survive 07:00 You can’t oppose Trump and be a Republican in good standing 08:00 We now have a “woke right” that Trump is leading 08:45 Trump’s initial appeal was not having to conform to a certain mindset 09:30 Cancel culture is now Trump targeting any Republican who crosses him 10:45 Republicans can’t oppose taxpayer funding for Trump’s ballroom 11:30 Trump is as defensive about Epstein as he was about Russia 12:45 There’s a lot of circumstantial evidence with Trump/Epstein 13:15 Trump angry that Lauren Boebert won’t drop Epstein 14:00 Ken Paxton’s election denialism is what won him Trump’s support 15:15 Cassidy and Cornyn supported 90% of Trump’s agenda…wasn’t enough 15:45 Elected Republicans know that Trump can end their career in a primary 17:00 It’s Trump’s party but he’s setting it up for massive failure 17:45 GOP senators relieved they don’t have to vote for ballroom funding 18:15 There’s a growing YOLO caucus in the Republican senate 19:15 Republicans will have to spend way more money in Texas now 20:00 Cornyn has raised $400m for Republicans 22:15 Trump seems clueless or in denial that the GOP is set up to fail in the fall 23:45 Paxton is so corrupt he belongs nowhere near political power 24:15 Talarico can beat Paxton, but it will be close 25:00 Trump doesn’t usually spend money that doesn’t help Trump 26:30 Republicans are now playing defense…do they concede NC? 28:30 Texas, NC and Ohio become an expensive trio for GOP to defend 29:00 Several other potential Democratic senate pickups 35:00 Barney Frank passes away at 86, served in congress 32 years 37:15 Dodd-Frank has stood the test of time 37:45 Frank was a barrier breaker as first openly gay member of congress 38:15 Frank came out in 1987 at the height of the AIDS crisis 39:30 Republicans led by Gingrich used Frank’s sexuality as a cudgel 40:45 Frank felt overly punished because he was a gay man 43:00 Frank had to work in a place where homophobia was rampant 44:00 Frank’s closing message to Dems - “Don’t litmus test yourselves into oblivion” 45:30 Frank was a larger public figure than he gets credit for 49:00 Sen. Lamar Alexander joins The Chuck ToddCast 50:30 Being a senator vs. being a governor 51:30 There are always 8-10 senators that are better than the rest 52:15 Ted Kennedy was an incredibly effective senator 53:45 The governor he succeeded was selling pardons for cash 55:30 The prior governor eventually went to jail for selling whiskey licenses 57:15 There was an inquiry about springing MLK Jr.’s killer from prison 58:30 Had to work in a bipartisan manner on day 1 to handle the scandal 59:30 Southern governors had to bring southern states out of the 50’s 1:01:45 How would you update & modernize public education? 1:03:15 Mississippi has had great success emphasizing phonics 1:04:00 Schools are best governed community by community 1:04:30 Don’t need a Dept. of Education for higher ed 1:05:00 Federal money should allow money to follow low income students 1:05:45 You need advocacy but not management from Washington 1:06:30 Hard to argue with standards created by “No Child Left Behind” 1:08:00 If you’re entering politics it should be to accomplish something 1:09:00 Goal isn’t necessarily bipartisanship, it’s to get a result 1:10:00 Style matters in politics 1:11:15 Politics has become all money and media - Predicted Trump as president 1:12:00 The digital democracy doesn’t provide incentive for legislating 1:13:30 Money has consumed our politics, how do we fix it? 1:14:45 NC senate race could be the first billion dollar senate race 1:15:15 People always find a way around campaign finance limits 1:17:00 John Kerry was first pres. candidate to spend huge sums of personal $ 1:18:45 Why couldn’t John Baker get traction but George Bush did? 1:20:00 Governor is the best job to prepare you for the presidency 1:21:00 Carter didn’t understand D.C. when he got there, Clinton did 1:21:45 George W. Bush was the most “normal guy” out of recent presidents 1:23:30 Debate with Obama over healthcare gave both sides a platform for their views 1:24:45 Didn’t want to over debate Obama for spectacle, give him notes afterwards 1:25:30 Proposed states swapping Medicaid admin for K-12 admin to Reagan 1:26:45 Medicaid was cramping states ability to effectively manage public ed 1:27:15 Vice taxes have been relied on as a way to pad state government budgets 1:28:30 Are we too reliant on vices to fund state budgets? 1:29:45 Could you propose a raise to gas tax in today’s GOP? 1:31:15 Where is the Republican party headed in the post-Trump era? 1:32:00 Partisan primaries created more ideologically extreme candidates 1:34:15 Most national politicians from Tennessee came from eastern TN 1:34:45 Elements of Trumpism were emerging in early 2000’s GOP politics 1:36:45 GOP needs to nominate someone with a different temperament than Trump 1:37:30 Lack of character and morality in modern politics 1:38:30 Politics has caused ruptures in families, might dissuade good people from running 1:40:00 Trump has been both good & bad for the GOP - The party had become ossified 1:41:00 Trump made a major error in pardoning the J6 rioters 1:41:45 The peaceful transfer of power is the most important element of democracy 1:43:00 Washington shouldn’t operate on a pay to play basis 1:44:45 When did you first connect with Doug Bailey? 1:46:45 What advice did you get from Bailey when you were governor? 1:49:00 Purpose of memoir was to explain the goals he had as a public servant 1:50:15 The republic will survive, but we have work to do to make it survive 1:51:30 We suffer from a lack of two party competition 1:53:15 Ask Chuck 1:53:30 Is it possible the U.S. ever defaults on the national debt? 1:57:45 Is there a scenario where states coordinate gerrymandering reforms? 2:01:15 Are Dems in a no win scenario when it comes to redistricting? 2:06:30 Any chance senators like Cornyn or Cassidy could break ranks? 2:11:15 How can you say don’t fight fire with fire to people whose rights are threatened?See omnystudio.com/listener for privacy information.
Chuck Todd walks through a primary night that should make every elected Republican break out in a cold sweat — Democrats outvoted Republicans by 100,000 votes in Georgia. He argues we now have a fully formed "woke right" — and Trump is leading it. The man who built his political brand on refusing to conform to anyone's mindset has become the most aggressive cancel culture warrior in American politics, ending the careers of Republicans who cross him. The downstream consequences are catastrophic for the GOP: Republicans will now have to dump enormous money into Texas to defend a seat that was supposed to be safe, and Texas joins North Carolina and Ohio as an expensive trio Republicans will struggle to defend. Trump appears either clueless or in denial that he's systematically setting his own party up for massive failure, but Chuck notes a "YOLO caucus" is quietly emerging among Senate Republicans who know they're toast and may act more independently. He closes with a moving tribute to Barney Frank, who died at 86 after 32 years in Congress — the architect of Dodd-Frank, the first openly gay member of Congress, who came out in 1987 at the height of the AIDS crisis and endured Gingrich-era homophobia that he felt punished him beyond what any straight politician would have faced. Frank's parting message to today's Democrats sits at the center of Todd's episode and arguably explains why the party keeps losing winnable elections: "Don't litmus test yourselves into oblivion." Finally, he answers listeners’ questions in the “Ask Chuck” segment. Predict the action all the way through the finals. Sign up now for your twenty-five dollar bonus on https://fanduel.com/predicts Link in bio or go to https://getsoul.com & enter code TODDCAST for 30% off your first order. Refresh your wardrobe with Quince. Go to https://Quince.com/chuck for free shipping on your order and 365-day returns. Thank you Wildgrain for sponsoring. Visit http://wildgrain.com/TODDCAST and use the code "TODDCAST" at checkout to receive $30 off your first box PLUS free Croissants for life! Timeline: 00:00 Chuck Todd’s introduction 02:30 Georgia Republican senate race headed to runoff 04:00 Democrats outvoted Republicans by 100k votes in Georgia 05:30 Breakdown of primary results from Idaho 06:00 An independent has a better chance to win in Idaho than a Dem 06:30 Brad Little was able to stand up to Trump & survive 07:00 You can’t oppose Trump and be a Republican in good standing 08:00 We now have a “woke right” that Trump is leading 08:45 Trump’s initial appeal was not having to conform to a certain mindset 09:30 Cancel culture is now Trump targeting any Republican who crosses him 10:45 Republicans can’t oppose taxpayer funding for Trump’s ballroom 11:30 Trump is as defensive about Epstein as he was about Russia 12:45 There’s a lot of circumstantial evidence with Trump/Epstein 13:15 Trump angry that Lauren Boebert won’t drop Epstein 14:00 Ken Paxton’s election denialism is what won him Trump’s support 15:15 Cassidy and Cornyn supported 90% of Trump’s agenda…wasn’t enough 15:45 Elected Republicans know that Trump can end their career in a primary 17:00 It’s Trump’s party but he’s setting it up for massive failure 17:45 GOP senators relieved they don’t have to vote for ballroom funding 18:15 There’s a growing YOLO caucus in the Republican senate 19:15 Republicans will have to spend way more money in Texas now 20:00 Cornyn has raised $400m for Republicans 22:15 Trump seems clueless or in denial that the GOP is set up to fail in the fall 23:45 Paxton is so corrupt he belongs nowhere near political power 24:15 Talarico can beat Paxton, but it will be close 25:00 Trump doesn’t usually spend money that doesn’t help Trump 26:30 Republicans are now playing defense…do they concede NC? 28:30 Texas, NC and Ohio become an expensive trio for GOP to defend 29:00 Several other potential Democratic senate pickups 35:00 Barney Frank passes away at 86, served in congress 32 years 37:15 Dodd-Frank has stood the test of time 37:45 Frank was a barrier breaker as first openly gay member of congress 38:15 Frank came out in 1987 at the height of the AIDS crisis 39:30 Republicans led by Gingrich used Frank’s sexuality as a cudgel 40:45 Frank felt overly punished because he was a gay man 43:00 Frank had to work in a place where homophobia was rampant 44:00 Frank’s closing message to Dems - “Don’t litmus test yourselves into oblivion” 45:30 Frank was a larger public figure than he gets credit for 46:30 Ask Chuck 46:45 Is it possible the U.S. ever defaults on the national debt? 51:00 Is there a scenario where states coordinate gerrymandering reforms? 54:30 Are Dems in a no win scenario when it comes to redistricting? 59:45 Any chance senators like Cornyn or Cassidy could break ranks? 1:04:30 How can you say don’t fight fire with fire to people whose rights are threatened?See omnystudio.com/listener for privacy information.
Send us Fan MailGet an exclusive price for vidIQ! https://link.vidiq.com/podcastWant a 1 on 1 coach? https://vidiq.ink/theboost1on1Join our Discord! https://www.vidiq.com/discordWatch the video here:https://youtu.be/mS56rgib18AWe talk with Max Miller from Tasting History about the real choices that turned a creative side project into a full-time YouTube career. We dig into niche selection, early distribution, handling critique, and the practical routines that keep the channel sustainable through big spikes and everyday burnout.• building a food history format that feels educational and watchable • moving from theatre and Disney marketing into owning a creative project • finding a niche through personal habits and viewer curiosity • learning production basics fast while keeping gear simple • promoting early videos through Reddit and targeted communities • deciding which critiques improve the work and which to ignore • navigating COVID-era growth and a major garum-driven breakout • understanding monetization swings and staying financially cautious • choosing between returning to Disney and committing to YouTube • working with a small support team while keeping creative control • managing burnout with tighter task lists and realistic priorities • brainstorming a fresh channel concept built around museum artIf you want to YOLO, go over and check out Tasting History with Max Miller.
Take the 2026 AI Engineering Survey and get >$2k in credits and AIE WF tickets!This was recorded before Railway suffered a major GCP outage on May 19, despite being a multi-AZ, multi-zone mesh ring, with HA fiber interconnects between their Metal GCP AWS, because workload discoverability was unintentionally still tied to GCP. All has been resolved with a post-mortem.Railway did not start as an AI infrastructure company.It was founded in 2020 years before agents became the default way people thought about deploying software. Jake Cooper, formerly at Bloomberg and Uber, started Railway with a simple obsession: the activation energy to ship something to production should be near zero. Push code, get a URL, iterate. No Docker files, no Kubernetes manifests, no Ansible scripts stacked on Ansible scripts.For years, this was a slow grind. Railway spent its first 18 months hand-acquiring its first 100 users with Jake personally greeting every Discord signup on a second monitor.Today, Railway has raised $124m and is growing very fast. A 35-person team supports 3 million users, adding roughly 100,000 signups a week. Their bare metal data centers have a 3-month payback period vs. renting in the cloud, with 70% margins funding aggressive cloud bursting when needed. The servers they own have actually appreciated in value as RAM prices have climbed basically meaning the value of their hardware now exceeds the capital they've raised.From rebuilding Railway's network overlay over a weekend to moving the vast majority of workloads onto its own bare metal data centers, Jake Cooper is trying to build a new cloud for an agent-native world. In this episode, Railway's founder and “conductor” joins swyx and Alessio to unpack why the next era of software infrastructure is not just “Heroku but newer,” what agents need that humans did not, and why the old deployment loop of Git, PRs, CI/CD, and static cloud resources may be heading for a rewrite.We go deep on Railway's infrastructure stack: own-metal data centers, three-month cloud payback periods, cloud bursting, data center debt, Railpack, Nixpacks, Temporal, feature flags, Central Station, content-addressable filesystems, agent-safe production forks, and why the CLI may become more important than the canvas in an agent world. Jake also shares the founder journey behind Railway, how the company survived losing $500K/month, why it now serves millions of users with only 35 people, and why he believes the pull request is dying.We discuss:* How Railway went from a slow six-year grind to adding 100,000 users a week* How Railway thinks about agents as the next dominant software species* Why agents need version control, observability, compute, storage, and orchestration at 1000x scale* The economics of Railway's own-metal data centers and three-month payback* How Railway uses cloud bursting while scaling its own infrastructure* Why data center debt can be a better tool than venture debt for infra startups* Central Station, Railway's internal system for clustering customer feedback and incidents* Why responsible disclosure and over-communication matter for platforms* Why feature flags, progressive rollouts, and shadow traffic are essential for agents* Temporal's strengths, pain points, and why workflows matter for agents* Railpack, Nixpacks, Nix, and lazy-loaded content-addressable filesystems* Why “cattle, not pets” may change if you can clone the pets* Why Railway is building a new cloud from scratch instead of copying hyperscalers* The solo founder path, focus, writing, and how Jake thinks about company buildingRailway:* Website: https://railway.com/* X: https://x.com/RailwayJake Cooper:* LinkedIn: https://www.linkedin.com/in/thejakecooper/* X: https://x.com/JustJakeTimestamps00:00:00 Introduction: What Is Railway?00:02:07 Jake's Path to Railway00:06:13 Railway's Six-Year Growth Story00:08:52 Rebuilding the Business After the Free Tier00:11:17 Agents as the Next Software Platform00:13:29 Railway's Infrastructure Philosophy00:15:42 Bare Metal, Cloud Economics, and the Compute Crunch00:17:22 Cloud Bursting and Five-Cloud Networking00:20:20 Data Center Debt and Infra Financing00:23:31 Data Centers in Space00:25:24 What Agents Need From Infrastructure00:28:24 CLIs, Canvas, and Agent-Native UX00:35:15 Central Station, Incidents, and Responsible Disclosure00:40:30 Safe Rollouts, SRE Agents, and Production Forks00:45:00 AI SRE, Specs, Code, and Tests00:48:24 Self-Replicating Infrastructure and the New Serverless00:53:18 Heroku, Temporal, and Workflow Engines01:04:07 Railpack, Nixpacks, and Lazy-Loaded Filesystems01:06:01 Coding Agents, Token Spend, and Roadmap Acceleration01:10:56 The Pull Request Is Dying01:12:28 Feature Flags and the Agent-Era SDLC01:16:15 Cattle, Pets, and Cloning Machines01:19:29 Solo Founder Lessons01:24:12 Focus, GPUs, and Building a New Cloud01:28:20 Closing ThoughtsTranscriptAlessio [00:00:00]: Hey, everyone. Welcome to the Latent Space Podcast. This is Alessio, founder of Kernel Labs, and I'm joined by Swyx, editor of Latent Space.Swyx [00:00:10]: Hey, hey, hey. Today we're in the studio with Jake Cooper of Railway.Alessio [00:00:14]: Conductor of Railway.Swyx [00:00:15]: Conductor at Railway. Yeah.Alessio [00:00:16]: Choo-choo.Swyx [00:00:17]: Do you actually have that anywhere, like on your business card?Jake [00:00:20]: We call some of our volunteer moderators conductors. I don't have a business card. We're not that big yet. At some point I will. I got handed a nice business card from the Supermicro folks, and I was like, “Damn, this is pretty official.”Swyx [00:00:30]: Business cards are coming back.Jake [00:00:32]: They're cool. They're hip. The conductor thing is good. We're trying to figure out what we want to call each other internally. Some people think it's super cringe and say, “You don't need a name for people internally.” Some people want to call each other something. We still don't have a really good one.Jake [00:00:55]: We've got New Railcrews, Trainiacs. Nothing has stuck yet.Swyx [00:01:00]: I like Trainiac. Trainiac sounds good. Railwayians. For those who don't know, what is Railway? Let's give people a crisp definition up front.Jake [00:01:09]: Railway is the easiest way to ship anything. You go to the canvas, or you talk with Claude, and you say, “Deploy a Postgres instance, deploy my GitHub repository, run this code,” and you're off to the races.Swyx [00:01:22]: You've got a nice animation on the landing page.Jake [00:01:24]: Thank you. None of my work, by the way. They don't let me touch the design stuff anymore.Jake [00:01:25]: We want to make it trivially easy not just to deploy things, but to evolve applications over time. Most tooling right now stacks entropy on top of entropy: Docker, Kubernetes, Ansible scripts, and all these other things. If we can version all of your software and keep track of all the changes, then we can make it trivial to clone environments, fork into a parallel universe, get copies of production data, get copies of any services, make changes, validate them, and collapse them back in without reproducing everything across a staging environment.The Railway Origin Story: From Uber Systems to a New CloudSwyx [00:02:07]: I was looking at your background: Bloomberg, Uber. Nothing immediately stands out as, “This guy is going to found the next great platform as a service.” What prepared you for Railway?Jake [00:02:21]: It was curiosity to keep going deeper. I started out on front-end stuff, working on Wolfram Mathematica and porting it over. Then I briefly moved to Bloomberg, then toward Uber and distributed systems, taking the Jump Bikes systems and moving them to a distributed system built on top of Cadence, the pre-Temporal Temporal.Swyx [00:02:44]: Which, by the way, I'm happy to talk about, pros and cons.Jake [00:02:48]: Totally.Swyx [00:02:51]: But let's do the Railway story.Jake [00:02:52]: It has been a continual step of wanting an experience. Whether it's walking up to a bike, unlocking it, and having it work frictionlessly, or something else, the depth required to make that happen follows from the experience. A lot of the work I do, and a lot of the team does, is in service of that experience. We fundamentally don't care how deep we have to go. We will swim to the bottom of the swimming pool to get the experience.Jake [00:03:17]: I don't have a physics PhD. I did an EECS degree. It has always been about figuring out the next step: how do we get there? That's what led to starting Railway for that experience and then moving all the way to bare metal data centers. I was adding patches to the kernel this week to get the experience there because I can see how much better it can be.Swyx [00:03:49]: Other patches to the Linux kernel this week?Jake [00:03:51]: Yeah. Not upstream. Our fork.Swyx [00:03:52]: That's a flex. Railpack? No, this is different. This is the OS on top of Railpack?Jake [00:03:57]: No, this is an actual kernel patch. It's always literally: what do we have to do to get that experience? Then figure it out. Anything is figureoutable.Swyx [00:04:10]: Would you send the patch upstream, or does it not fit other use cases?Jake [00:04:13]: Maybe. We have to work out the experience internally. It has to do with the storage layer we're building for some of the agentic stuff. Maybe it'll be useful upstream, but it's deeply useful for us internally.Open Source, Forks, and Non-Deterministic VersioningSwyx [00:04:29]: You mentioned open source before. How do you think about starting from open source, and then coding agents letting you do a lot more from forks of it?Jake [00:04:38]: GitHub's original sin is that it's almost a series of broken pointers. You have this thing, then you clone it, and now you've lost the whole upstream. How do we make it trivial for people to modify really small pieces of it?Jake [00:04:51]: We think of Git in a discrete sense: I've either made a change and merged upstream, or I haven't. What would it look like if it were percentage-based, a little more non-deterministic, or a stream of changes that users traverse as a percentage rolled out in general and then rolled all the way up?Jake [00:05:13]: We have the open-source kickback program and let you deploy templates because we want to make it trivial for people to version these shards over time. It solves a large problem around authentication, authorization, and security. NPM has a way to define, “Don't take any new packages.” The ideal end state is that you roll out progressively to users with the minimum impact zone and continue rolling up. JPMorgan should probably be the last one on the patch line, for all our sakes, because our money and livelihoods are there.Jake [00:05:53]: It's okay if Johnny Vibe Coder gets a broken patch because there's so much entropy in the system that the rubber has to meet the road at some point. You have to test at varying levels.The Long Grind: First Users, Free Tier, and Making the Business WorkSwyx [00:06:13]: I wanted to pull up this glorious chart, which is your usage or number of daily signups?Jake [00:06:22]: Daily signups, I think.Swyx [00:06:24]: You started six years ago. It was a slow grind, and now you're on a rocket ship. You say, “Don't doubt your fight and don't quit.” Maybe pick out certain points that were key inflections for the company.Jake [00:06:40]: At the start, it's about getting your first 100 users, hell or high water. We had a website and a support link. The support link was the Discord channel. I had notifications on with two monitors: the monitor I was working on and the other monitor with Discord. If anybody came in, I was immediately like, “Hey, how's it going?” It was rare, so getting those first 100 users to come back was the start.Jake [00:07:14]: Then you build a consultancy factory because users want all these things. You have to go back to the board and ask, “What is the actual product offering I want to build on top of this?”Jake [00:07:28]: VCs want charts that always go up and to the right, but in reality you don't necessarily want charts that look like that. For us, there have been periods of expansion where we add features to test use cases, and periods of compaction where we ask, “If the experience we have is good, how do we make it significantly better?” Maybe we strip out features that don't fit our ICP anymore.Jake [00:07:57]: The boom from 2022 to 2023 came from the free tier. Everybody under the sun was using it.Swyx [00:08:09]: A lot of Reddit bots and Discord bots.Jake [00:08:12]: And crypto miners. When you build an open product on the internet where anybody can sign up, the internet is a horrible place with so many things. You go through periods of asking, “How do I reach as many people as possible?” Then, “How do I fit the exact use case for the people who really matter and are really excited about this specific thing?”Jake [00:08:39]: Then there was a two-year period of making the actual business work. During the free-tier era, we were losing about half a million dollars a month.Swyx [00:08:59]: On a $20 million bank account.Jake [00:09:02]: On a $20 million bank account with maybe $50,000 a month in revenue. That's a horrible business. I don't know how anybody invested. But you have to go through it and say, “We have an experience people love, but the business has to work.”Jake [00:09:17]: There are two schools of thought. You can run the horrible business all the way up with bad margins, or you can go back and make it work. We've always wanted a super lean team. We're 35 people right now. It's very small.Swyx [00:09:36]: Supporting three million already?Jake [00:09:38]: Yeah. We're adding 100,000 users a week right now, so it's growing fast. We don't want to add headcount for the sake of headcount or throw bodies at problems. We want to build systems. It's hard to build systems during expansion because you're adding things to the system because people are asking for them or things are breaking.Jake [00:10:00]: We had to cut off the free users for a little while, rebuild the business, and make sure it worked. We want to reach as many people as possible because software is important. It's become difficult to create things in the physical world, so it's important to make it easy for people to build in the virtual world and have access to creation. But there are legs to that journey.Jake [00:10:30]: You can see divots in the charts. If you follow between 2025 and 2026, it's either summer or winter. People go on holiday with family.Swyx [00:10:50]: It affects that much?Jake [00:10:51]: Yeah. It's kind of B2C and kind of B2B. People are shipping constantly, then they stop. Our activation curve now shows more people activating on weekdays because we have more business users, so it smooths out over time.Agents as the New Interface to DeploymentSwyx [00:11:17]: Was there a point where you started prioritizing AI development or agent development?Jake [00:11:24]: We've prioritized agentic as a top-of-funnel thing. Over the last six months, we've deeply prioritized agentic as a mechanism to build and deploy things because we believe the curve is so steep and that is how people will build and deploy software.Jake [00:11:42]: It almost fundamentally doesn't matter whether this is dot-com or not because we're all on the internet anyway. If agents are going to deploy a bunch of things and we hit an inference wall at some point, we'll fix those problems. The dominant species over the next 10 years is that we've moved from assembly to C to C++ to JavaScript to words. You're going to need to close that loop.Swyx [00:12:13]: When you say this is dot-com, did you mean buying the domain, or the general case?Jake [00:12:17]: I mean the dot-com era, when companies had a huge run-up because people understood the internet was important. Then they hit bottlenecks, fundamental laws of physics, math didn't work, and everybody came back down to earth. But it didn't matter because the internet became so impactful. If you operate on a long enough time horizon, you should build these things anyway because you can see where it's going.Jake [00:12:45]: That's where I think a lot of agent stuff is. You get to a point where you're running thousands of agents in parallel. What is the inference cost? What is the compute cost? How do you make that efficient? How do you coordinate all this? We have issues coordinating humans; we don't even have good tooling for that. Now we have to figure out how to get agents to coordinate, safely version changes, and know when to raise their hand for someone to intervene. Otherwise it becomes an interrupt factory.Railway's Infrastructure Thesis: Network, Compute, Storage, and MetalSwyx [00:13:19]: Let's go right into the technical side. What are the core infrastructure or architectural beliefs of Railway that allow you to do what you do?Jake [00:13:29]: The primitives matter a lot for us. We need network, compute, storage, and orchestration around it. You need control over a lot of those things. We've talked a lot about how we don't really use Kubernetes because we want higher-order control to place workloads in very specific places.Jake [00:13:48]: The reason is that you have to be very efficient with agents: memory reuse and all these other things, or you're going to massively blow up your cost structure. Being able to rack and stack your own servers and build your own metal unlocks performance and cost. Experiences where you're running 1,000 agents in parallel are not massively cost prohibitive.Jake [00:14:13]: Token use and compute use are blowing up. Over time, those things have to get a lot more efficient. You can get a lot of margin to make those experiences solid by building your own metal. That's all in service of offering a differentiated experience to as many people as humanly possible.Swyx [00:14:51]: You have a data center in Singapore.Jake [00:14:53]: Yeah. We have two in every other region now. In Singapore, we're adding a second one in Q3.Swyx [00:14:58]: What's it like? I've never built a data center. Do you go to Equinix and say, “I want some slots?”Jake [00:15:05]: Yeah. Equinix. You basically go and say, “I want power and I want a cage.” They say, “Great, here's what it's going to be.” You rent the cage for a period of time, fill it with racks and servers, and hook up internet to it. That's all the pieces.Swyx [00:15:36]: Then you handle everything else.Jake [00:15:37]: You handle everything else.Swyx [00:15:39]: What's the math versus clouds doing it for you?Jake [00:15:43]: If we rented in the cloud, our payback period when we go to metal is about three months.Swyx [00:15:50]: Which is crazy.Jake [00:15:51]: It's nuts. That's four years of depreciated hardware. You're going to see a lot of this compute crunch because hyperscalers are buying up a lot of stuff. We're working directly with OEMs, resellers, and people building these machines: Supermicro, Dell, and others.Jake [00:16:11]: Upstream, there's a bunch of supply pressure. When we raised our last round, between deploying capital for servers and now, the amount of money we've raised is less than the amount of money we have in the bank plus the value of the servers because the servers have appreciated as RAM has gone up. It's nuts how valuable hardware has become.Jake [00:16:50]: If you look at hyperscalers, they deployed around $80 billion of capital expenditures this year, and next year will be more. That's a massive infrastructure build-out. You look at that and think it's crazy that they're spending way more than the Manhattan Project. But if every person is going to run dozens or hundreds of agents in parallel, you have no conceptual idea how much compute is required to make that experience happen, even if you're deeply efficient and sharing resources. And that doesn't even count inference.Swyx [00:17:22]: How do you plan the build-out? The growth chart is so vertical. Are you usually at 100% utilization as soon as racks are live? How far ahead are you planning?Jake [00:17:33]: We still maintain cloud presence for bursting. We work with AWS, GCP, and a few other clouds. We can rent, and then the moment we get space or power, we compact those workloads off the cloud. We started on the clouds, then built a system to migrate to our own metal. There's nothing that says you can't continually do that again, and that's exactly what we do. We never want to be compute constrained.Jake [00:18:09]: At the start of the year, we actually became compute constrained because one upstream provider wasn't able to give us quota at the rate we needed, and the hardware was slower. I spent a weekend rebuilding our entire network overlay so we could straddle five clouds: Oracle, AWS, ourselves, GCP, and one other one. We can do more than that now.Jake [00:18:38]: We got into a spot where we were trying to pack instances tight because we couldn't get enough compute. That led to a few reliability issues, which are now past us. I made a tweet pointing out that it's becoming harder and harder to acquire compute at the rate these models need to acquire compute. We got bit by it.Swyx [00:19:15]: How do you think about pricing knowing you might not have your own metal available at all times? Are you pricing assuming you need extra margin if you end up going into the cloud?Jake [00:19:26]: Because we've built out our metal data centers, our margins on metal are around 70%. We can deeply subsidize the cloud business if we want to scale at a reasonable rate. We have a few levers: metal, which makes the margins; cloud burst; debt to buy servers; and venture capital. It's an interesting operational problem: how much cash do we have, how much should we raise, how quickly can we deploy it, and can we scale revenue as quickly as we scale compute?Jake [00:20:05]: If we continue making it trivially easy for people to build and deploy, then the faster we close that loop and the more operationally excellent we are with capital, the faster the business can scale. It's almost a straight linear deployment rate.Financing Infrastructure: Hardware Debt, VC, and Operational LeverageSwyx [00:20:20]: I think infra startups raising debt is a tool people don't utilize enough or know enough about. What can you tell us about that? Is it secured against your CPUs?Jake [00:20:32]: It's secured against our hardware.Swyx [00:20:37]: What rates do you get? Who are the lenders?Jake [00:20:39]: We pay prime plus a spread, and we can refinance any of the debt as rates go down. The terms are pretty good. The unfortunate thing is that Twitter has no nuance, so people say, “Venture debt bad.” But as with all things, there are specific tools and areas where you can be deliberate instead of using one tool as a hammer. Venture capital is not the hammer for everything. You have to explore and figure out what works.Swyx [00:21:12]: VC is usually the most expensive financing you can get.Jake [00:21:15]: Yeah. I also think people think about VC incorrectly from a capital-raising perspective. Most people think, “How do I raise as much money as possible from whoever is probably the best I can get at that time?” That's close to right, but what we've tried to do is figure out what unfair advantage we can buy with that equity.Jake [00:21:34]: It's the most expensive equity you're going to give away at that point in time, assuming the company keeps getting better. How do you use it to work with someone stellar who complements you? In the seed stage, I had never started a company. Ray Tonsing had good advice, and I could text him all the time. He was really fast. Awesome.Jake [00:22:01]: Then with John and Erica at Unusual, they said, “You roughly know what you're doing building a product. We'll mostly leave you alone and be available for advice.” Amazing. Then we got to Series A and the business was an operational tire fire because we didn't know how to scale a business. Work with Erica, and Jordan is over at Redpoint, so bonus.Jake [00:22:28]: Now we've raised from TQ and FPV as we're moving into enterprises. Every step of the way, we've asked: who can we partner with at this specific time to unlock the next section of the journey? I don't know enterprise sales. As an engineer, I can eyeball what features we might need, and we have wonderful people internally who can help. But you want boardroom dynamics where everyone is aligned and asking, “How do we win this?” instead of bickering about strategy.Data Centers in Space and the Physics of ComputeSwyx [00:23:31]: You had a tweet about data centers in space. Why no data centers in space?Jake [00:23:37]: It's not “no data centers in space.” My hot take is that I think it is solvable. I've just never seen anybody solve it.Swyx [00:23:49]: You said, “How are you going to dissipate that much heat in a vacuum?” You're making a physics claim.Jake [00:23:55]: I haven't seen anybody prove how you're going to dissipate that much heat in a vacuum. It doesn't mean it's not possible. It just means nobody has brought it up yet.Swyx [00:24:05]: Astrophage.Jake [00:24:06]: I don't know what that is.Swyx [00:24:07]: The Martian thing. Okay, you're very logical.Jake [00:24:09]: It could work. A lot of people are putting the cart before the horse. They say, “We're going to put data centers in space.” Okay, but how? “We have time to figure it out.” It's like in The Martian where they ask how they're going to intercept something and say, “We'll figure it out.”Swyx [00:24:36]: Making a bet on human invention is weird because you blind trust that it can be solved. But with physics, there are first-principles bounds you can put on it. Maybe not. Maybe you're asking to travel time or break a fundamental thermodynamic law.Jake [00:24:57]: I don't know how VCs do this either. How do you know what's not possible and a grift versus what's possible but sounds completely insane? “We're going to put data centers in space.” Coin flip as to which it is, and I guess you'll know in 10 years. That's one cycle.What Agents Need: Versioning, Observability, and 1,000x ScaleSwyx [00:25:23]: Moving back to agents. The branching, fast spin-up, and orchestration you do feels like pre-work that happened to be exactly what agents want. What do agents want differently than humans?Jake [00:25:37]: They want the ability to version things. It's not that different; it materializes slightly differently. Agents want a way to test changes incrementally. Engineers have feature flags. Is there a reason agents can't use feature flags? I don't think so.Jake [00:25:54]: They want version control. Can we use Git or not Git? That one is up in the air. I think something outside Git will emerge for how we version these things over time. They need observability. You need to query what happened, when it happened, which steps failed, traces, logs, metrics, and all the rest. They need network, compute, and storage. They need to write files, save files, iterate on files, and snapshot file systems.Jake [00:26:25]: A lot of what humans needed is in line with what agents need. Branching and forking are not different; we're just moving 1,000 times quicker. It can look like you need something massively different, but what you need is something massively better than what existed. You need orchestration massively better than Kubernetes. You need networking probably better than Envoy. It goes all the way down the stack.Jake [00:26:55]: If the workload profile doesn't change so much as it gets massively compressed because you need thousands of these things, what assumptions change? etcd is going to melt. You need to replace it with something. You can go all the way down the stack and say, “That part has to change, that part has to change, and that part has to change.”Jake [00:27:19]: The interesting thing about the super-exponential curve is that you have to build systems where you can rip out those parts at any time because a new bottleneck might emerge. You get good at parallel agents, and a different part of the system breaks. So it's similar to what humans needed, but at 1,000x scale.Jake [00:27:55]: How do you do code review in the age of agents?Swyx [00:28:00]: You throw more agents at it.Jake [00:28:01]: You don't. But then who reviews for CVEs and all these other things?Swyx [00:28:07]: More agents.Jake [00:28:08]: And that's how we hit the inference wall. You can continually throw agents at the problem, but I think there's a limit to the number of agents you can throw at a problem.CLI, Agent Handles, and Closing the LoopSwyx [00:28:24]: You already had a CLI before it was cool. How is the shape of what you're exposing changing, if at all?Jake [00:28:28]: CLIs have always been cool. The CLI changes because we think about how to give Claude, Codex, ChatGPT, or any model a handhold.Jake [00:28:50]: A CLI is a single command: deploy, get logs, and so on. Things that were prohibitively annoying to humans are not annoying to agents. They're nice. If I handed you a CLI with 40 arguments and 600 flags, you'd think, “I'm never going to use all of this.” But if you hand it to an agent, it says, “This is excellent. I have so many handles to work with.”Jake [00:29:24]: If you're going to expose things to agents that way, you want as many handles as possible where they can get information, query dynamic information, and close the loop quickly. Most problems right now are about how to close the loop as quickly as possible. Where does the agent get stuck, and how can you remove that?Jake [00:29:49]: Telemetry is important. If you can tell where the agent gets stuck from the CLI and say, “12% of people deviate from the happy path because of this, and now I add this argument and drive it down to 2%,” you massively increase the rate of loop closure.Jake [00:30:03]: That's how we think about not just the CLI, but every point in the dashboard. It's a user journey: I hear about Railway. I get something deployed. I get my first green build or aha moment. I see an endpoint, logs, whatever. Then I iterate. The iteration loop is indefinite. The user wants to deploy a new thing, a Postgres instance, change code, and keep iterating.Jake [00:30:36]: If you focus on the iteration loops and what's blocking them from closing quickly, one thing we say internally is: you never want to be waiting on compute anymore. You always want to be waiting on intelligence. If you're waiting on compute, there's a bottleneck that needs to be destroyed because eventually that bottleneck becomes so large that another workflow emerges to change it.Jake [00:31:04]: We've built a product where you push code, build it, and so on. But I fundamentally believe the push-pull loop is going away. We'll get to a point where you make a small change in production, that change is versioned across your infrastructure, you're working alongside copy-on-write versions of your database and infrastructure, and then you merge it in and it's instantaneously live. That's the holy grail of loops. The push-pull-rebuild thing is a point of friction that we're removing entirely.Canvas as Output: Dashboards, Context Anchors, and HyperstructuresSwyx [00:31:43]: It's incredibly fast. If anyone hasn't tried it, that fast feedback is great. My hot take is that Railway was famous for its canvas, which visualizes your infrastructure and lets you manipulate it visually. But that was for humans. For the next phase of growth, Railway CLI is more important than canvas.Jake [00:32:05]: The canvas is funny because it's a mechanism to show changes over time. You're right that previously we used it a lot as an input. Moving forward, its goal is more like an output. You would go to the canvas, make changes, see them, and watch your infrastructure evolve. Now agents have access to the CLI and can make those changes. So the canvas becomes an output: what information does the human need at this moment to make suitable decisions about control requests? Do I approve this or not?Jake [00:32:57]: It also has to be an anchor for your context, a port in the storm. Think of it like layers in a file system. You start with a project, then drill down into services, then into a function or code, because you want to represent the entire thing not just in your head, but in the canvas. Other people can share that representation, think on the same wavelength, and move quickly.Jake [00:33:33]: A lot of organizations get in trouble as they scale because all the context lives in someone's head. “How does this microservice work?” “I have no idea; go ask this person.” Then you have whole categories of products built around context discovery. A lot of that melts away if you have a solid hierarchy and can infinitely nest services, code, context, and everything else all the way down. That's what lets you build these structures over time.Jake [00:34:18]: It's also what lets us build what I've called hyperstructures: things that are way bigger. You look at the Golden Gate Bridge and ask, “How did we build that?” There's a meme that we lost the technology. To some extent, yes, because the coordination that built those things evolved and changed. We lost some of the art of building structure as we jammed everything into Slack.Swyx [00:34:52]: But you jam everything in Discord.Jake [00:34:53]: Same point. It doesn't matter. It's message passing and interrupts, message passing and interrupts.Swyx [00:35:00]: So you're arguing there should be something better and more structured than Slack?Jake [00:35:04]: Yeah. For sure. I think Slack is awful, and Discord is awful too.Central Station: Context Routing, Support, and Incident ClustersSwyx [00:35:09]: This is the equivalent of my mom test. What have you done that has your solution to this?Jake [00:35:15]: Internally, we've built a tool called Central Station that aggregates all the context from our users. Every piece of feedback, every customer support item, everything gets aggregated into clusters. If an incident is brewing, we can determine how many users are affected and break off a discussion based on that.Jake [00:35:40]: That is more helpful than long-running channels where you're trying to decide which channel to put something in. If you can dynamically aggregate information and dynamically route it to the right person based on context, it works better. We know internally that these four people are close to networking. If we see a networking thing, we can drill it down to those four people. If it's with this part, we can look at the commits. This is no longer a manual process internally.Jake [00:36:13]: If you go to station or help.railway.com, that's why we built it. We wanted to scale with a massive amount of leverage by aggregating feedback.Swyx [00:36:27]: This is built in-house?Jake [00:36:28]: Yep.Swyx [00:36:29]: I remember helping out on this one with Angelo in 2023. You scale a lot with a very small team.Jake [00:36:38]: Yeah. We're about 10 times bigger now.Swyx [00:36:40]: You have your full developer code here? Very cool.Jake [00:36:44]: If you go to railway.com/stats, we expose this as a pub-sub-able thing. It's all real-time metrics. There's a way to get it as JSON somewhere if you care.Jake [00:37:01]: We're big on trying to build everything in public and talk about what we're working on. We've had issues in the past, and we'll say, “Here's how we're fixing these things.” We've gotten compliments and flak for incident reports. We're always trying to make them better and talk with people.Incidents, Disclosure, and Progressive RolloutsSwyx [00:37:20]: You had a big one recently. I liked that it was scoped to 3,000. You presumably used Central Station. Talk through what happened and how you address it internally as a team.Jake [00:37:38]: Internally, this one really sucked. It had to do with an upstream provider that didn't do the behavior it said it documented, which is unfortunate given they wrote the RFC for how the behavior should work. We rolled those things out, and Central Station caught it initially when a couple users said caches weren't invalidating. We turned it off immediately.Jake [00:38:03]: When you roll out to a large user base of three million people, you get a lot of disparate behaviors. We tested in staging and had tests, but we hit an edge case. We've hardened those systems, and now we can make that better. But it was a tough one.Swyx [00:38:39]: I always wonder how private disclosure is supposed to work if people find an issue. Are they supposed to contact you first? When you run a platform, these things will happen. What channels should people pursue to quietly resolve it before it becomes a bigger incident?Jake [00:38:59]: There's responsible disclosure. We err on the side of over-disclosing and letting you know something is wrong versus having your provider gaslight you. We've erred on sharing those things more publicly, even if they impact a small subset of users. That's a decision we've made internally. We have four values. One is honor. The honorable thing is to notify people to the widest degree at which they may have been affected or there was an issue, and then confront it head-on: why did it happen, what can we do better?Swyx [00:39:45]: Not the whole user base. That's because of incremental rollouts and other things?Jake [00:39:50]: Yeah. Progressive rollouts.Swyx [00:39:54]: That should be the norm at all large platforms.Jake [00:39:58]: It should. A variety of companies do this. There's the quote that Meta runs 10,000 different versions of Meta. To our earlier point about agents, they need the same thing. They need shadow traffic and all these other things. We've built so much ceremony around production being sacred that we need to make it trivially easy to test different behaviors in a safe environment. Then you can make mistakes in a safe environment.Safe AI SRE: Customer Agents, Forked Environments, and Production ParityAlessio [00:40:30]: Do you see a world where these things get automatically caught, not necessarily by your agent, but by your customer's agent? The cache invalidation issue seems easy to check if you know to look for it.Jake [00:40:44]: It's hard because to determine it, we almost need to hook into your observability infrastructure. That's why we have the template loop on the platform: so you can roll things out progressively. You can roll out to Johnny Vibe Coder initially, or push a shard that someone consumes at their own leisure. Or you can roll it out over weeks: 0.1% of people, 1% of people, early adopters, then all the way up. That's the non-deterministic version control we talked about earlier.Jake [00:41:30]: I believe that's where most things should go, because most companies end up building staged rollout systems in-house. It's the same thing built again and again at every company. There's a massive opportunity to consolidate developer debt.Alessio [00:41:45]: You should have a free tier. Model providers give free tokens if you let them use the data. You could give free compute if someone is the number-one shard that goes out and lets you plug into their observability.Jake [00:41:55]: We do that. That's why we talked about the impact on 3,000 people. We start with lower-impact people. Larger companies on the platform are last to receive those rollouts so they have a version of the platform that's deeply stable.Alessio [00:42:16]: I have three services, so I'm sure I get the first rollout. You can nuke my thing at any time. There are all these SRE agent companies. Observability people also want agents that fix upstream problems. You have your own agent in the canvas now. How do you see that playing out?Jake [00:42:39]: It's the stacking entropy problem. If you don't have primitives to make iteration in production safe, it becomes difficult. If you're an observability provider saying, “Here's the fix to this error,” assume 80% are good and make sense. But in the last 20% long tail of complex issues, if you let somebody stamp it, you create an opportunity for an incident.Jake [00:43:08]: That's why forked environments are important. People have staging, but it always drifts from production. You need primitives, workflows, and experience built first-party on the platform so you can fork any service at any point in time.Jake [00:43:33]: I think of the canvas as a sheet of transparency paper. The agent is a little guy you push up into the canvas. It should say, “I need to copy that service and that service so I can test these two things.” It gets a read-only copy of production. Anything that's PII gets marked as a transform when we clone the database, create a copy-on-write version, or read from it. Then the agent makes changes and asks, “Does this actually work?” as close to production as possible.Jake [00:44:22]: That's how close you have to be, or you get massive drift. The system becomes unstable. You see this with massive systems built on Docker for local, Kubernetes for production, and a specific thing for something else. That complexity slows developers and becomes unstable at scale, making it hard to iterate. We want to compress that way down and say, “As close to prod as possible is where we want to be.”From AISRE Skeptic to Agent BelieverSwyx [00:45:00]: I was texting Erica for questions, and she says you were originally not a believer in AISRE. Have you come around on it?Jake [00:45:10]: I flipped, but I'm still not a believer in AISRE if you don't have the primitives to make it safe. If you unleash AISRE on production infrastructure without safe primitives for copying volumes and making sure things are fine, it's going to nuke your production database. It's not a matter of if, but when. I'm a big believer in making those loops safe.Jake [00:45:33]: I was a deep AI skeptic until 2023. In 2024, I thought, “Maybe I can roughly make this thing do it.” In 2025, I thought, “Now I can hold this.” Over winter break, everybody came back saying, “It's almost impossible to hold this.”Swyx [00:46:01]: Did you see this on the Claude docs? CloudBot? OpenCloud?Jake [00:46:06]: It's gotten to a point where it's harder to hold it wrong than to hold it right. There's a scene in Avengers where Vision picks up Thor's hammer and says it's terribly well-balanced. It self-balances and works well. I'm a deep believer at this point that this will be the dominant species: assembly, C, C++, JavaScript, words.Swyx [00:46:35]: It feels like a big jump.Jake [00:46:37]: It is. But it's not like you abandon CPU-based discrete logic and move straight to fuzzy logic. You need both. Your skills should call code or applications or some static structure. You can use skills to distill what the procedure should be or how the code should act.Jake [00:47:02]: I'm coming to a thesis: you need three points. You need a clear spec defining the system, the code, and the tests. When you say it out loud, if you've been in engineering long enough, you're like, “Of course. That's an RFC, tests, and code.” But they all matter. Having them together lets them reinforce each other: the spec and tests match, but the code doesn't, so reconcile it. Or the tests and code match but the spec doesn't, so reconcile that. That's the iteration loop.Jake [00:47:41]: That's why you're seeing people talk about software factories, docs, and reconciliation. Some of that is architectural astronomy if you don't implement it, but that loop is where most things will end up.Swyx [00:48:07]: For listeners, we've been talking about this on the pod for three years: the holy trinity of specs and tests. Itamar Friedman from Qodo is the reference if people want to look it up.Self-Modifying Infrastructure and the End of Push-Pull-RebuildSwyx [00:48:18]: One thing I want to mention on the OpenCloud idea is self-modification. I don't know how Railway would support it, but I have my OpenClaw, and I just tell it it has the Railway CLI and can do whatever. In theory, whatever capabilities or new infra it needs, it can call the Railway CLI, provision it, and add it to itself. The agent can modify its own infra.Jake [00:48:45]: It's nuts. I have a loop set up where you put the Railway CLI on top of something that runs on Railway. You're authenticated as whatever the current box is, and you can make any changes to it. Then you call Railway deploy, and it deploys itself.Jake [00:49:04]: It's like: “I need to spin up this instance of this environment. I already exist in this environment. Excellent, I have access to a Postgres instance now.” That's where we want to go with agentic, self-replicating infrastructure. That's your loop: iterate in production. You continue making changes. If it works, merge it upstream. If it doesn't, throw it away.Jake [00:49:37]: How do you make throwaway copies trivial to spin up and super cheap? The era of “I have an AWS instance with four vCPU and 16 gigs of RAM” is going to get destroyed. If you do that for agents, you need a thousand of those machines. It's prohibitively expensive compared with what we've spent a ton of time figuring out: the atomic unit of deploy, whether you call it isolates, sandboxes, or something else. Only pay for what you use, spin up instantaneously, and close the loop as quickly as possible.Jake [00:50:15]: If the system can self-replicate safely and say, “This is my environment, I'm making these changes,” it can come back with, “Does this look good? This is a new state of infrastructure given this prompt. I think I've solved it.” Then you go back and say, “Actually, it looks different.” It does the loop again. Then you say, “Cool. Apply.”Swyx [00:50:38]: That's retroactively obvious, which is the most useful kind. Any other comments on agent deployment on Railway?Jake [00:50:51]: It's getting better every day. I'm on X or Twitter. You can always yell at me about the parts not working as well as they should, because plenty of things should work way better.The New Serverless: Stateful, Long-Running, Pay-for-What-You-Use LinuxSwyx [00:51:04]: At this stage, when people want massively or embarrassingly parallel compute, they usually talk serverless. I feel like there's a new serverless compared to the previous five years of serverless. You're in that new bucket. Do you have comparisons or philosophical differences you want to call out?Jake [00:51:31]: It's somewhere in between. It's the ability to run stateful, long-running workflows or executions.Swyx [00:51:42]: Vercel has Fluid Compute, Cloudflare has some container thing, Google has App Runner and others.Jake [00:51:55]: That's where everything is roughly going, and it's why we've been working on this for six years. We believe users need access to a computer: a box that speaks Linux. They need to deploy what they want. Other systems change the surface area of what you can build. For us, users need a computer and need to deploy anything they truly want. That's why we've focused on the primitives: network, compute, storage. If we give you those and expose them so you can run things indefinitely, that's where we believe it's going.Jake [00:52:43]: Twitter has no nuance, so everyone says “servers” or “serverless.” It's always somewhere in the middle: I want to run it for a long time, but I don't want to provision the resource statically or pay for things I'm not using. That's been our thesis from day one: pay only for what you use, run it indefinitely, and it is full Linux.Swyx [00:53:12]: That's why I like the naming of Fluid. It's fluid. Flexible.Heroku, Focus, and Carrying the Torch Without Becoming the PastSwyx [00:53:18]: Another milestone is the Heroku official deprecation. You're one of the presumptive new Herokus. “New Heroku” has been a category for as long as I've been in developer tooling. It's finally happening. What was that like? Any behind-the-scenes of, “This is the moment”?Jake [00:53:42]: You have people where you're like, “You were running stuff on here? You, as this company?” It's crazy that names you would know are running on it and now coming to us saying, “We want to move a lot of this off.”Swyx [00:54:00]: Any behind-the-scenes on why Salesforce let Heroku stagnate?Jake [00:54:05]: I can only guess. It's hard when it's not your business. Salesforce's business is to build a great CRM. That's their focus. Then you acquire a compute business as an offshoot. A lot of early Meta people talk about focus. Boz has a write-up about how in the early days of Meta they had no money, so they were forced to focus. Then they turned on the money tree and had no reason not to split their focus.Jake [00:54:52]: But that dilutes your product. You get offshoots where you ask, “Is this the focus of the business?” If it's not core, it languishes. A lot of companies get in trouble when they split focus because they're fighting a multi-front war, not just externally but internally for alignment. Where are we going? What are we doing? What is our purpose?Jake [00:55:24]: If you're Salesforce-built and mission-driven, you want to work on Salesforce. Heroku is off to the side. It's not core to the business. Getting resources, budget, focus, and alignment internally becomes hard. It was a matter of time.Swyx [00:56:06]: Kudos for them to call it out instead of leaving it unknown.Jake [00:56:12]: Their release was a little odd. They called it out, but they didn't say they were shutting it down. Behind the scenes, I think they issued messages to people saying they should close accounts and that they were going to deprecate and remove things over time.Jake [00:56:30]: It's crazy because some of my first deployment experiences were on Heroku. You start with dragging things into an FTP server, then you try to get a deploy working, and then it's Heroku. It was the on-ramp for us. But the wheel turns. New things emerge. We're happy to carry the torch for a lot of that. But we don't want to be the new Heroku. We want to be the way people build and deploy software, and ultimately the way people monetize software over time.Swyx [00:57:19]: It's still a big crown to be the new Heroku. There are 50 companies that fought for that.Jake [00:57:23]: Everybody is holding some portion of it. We're happy to support people and companies. The platform works differently. The game loop is similar, but we've been dogmatic about where these things are going: primitives, agents, fan-out. Some things fit; some workflows need to change. We have an approximation of Heroku pipelines with the environment system. It's exciting. We've got a ton of people we can support, and it's growing a lot.Temporal, Workflow Engines, and State MachinesSwyx [00:58:12]: I have one more technical question about Temporal. I've sold my shares. You're a power user and one of our earliest customers. I met you through Temporal. You built on Temporal. You have complaints. This may be the most neutral and informed conversation anyone will hear about Temporal without someone working at the company.Jake [00:58:39]: That's fair. I've used Temporal for almost 10 years because of Cadence at Uber.Swyx [00:58:52]: Give people a sense of what Cadence was at Uber.Jake [00:58:57]: Cadence was the precursor to Temporal. It powers trip actions, rides, when you rent a Jump bike or scooter or car. You're running workflows for a period of time and saying, “This ride will run indefinitely until it finishes.” You attach information: you paused in this zone, so add this charge to the bill. When you end the trip, the workflow is done. That experience was powered by Cadence at the time.Swyx [00:59:34]: I used to say it's like programming the entire user journey top-down as one function.Jake [00:59:39]: It's a powerful idea and important. It's also important for the next phase of the agentic journey. You want an agent to do a specific task, be complete or incomplete on that task, and move on to the next thing. You need a way to manage workflows dynamically.Jake [00:59:59]: Temporal was always great in theory, and great when you got it working the way you wanted in production. But it required you to model the entire journey in your head. If you didn't, you could cause issues where replaying the state of the workflow causes non-determinism.Swyx [01:00:25]: Because it works on deterministic workflow history.Jake [01:00:28]: Exactly. I describe it as a jet engine. If you know how to operate it and run it, it's great. But you can't hand it to people trying to build complicated things if they don't have the whole state in their head.Jake [01:00:48]: We run our whole deployment pipeline on top of it. That's a reasonably complicated workflow: pre-commit hooks, signaling, queuing, and all the rest. We ran into the same thing at Uber. As you express a large workflow, it gets more complicated, with more states in the state machine that you have to map back to the workflow.Swyx [01:01:15]: It's a lot of ifs.Jake [01:01:16]: Exactly. At Uber, we built a system for doing the state machine and testing it. We've started to build some of those things here because it's grown heavily. It's not quite love-hate. When it works well, it works super well. But if someone who doesn't have full context puts something into the system that invalidates state or causes non-determinism, or spins off a ton of activities, you have to keep track of underlying SRE knobs like activity slots. Those should scale with memory, vCPU, and so on. It becomes a bear to scale.Swyx [01:02:10]: You need a capable sysadmin running things behind the scenes. If you moved off, what would you do?Jake [01:02:19]: We'd build our own workflow engine. We have a few internally that we've worked on.Swyx [01:02:27]: This is one of those classes of things you typically wouldn't vibe code, but I'm wondering if you can.Jake [01:02:33]: I still don't think you should vibe code it. You still want to run decent tests to make sure it works.Swyx [01:02:39]: Timo didn't invent that from scratch either. There are libraries you can run. On top of that, it's just a state machine that you have to map out. Ultimately, you define the instructions you want and run them through a state machine.Jake [01:03:00]: It's very doable. Workflow stuff is interesting. Restate is doing neat stuff here.Swyx [01:03:10]: You're tied into JavaScript. Are you a JavaScript maxi?Jake [01:03:13]: Internally, we have TypeScript, Rust, and Go. We don't add more languages. Actually, we have a little C because we write BPF code and hooks. But those are the languages.Swyx [01:03:28]: Is this for sidecars?Jake [01:03:32]: No. It's for the networking stack, volumes, and things like that. We use TypeScript a lot because it powers the dashboard, but we're moving a lot of workflow stuff off the dashboard stack and into the infrastructure stack.Railpack, Nixpacks, and Content-Addressable FilesystemsSwyx [01:04:00]: Cool. Any other technical infrastructure stuff? Railpacks?Jake [01:04:07]: We built an engine for determining dependencies based on source code. It's called Railpack. We built the first version, Nixpacks, on top of Nix, and then we moved.Swyx [01:04:17]: People have been trying to get me to adopt Nix and NixOS for four years. Is it ever going to be a thing?Jake [01:04:23]: I don't know. We're excited about it, but it has pain points. Think of it as a stack of versioned binaries at specific slices in time. If you want version X and version Y, you bloat the package space, which blows up image size and makes real-world workloads difficult.Swyx [01:04:53]: But you content-address it and cache it. In theory, there are optimizations.Jake [01:05:00]: In theory, yes. But with a large enough user base and disparate enough machines, you run into a problem Meta described in the XFAAS paper, their internal serverless system. It becomes difficult at scale unless you break out specific runtimes.Jake [01:05:24]: We didn't want to do that because we wanted to truly allow you to deploy anything. That was our initial thing with Nix. But we've moved toward interesting work around content-addressable file systems that can lazy-load anything from any point and page it into memory.Swyx [01:05:48]: Amazing.Jake [01:05:49]: The future is very bright. It's crazy, and it's going to be nuts.Coding Agent Spend, Roadmaps, and Token ROISwyx [01:05:54]: Founder journey stuff?Alessio [01:05:56]: Your cloud usage: you tweeted you're going to spend $300K this month?Jake [01:06:01]: I think we got to $200K.Alessio [01:06:02]: Coding agents?Jake [01:06:03]: Yeah.Swyx [01:06:04]: Across the company?Alessio [01:06:05]: You only have 35 people, so I'm sure they're not all spending $10K a month. What's the distribution?Jake [01:06:10]: I think I'm at about $25K. We have power users all the way down. We came back from winter break, and I basically said, “If you're writing code by hand, you're doing this wrong.” The tools are good enough now that you can move extremely quickly. There are issues and pain points, but you should be reviewing the code you are writing instead of writing it by hand.Jake [01:06:40]: Architectural patterns matter more now than ever, but you shouldn't spend your time generating code you would write. If you know how to write it, ask the agent to write it and reconcile it until it looks like you would have written it yourself.Jake [01:06:58]: People misconstrue my propensity to push people toward agents as connected to our growth and some reliability bumps. They're not necessarily related. The tools are good enough to move extremely quickly and build things way larger than you could before.Jake [01:07:19]: To the earlier point about cooling data centers in space: I don't know. But with software, you can ask, “How would I build block storage from scratch? How would I do these things?” I have ideas because I have history and have read papers. Let me work them out and build massive test benches with thousands of tests, because those are now free to author. If you're not using AI systems to speed-run your roadmap and reconcile your existing system onto the future, you're missing a large point of what's happening.Alessio [01:08:12]: What's the path to spending $3 million a month? Is it bound by ideas and things customers can absorb?Jake [01:08:19]: For most companies, it's bound by deployment at this point. That's why we've seen a massive boom in users and companies, from Fortune 50s down, asking how to get developers to move faster. You'll probably hit your CFO before any technical limits because they'll look at the eye-watering amount of money spent on tokens. Inference costs have to come down, but we're inference constrained now. There will be price discovery around what makes sense for an org to adopt.Jake [01:09:06]: I think you'll end up with the F1 driver concept. If someone is really adept at these things, it makes sense to put them in a $3 million car. If they're not, it probably doesn't make sense. You'll take a few people and say, “You can drive the F1 car. We need to go in this direction. Figure out if it works and prototype it.”Jake [01:09:33]: We've done some of that and vastly accelerated our roadmap. We thought we'd ship something in a few years; now we can probably ship it in a few months because we validated it and don't have to build it incrementally. We can skip steps and move toward our vision.Alessio [01:09:58]: A lot of people are realizing the roadmap doesn't always have a business impact, so they say tokens are too expensive. But if your roadmap were built to make more money by the time you built it, you'd have token pricing for it, the same way you do with sales. You'd spend a billion dollars on sales if you knew you would get $2 billion of revenue.Jake [01:10:19]: Exactly. A naive way to measure this is the percentage of tokens that end up in production. If you can measure impact because those tokens end up in production, that's awesome. But the burden of proof will rise. Internally, we have a growing number of pull requests that haven't merged. The question becomes: how do you get this into production? It's about how quickly you can build and deploy software, which is exciting because that's our whole thing.The SDLC Shift: Prompt Requests, Feature Flags, and Safe RolloutsSwyx [01:10:56]: The SDLC is changing. One thesis is that the pull request is dying. It's going to be the prompt request. Beyond that, code review is also kind of dying if you have all the other systems in place. What else is changing about the SDLC?Jake [01:11:19]: The AISRE and the tools to make it happen. AISRE is pie-in-the-sky aspirational. What does it take to get an AISRE? What tools do you need to build?Swyx [01:11:32]: You should expose your tooling to customers at some point. The Central Station command center.Jake [01:11:39]: We have it for template maintainers. Template maintainers can deploy and maintain templates, and they get feedback. We're going to expose those things incrementally.Swyx [01:11:51]: Clustering around incidents. Everyone has a version of that, but I don't think anyone has solved it.Jake [01:11:56]: I won't say we've solved it internally, but it's gotten so good that we can see incidents forming pretty quickly. At some point, those will be things either someone else builds or we build. We've always built things purpose-built for us. If it makes sense to make it useful for users, monetize it, or turn that loop into a profit center instead of a cost center, we want to do that.Jake [01:12:28]: Pull request is definitely dying.Swyx [01:12:29]: Do you do first-party feature flagging and incremental rollout stuff?Jake [01:12:34]: We have a feature-flagging engine we built internally and will eventually roll out.Swyx [01:12:38]: I don't see it as a user. How come you didn't give us what you have?Jake [01:12:43]: We have to beta test it. We care a lot about the quality of the things. There's plenty we've used internally that doesn't make it all the way through the journey because it fails. It works for one service but not multiple services. We'd have to build it for multiple services and know that if we released it, we'd rebuild it again and again. Some things are worth that, but many inform the roadmap.Jake [01:13:18]: We don't want to dilute the experience by saying, “This works, but only for this service,” unless it's a core initiative. Over the next few months, we'll roll out things that work for a single service, then multiple services, then multiple services across the environment. You have to be deliberate. Otherwise you create broken disparate experiences and support load because people ask how to use the feature.Jake [01:13:52]: It's the earlier expansion and compaction pattern. You expand the company to get features, then compact and smooth them out so the experience is stellar. You told me in the hallway, “It's gotten so much better.” Internally we're saying, “This part really sucks. We need to make it significantly better.”Swyx [01:14:11]: I can attest to that over the last three years watching you build Railway. For listeners, feature flagging is a huge part of Uber culture. So much so that they have too many feature flags and another thing to remove feature flags. Facebook has Gatekeeper. Agents are going to need this. It's fundamental to incremental rollouts. OpenAI acquired Statsig. GPT-5 is routing and flagging through different models.Jake [01:14:56]: It's super important. If the software development lifecycle is going to change because we're doing things 1,000 times faster and 1,000 times more concurrently, what becomes important at scale?Jake [01:15:16]: Before I started Railway, I built a feature-flagging product and tried to sell it. It was an easier version of LaunchDarkly. I ran into a problem: anyone small enough to adopt your technology doesn't care about feature flags, and anyone large enough to need feature flags needs so much scale that you have to build out all the infrastructure. I scrapped it.Jake [01:15:42]: But what is old is new again. Companies are trying to move quickly, but you can't YOLO a vibe-coded thing straight into production. You need to say, “Here's my blast radius, my impact, and I want to shadow it for these users.” Feature flags. You're going to need the tools larger companies built to maintain their structures. Everything gets compressed by 1,000x so everybody can build those structures quickly.Jake [01:16:07]: That's exactly where we are: compressing the software development lifecycle, then expanding it and adding more new things.Cattle, Pets, and Clonable InfrastructureSwyx [01:16:15]: Another term that comes to mind for newer developers is “cattle, not pets.” People treat production like a pet. It has a name. You baby it and keep it alive. With cattle, you can mass farm, roll out, portion parts out, and kill them.Jake [01:16:37]: I think that might change. You can move toward having pets as long as you have a cloning machine for your pets.Swyx [01:16:52]: Yeah.Jake [01:16:52]: If you can snapshot every single thing at every frame, it doesn't matter if something gets obliterated because you have a snapshot of it. The things we've built right now are designed to block changes from the hermetically sealed DevOps line. You have to write a Dockerfile because you nee
AP Washington correspondent Sagar Meghani reports a small but growing number of congressional Republicans are now more willing to oppose President Trump, potentially putting his legislative agenda at risk.
The President of Federated Farmers is back on the tools today in Greymouth, after his Italian “that’s amore” sojourn with Mrs YOLO. It’s AGM season for the Feds, with several women stepping up to the presidential plate in the provinces. Plus, we preview the PINZ Conference and Awards.See omnystudio.com/listener for privacy information.
In this episode, Ray Cochrane leads with Mozilla shipping Firefox 150 with 271 patched bugs found by Anthropic’s Mythos system, the first major real-world deployment of the AlphaGo-Moment cybersecurity tooling. He also covers a 9-year dormant Linux kernel root, a college student stopping Taiwan’s high-speed rail with a software-defined radio, GitHub MCP secret scanning going GA, the NVIDIA NeMo lawsuit surviving its motion to dismiss, the Hugging Face Reachy Mini app store, Anthropic’s Auto Mode for Claude Code, and the 4-gigabyte AI model Chrome silently installed on your computer. – Want to start a podcast? Its easy to get started! Sign-up at Blubrry – Thinking of buying a Starlink? Use my link to support the show. Subscribe to the Newsletter. Email Ray if you want to get in touch! Like and Follow Geek News Central’s Facebook Page. Support my Show Sponsor: Best Godaddy Promo Codes Get 1Password Full Summary Cochrane opens the show with the AlphaGo Moment moving from theory into production. Mozilla shipped Firefox 150 this week with 271 patched bugs that Anthropic’s Mythos system found. Furthermore, the broader episode threads a clear pattern: AI tooling is reshaping security, developer workflows, and consumer software faster than the surrounding ecosystem can absorb it. The show closes on the four-gigabyte AI model Chrome installed on a billion machines without explicit consent. Mozilla Ships 271 Mythos Bugs in Firefox 150 Mozilla ran Anthropic’s restricted Mythos system against the Firefox 150 codebase before shipping. The result: 271 found bugs (180 high severity, 80 moderate, 11 low) baked into the release. However, the bigger number is the year-over-year jump. April 2026 shipped 423 total Firefox security fixes versus 31 a year prior. The breakdown for April: 271 from Mythos, 41 from external researchers, and 111 from other internal sources. Cochrane is sticking to his guns on calling this the AlphaGo Moment for cybersecurity. Skeptics argue Mythos is industrial-scale fuzzing because most found bugs sit in memory-safety territory. However, his counter is the velocity itself. Furthermore, he frames the resistance as carriage-versus-cars: humans-first research still grounds the tool, but throughput is the win. The Firefox CTO put it directly: defenders finally have a chance to win, decisively. For developers asking whether Mythos changes anything if they already run fuzzers, Cochrane’s answer is yes, and not even close. Additionally, he notes Mythos is restricted-access. The broadly available tier is Claude Opus 4.7, which Mozilla used since February before getting onto the restricted program for the Firefox 150 cycle. Run Opus 4.7 first. Sponsor: GoDaddy GoDaddy has been sponsoring this show for over twenty years. Economy hosting starts at $6.99/month, WordPress hosting at $12.99/month, and domains at $11.99. Use codes at geeknewscentral.com/godaddy for exclusive deals and to directly support the show. Copy Fail: 9-Year Linux Kernel Bug, 732 Bytes to Root A 9-year-old dormant Linux kernel bug got disclosed April 29 as CVE-2026-31431. Researchers published a 732-byte Python script that roots every major Linux distribution shipped since 2017. Additionally, CISA added the CVE to its Known Exploited Vulnerabilities catalog on May 1 with a May 15 federal deadline. The bug lives in the kernel’s crypto socket layer through the AF_ALG AEAD interface, originating in a 2017 in-place crypto optimization that lacked bounds checking. Cloudflare published their post-mortem this week. Their first instinct was to remove the kernel module entirely. However, service dependencies forced a workaround instead. Cloudflare resumed normal patched-kernel reboot automation across their 330-city fleet on May 4, with manual reboots and rollouts continuing after. Taiwan Rail Stopped by a 23-Year-Old With a Software-Defined Radio A 23-year-old Taiwanese university student with the surname Lin spoofed a TETRA general alarm signal on April 5, stopping trains on Taiwan’s high-speed rail. The accomplice supplied the radio parameters. Both were arrested by month-end. Lin posted NT$100,000 bail; the accomplice posted NT$80,000. The incident hit at 11:23 PM during the Qingming holiday weekend, stopping three revenue passenger trains plus one deadhead. Furthermore, the system has been in service for 19 years without rotating its cryptographic parameters once. Cochrane notes this is exactly the type of long-dormant infrastructure flaw that Mythos-class tooling catches, if anyone bothers to point it at the wires we already have. GitHub MCP Secret Scanning Goes GA GitHub’s secret scanning in the MCP server hit GA on May 5, with dependency scanning entering public preview the same day. Both released after a seven-week public preview run starting March 17. Additionally, the feature lets MCP-compatible coding agents (Copilot CLI, VS Code, JetBrains, Claude Code, Cursor, Windsurf) detect exposed secrets before commits or pull requests. Findings are ephemeral. They surface only in the current chat session and don’t persist as GitHub alerts. Sources disagree on scope: GitHub’s GA changelog says repo-level or org-level settings work, while the docs say only org-level applies. Cochrane flags the open question of whether MCP prompt injections could be exploited to send discovered secrets elsewhere. Subquadratic Debuts a 12-Million-Token Context Window Miami-based Subquadratic emerged from stealth on May 5 with a $29 million seed round and a reported $500 million valuation. Their model, SubQ 1M-Preview, runs on a new Subquadratic Sparse Attention architecture (their technical writeup calls it Selective Attention; same acronym, different second word). The headline claim: a thousand-times reduction in attention compute at 12 million tokens versus frontier models. However, that figure is vendor marketing math. There is no peer-reviewed paper, no public weights, and no independent benchmark replication. Researchers are demanding independent proof. Furthermore, CTO Alex Whedon’s pull line, “Retrieval / RAG plumbing is a waste of human intelligence,” signals how aggressively they want to position against retrieval-augmented architectures. ChatGPT Goblins, China’s “Catch You Steadily”: Sycophancy Is Universal Last week’s ChatGPT goblin obsession has a Chinese-language twin. The model overuses a phrase translating as “I will steadily catch you.” Additionally, a new Stanford and CMU study called ELEPHANT shows social sycophancy is universal across all 11 LLMs tested with 2,400-plus participants. Models endorsed users 49 percent more than humans did, and 47 percent even on harmful prompts. Alibaba’s Qwen and DeepSeek topped the rankings. Cochrane notes sycophancy is obvious once you’re aware of it but tricky to dissuade. Even with explicit instructions, longer context windows can reintroduce the behavior as the instructions get diluted. Furthermore, the trap is believing you’ve handled it. Once you think you’ve got it under control, you’re more prone to being influenced because you stopped watching for it. NVIDIA NeMo Lawsuit: Judge Tigar Denies Motion to Dismiss Three authors filed Nazemian v. NVIDIA in March 2024, alleging NVIDIA used The Pile and Books3 (approximately 196,640 pirated books) to train its NeMo AI framework. NVIDIA’s defense relied on the Sony v. Universal Betamax doctrine, arguing NeMo’s training scripts are general-purpose tools like a VCR. This week, Judge Tigar denied NVIDIA’s motion to dismiss in the Northern District of California. The headline quote: NeMo’s training scripts “have no other purpose than to speed up the process of infringement.” Furthermore, the judge rejected the VCR analogy outright. NeMo’s scripts are not general-purpose tools; they were allegedly purpose-built to ingest pirated material. Cochrane reads the Betamax framing as legal-jargon arbitrage rather than honest defense. The Humanoid Robot Market Is Smaller Than the Hype Michael Barnard at CleanTechnica argues that scenario-math against the global labor market puts realistic humanoid TAM at $200 billion to $1 trillion, not $20 trillion. Near-term wins cluster in warehouses, not homes. Additionally, the framework weighs dexterity burden against human-proximity safety burden. Real opportunities cluster where both burdens are low. Cochrane connects this to last week’s reservations about humanoids in the household. Furthermore, the risk profile is the issue: these robots aren’t prepared for every scenario, can’t make dynamic decisions, and one software update can change the definition of “safe.” Hugging Face Launches Reachy Mini App Store Hugging Face launched an open-source app store for the Reachy Mini robot this week, $299 for the Lite tethered version and $449 wireless. There are 200-plus community-built apps at launch from over 150 creators, with nearly 10,000 Reachy Minis cumulative shipped. Additionally, apps are forkable, with the default agent (ML Intern) able to modify, write, test, and ship code on any existing app. Examples at launch include an office receptionist built in under two hours, a Reachy Phone Home anti-procrastination app, baby-monitor-style apps, a cooking assistant, and a 78-year-old Joel Cohen’s voice-controlled CEO peer-group app. Pollen Robotics, the company behind Reachy, was acquired by Hugging Face on April 14, 2025. Bebop the Humanoid Robot Delays Southwest Flight 1568 A 4-foot, 70-pound humanoid robot named Bebop delayed Southwest flight 1568 from Oakland to San Diego by more than 73 minutes on April 30. The crew flagged the lithium battery as oversized. Furthermore, the battery was reportedly four times the cabin limit. Bebop belongs to Dallas-based Elite Event Robotics, which bought a full-price cabin ticket because the robot exceeded checked-baggage weight. Bebop danced for passengers at the gate before boarding. However, Southwest had Elite remove the batteries before departure, and replacements were overnighted to Chicago for the next event. Cochrane flags the obvious: batteries have always been flagged in aviation, so forgetting that with a humanoid robot in tow is a strange miss. Ouster Rev8: Native Color Lidar With Google, Volvo, Skydio Stating Intent Ouster announced the Rev8 OS Family on May 4 in San Francisco. The sensors fuse depth and color via SPAD detectors (single photon avalanche diodes) on Ouster’s custom L4 and L4 Max chips. Google, Volvo Autonomous Solutions, Skydio, Liebherr, Epiroc, and PlusAI have stated intent to adopt, though nothing is formally signed. Specs include 48-bit color, 116 dB dynamic range, and pre-fused 3D colorized point clouds. The OS1 Max gets 500-meter max detection. Available to order today and shipping this quarter, with no pricing disclosed. CEO Angus Pacala in his TechCrunch interview: “The goal is to obviate cameras. There’s no reason that one sensor can’t do both.” TagTinker Lets a Flipper Zero Mess With Electronic Shelf Labels A new Flipper Zero app called TagTinker uses infrared signals to push images and text to electronic shelf labels. Additionally, these are the same kind of price tags grocery chains are starting to use for surveillance pricing. The app and GitHub repo went public this week. Maryland’s HB 895, signed by Governor Wes Moore, takes effect October 1 as the first-in-nation surveillance pricing law. It covers food retailers and third-party food delivery service providers. Furthermore, ESLs use the same IR signaling as TV remotes with weak security. The dev’s disclaimer states it’s strictly for educational research, security curiosity, and displaying digital art on hardware you legally own. Fitbit App Becomes Google Health, Plus Fitbit Air, Plus Google Fit Sunset Google announced May 7 that the Fitbit app becomes Google Health on May 19, rolling through May 26. The launch ships with the new $99.99 Fitbit Air screenless tracker and the long-rumored Google Fit shutdown. Additionally, the four-tab interface (Today, Fitness, Sleep, Health) bundles a Gemini-powered AI Health Coach. Coach is premium-gated at $9.99/month or $99/year. Medical records integration is US-only at launch. The Fitbit Air gets up to one week of battery life and 50-meter water resistance. However, Cochrane flags conflicting privacy framing: Google’s AI summary bullets say “your data stays private,” but the actual document copy says only “committed to not using Fitbit user health and wellness data for Google Ads.” Those are not the same statement. Russinovich on Why Win32 Won and WinRT Didn’t Microsoft Azure CTO Mark Russinovich said via Microsoft Dev Docs video that Win32, the 1995 API, is still foundational to Windows 11. WinRT, the modernization replacement, “didn’t play out the way a lot of people expected.” Mostly clickbait framing per Windows Latest, but the substantive angle is real. Microsoft is pivoting back to native WinUI 3 development after years of pushing developers toward WebView2 and Electron. Additionally, Electron-based apps are known for insane RAM usage, and everyone is hurting for RAM right now. Furthermore, the bigger open question is whether Electron survives the test of time, especially with the React engine reportedly being rewritten in Rust. “Tabula Plena”: The Brain Starts Full, Not Blank A Nature Communications study from the Institute of Science and Technology Austria found that the mouse hippocampal CA3 recurrent network begins densely connected and refines through pruning. ISTA’s press release frames this as “tabula plena,” meaning full slate, counter to tabula rasa. The paper published April 21. First author Victor Vargas-Barroso and senior author Professor Peter Jonas studied mice at three developmental stages. Furthermore, the “starting overloaded enables faster sensory integration” framing is Jonas’s hypothesis from the press release, not a paper conclusion. Cochrane closes on the bigger question: did we have human growth and experience mapped wrong from the start? The Aqueous Battery You Can Pour Down the Drain A Chinese research team led by Professor Chunyi Zhi at City University of Hong Kong built an aqueous battery using a custom organic polymer electrode plus neutral magnesium and calcium salts (food-grade tofu coagulants) as electrolyte. Published in Nature Communications on February 18. Numbers to know: 120,000-plus charge cycles, full-cell energy density of 48.3 watt-hours per kilogram. That’s well below typical lithium-ion. However, post-cycling analysis showed only magnesium, calcium, chlorine, carbon, and copper, with no heavy metals. The cell complies with US RCRA, ISO 14001, and China’s GB 18599-2020 for direct environmental disposal. Additionally, the “300-plus years” framing is journalists extrapolating from the 120,000 cycles, not a paper claim. ResoNix Klippel Tests Expose Car-Audio Spec Lies Nick Apicella, founder of ResoNix Sound Solutions in Stony Point, New York, spent around $23,000 on independent Klippel LSI and TRF testing of 40 subwoofers. He published 21 results showing widespread misrepresentation of Xmax (excursion) and thermal/power-handling claims. Test data published in three batches between December 2025 and January 2026. Specifics: Wavtech thinPRO12 claimed 20 mm of excursion but delivered 8.85 mm, scoring 15 out of 100 on marketing accuracy. One driver hit 44 percent of advertised excursion. Another tripped thermal protection at half its rated power. Additionally, nine of 21 drivers scored below 50 out of 100. Brands tested include JL Audio, Sundown, Focal, Morel, Audiofrog, Adire, Stereo Integrity, and Dynaudio. Conflict-of-interest flag: ResoNix’s own GUS-15, 12, and 10 prototypes conveniently rank one, two, three. JetBrains Opens 2026 Developer Ecosystem Survey JetBrains opened the 10th annual Developer Ecosystem Survey this week. It takes about 30 minutes, with prizes including a MacBook Pro 16-inch and a $1,000 Amazon gift card. Anonymized raw data is published publicly, and cumulative scale is 100,000-plus developers across recent years. Additionally, the survey is going fully anti-AI: “evil bots, dishonest respondents, and AI agents will be excluded from prize distribution.” Cochrane is curious whether TypeScript holds its 2025 crown after knocking Python off, and whether Rust shows real growth given the wave of LLM-driven Rust rewrites in the past few months. Anthropic’s Claude Code Auto Mode Goes Live Anthropic launched Auto Mode for Claude Code roughly six weeks ago. Claude Code’s previous behavior required user approval for most file modifications and command executions, generating heavy approval-fatigue complaints during longer sessions. Auto Mode is the answer: Claude can run multi-step development tasks without per-action approval. Additionally, the architecture is a two-stage classifier, with stage one a fast yes/no filter and stage two doing chain-of-thought on flagged actions. Cochrane runs his own Claude Code in YOLO mode but with custom rejection rules baked into settings to block commands he doesn’t want, even with skip-permissions on. He recommends configuring settings as the actual policy layer rather than relying on classifier judgment alone. Furthermore, recent posts about Claude deleting websites or wiping production databases reinforce why the settings layer matters more than the auto-mode toggle. Chrome Quietly Installed a 4GB AI Model on Your Computer Google Chrome silently downloads on-device AI model weights (Gemini Nano family) to a `weights.bin` file in the OptGuideOnDeviceModel directory, around four gigabytes in Alexander Hanff’s audit. Furthermore, the model re-downloads if you delete it. Hanff timed his own install at 14 minutes 28 seconds on macOS. Affected platforms include Windows, macOS (including Apple Silicon), and Linux. Hanff frames this as a multi-front legal violation: a direct breach of Europe’s ePrivacy Directive, two articles of GDPR, and an environmental harm of a magnitude that would be notifiable under the Corporate Sustainability Reporting Directive. At one billion users, the four-gigabyte distribution represents roughly 240 gigawatt-hours of network and storage energy paired with about 60,000 tonnes of CO2-equivalent emissions. However, no EU regulator action or formal complaint has surfaced as of this episode. The model powers on-device features (email writing, scam detection, summarization, smart paste, tab grouping) but not the visible AI Mode button, which routes to the cloud. To disable, Cochrane recommends Chrome Settings, then System, then On-device AI, toggle to off. Two more paths exist via `chrome://flags` or a Windows registry edit. Cochrane closes the show with show housekeeping: GNC Insider at geeknewscentral.com/insider, email at geeknews@gmail.com, newsletter signup at geeknewscentral.com, and Pocket Casts as a solid modern podcast app pick. Have a wonderful night. The post Mozilla Meets Mythos #1864 appeared first on Geek News Central.
Today on his travels, David Waldman sighted a Scissortail Flycatcher, a Wilson's Phalarope, a Lesser Yellowlegs, a quite rare Joan Jett Blakk, and several interesting news stories that he would like to share. Donald K. Trump tacoed on his Iran war, then he tacoed on the taco, while threatening to taco his taco-taco. Stephen Colbert hates one of the tacos, so does Hugh Hewitt. Polymarket loves all the tacos. France is betting things are going to get worse. Chief Justice John Roberts says the Trump Supreme Court isn't being political; you are being political. Sam Alito says he isn't being political; it's Ketanji Brown Jackson. Neil Gorsuch says he isn't being political; it's the other 8 justices. Gops say… thank you. Trump is dumping toxic waste into a public golf course, as he exclusively dumps bodies into his. The judge isn't going to go all "Amy Poehler" about it. Gops determine that raising the price of Trump's ballroom to a billion dollars should secure them the House in the midterms. Oh well, YOLO, if they're going to crash and burn, they might as well aim to make a big hole.
In part two of their conversation, Alex sits down with Martin Benes to unpack what some call today's “ketamine culture”—a growing sense of detachment shaping politics, media, and public perception. The conversation dives into Trump's foreign policy, rising tensions with Iran, and the broader disconnect between political leaders and everyday Americans. They also explore fractures within the MAGA movement, media narratives, and the idea of a “YOLO presidency” driven more by impulse than strategy. Along the way, they mix sharp analysis with humor while looking ahead to what all of this could mean for the future of U.S. politics.
Steve cold emailed Jason Paris, the CEO of One New Zealand. He replied in three minutes. In this episode, Seamus and Steve sit down with business coach Di Foster to unpack what landing the biggest naming rights deal in Between Two Beers history actually means for the business, and what it exposes about everything they still haven't figured out.Di doesn't let the celebration last long. With a One NZ contract signed, she turns the lens on the stuff both of them have been avoiding: Steve's got no emergency fund, no real Plan B, and a YOLO attitude to financial planning that works fine until it doesn't. Seamus' catastrophising about $200 oil and backyard bunkers while quietly knowing the business needs reserves. And Di, despite decades of business experience, admits she's never actually felt financially secure either.Thanks to our friends at Odoo for supporting the show! Hosted on Acast. See acast.com/privacy for more information.
In this episode, Kedar Mate, MD, co-Founder and Chief Medical Officer Qualified Health, speaks with Nabile Safdar, Chief AI Officer, Emory Healthcare and Emory University, about practical strategies for AI adoption, from building trust with clinicians to scaling deployments effectively. They explore how leadership, consistent change management, and a strong organizational culture are essential to turning AI innovation into measurable outcomes.This episode is sponsored by Qualified Health.
A simple conversation with my friend Yolo about a room she decorated sparked a realization that changed how I think about talent, purpose, and the life we're building. Too many people are great at things they hate, grinding through careers they chose for money or status instead of joy. In this episode, I break down exactly how to find what you love, own it out loud, and let the right opportunities find you. Key Takeaways Most people don't recognize their own natural talents because they've always just done them without thinking. Enjoyment is the foundation of mastery — when you love something, you spend more time on it, and more time always leads to improvement. Being skilled at something is not a good enough reason to build your life around it if it drains you every single day. Broadcasting what you enjoy — not just what you're good at — opens doors that staying quiet will never unlock. Dreams die not from lack of talent, but because nobody ever knew that was your dream in the first place. Action Steps Identify one thing you do naturally and enjoy deeply, even if you have never thought of it as a real skill or career path. Share that passion with at least three people in your immediate circle this weekend and see how they respond. Commit to putting time into what you enjoy without focusing on money or outcome — show up consistently and let purpose follow. Notable Quote You can only grow a passion for something that you're actually passionate about.
We go through all the latest Saints draft rumors, Kevin does his final mock draft. It's ridiculous yet enthralling. Bring snacks. Plus, would you go YOLO for guaranteed Hall of Fame player?Saints Happy Hour is brought to you by Hardhide Ponchatoula Strawberry Whiskey and Chilton County Peach Whiskey!See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
Today, John discusses the reversal of parole for a convicted child sex offender in Yolo county and covers federal fraud charges reportedly filed against the Southern Poverty Law Center.
Fidelity is charing $100 for ETF buys on 6/1 - know what this means. $TSLA earnings today and Sidekick does full analysis of a ton of stocks. Get my FREE newsletter or sign up for the paid version with benefits like the Office Hours and tracking the portfolios in Savvy Trader https://dailystockpick.substack.com/THESE SALES END SOON: TRENDSPIDER - TAX DAY SALE - get BONUS Sidekick for 1 month - get my 4 hour algorithm on any annual plan - DON'T WAIT - THIS IS A GREAT SALE Seeking Alpha's Tool kit *BEST DEAL - SEEKING ALPHA BUNDLE - Save over $150 and get Premium and Alpha Picks together ALPHA PICKS - Want to Beat the S&P? Save $50 Seeking Alpha Premium - FREE 7 DAY TRIAL SEEKING ALPHA PRO - TRY IT FOR A MONTH FOR ONLY $89 EPISODE SUMMARY
Episode Summary Your financial future is not just about money—it's about mindset. In this transformational teaching, you'll learn how a scarcity mindset rooted in fear, lack, and limitation can sabotage your success, while a Kingdom mindset rooted in biblical business principles unlocks abundance, stewardship, and prosperity. This is essential for every Kingdom entrepreneur ready to renew their mind and build wealth God's way. Key Moments 00:00 – Introduction to money mindset00:45 – Defining scarcity vs abundance thinking01:30 – How beliefs shape financial behavior02:00 – Worldly mindset explained (fear, lack, insecurity)03:30 – Signs of scarcity: hoarding, comparison, entitlement05:00 – The danger of “I deserve it” and YOLO thinking06:30 – Kingdom mindset framework07:30 – Stewardship, investing, and contentment08:30 – Generosity and debt-free living09:30 – Trusting God as your provider10:30 – Renewing your mind for financial transformation Get the book: Destined to Prosper: https://www.chontahaynes.com/offers/6shmrWjS Connect with Dr. Chonta Haynes Book a call https://chontahaynes.com/destiny YouTube: https://youtube.com/@ChontaHaynes Instagram: https://Instagram.com/ctahaynes LinkedIn: https://linkedin.com/in/chonta-haynes Support the Mission Heart 2 Heart Truth Foundation Donate: https://www.paypal.com/donate?hosted_button_id=UZG5B9KX59U4S
We continue the conversation on how true transformation starts from the mind And by being deeply rooted in our spiritual position in Christ. Knowing this life is temporary makes a great difference in how we show up each day- in our attitude and actions. This is not to bring fear or have a YOLO mentality. In fact, from a biblical perspective, it does the complete opposite. It helps us to live lighter, more freely. Since we know to be absent from this body is to be eternally present with the Lord. Pleasing Godis where true… press play to hear more! Meditated scriptures: 2 Corinthians 6-9; 14-17, John 6:40, Proverbs 19:17, James 1:27, Micah 6:8.Suggested scriptures: 2 Corinthians 5:6, Ephesians ch. 1-3, Colossians 3, Genesis 1-2, Revelation 22. To support this podcast and our ministry, you're welcome to give via: CashApp: $JLPNetwork PayPal: paypal.me/JLPNetwork WebsiteIf you've been listening to our podcast ove the years and have been blessed by our content and want to book a one-on-one session with me, visit our website, JLPNetwork.comI can't wait to partner with you and seeing you flourish in singlehood/ in relationships!Shop EmunahCulture's New Merch
English in Brazil Podcasts - sua dose de inglês a qualquer momento
In this episode of Behind the Language, we will talk about YOLO X Saving For the Future. What kind of philosophy represents your lifestyle? Is one better than the other? Well, let's find out together. So, let's get down to business. Pronunciation Mastershttps://go.hotmart.com/E74795312J English in Brazil - Complete Coursehttps://lp.englishinbrazil.com.br/novo-eib-mar26-af/?ref=U104175910X SOS Viagemhttps://go.hotmart.com/I86476193C?ap=69e6
There are very few people in this world who I would describe as a genuine authority on anything, but Yolanda Edwards is the real deal and I will not hear otherwise. She is the former Creative Director of Condé Nast Traveler, the founder and publisher of Yolo Journal, which is honestly the most beautiful and inspiring travel publication in existence right now, and one of the most curious, well-traveled, tasteful humans I have ever had the pleasure of knowing. Yolo Journal, both the print quarterly and the Substack, has completely changed how I think about travel. It is not a guide. It is an experience. And Yolanda is the reason for that.I got to sit down with her in New York, which felt right, and we talked about where she is obsessed with right now, the places she keeps returning to, and how she actually thinks about travel at this moment. I genuinely learn something every single time I talk to this woman.Produced by Dear MediaSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
The Fifth Circuit is crossing out laws just for sport. This time it's a 140-year-old ban on making homebrew hooch, because YOLO.Trump's lawsuit against the Wall Street Journal and Rupert Murdoch over an article describing his creepy birthday card to Jeffrey Epstein was dismissed. But … that dismissal was without prejudice, so he can take another swing at it. The trollsuit against the BBC is still limping along.Deputy General Counsel at the Department of Education Josh Kleinfeld makes an interesting pitch to George Mason's Antonin Scalia Law School, which is currently under investigation by … the Department of Education.And Trump's ballroom blitz takes a tumble in court.MAIN SHOW:Trump discovers one weird trick to make the Presidential Records Act disappear. All he has to do is order the Office of Legal Counsel to come up with a memo saying it's unconstitutional and — hey, presto! — he can steal or shred or delete any document he likes.SUBSCRIBER BONUS:Are we the pirates now?Trump v. Murdochhttps://www.courtlistener.com/docket/70843413/trump-v-murdochTrump v. BBChttps://www.courtlistener.com/docket/72040010/trump-v-british-broadcasting-corporationFifth Circuit Home Distillers Rulinghttps://www.ca5.uscourts.gov/opinions/pub/24/24-10760-CV0.pdfTrump Admin Lawyer Applies To Be Law School Dean, Suggests It Might Help Investigations Go Awayhttps://abovethelaw.com/2026/04/trump-admin-lawyer-applies-to-be-law-school-dean-suggests-it-might-help-investigations-go-away/Ballroom Blitz Blockedhttps://www.lawandchaospod.com/p/ballroom-blitz-blockedNational Trust for Historic Preservation v. National Park Servicehttps://www.courtlistener.com/docket/73127510/national-trust-for-historic-preservation-v-npsApril 1, 2026 OLC Memorandum on the Presidential Records Acthttps://www.justice.gov/olc/media/1434131/dlJudicial Watch v. NARA (“Socks Case”), 845 F.Supp.2d 288 (DC Cir. 2012)https://scholar.google.com/scholar_case?case=15818036517066124081Trump v. Mazars, 591 US 848 (2020)https://scholar.google.com/scholar_case?case=2096461232780826445Nixon v. Administrator of General Svcs. et al., 433 US 425 (1977)https://scholar.google.com/scholar_case?case=11884364268460571560Show Links:https://www.lawandchaospod.com/BlueSky: @LawAndChaosPodThreads: @LawAndChaosPodTwitter: @LawAndChaosPodSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
The Michael Yardney Podcast | Property Investment, Success & Money
You've probably noticed that some property markets surge ahead while others seem to tread water… even when the broader economic conditions are the same. It's easy to blame interest rates, government policy, or media sentiment, but those factors only tell part of the story. The real drivers sit underneath all of that, and they're far more predictable if you know where to look. In today's Wealth Retreat Conversations episode, I want to give you a taste of the type of thinking and insights you'll experience at Wealth Retreat, where leading demographer Simon Kuestenmacher will be joining us as a keynote speaker. Now, Simon doesn't just look at population growth or headline statistics. He digs much deeper into how different groups of Australians actually live, spend, and make decisions. And that's where things get interesting, because when you understand behaviour, you start to see where future demand is really going to come from. Today we explore what Simon calls Australia's "demographic tribes" - the groups quietly shaping our housing markets, our economy, and ultimately your investment outcomes. We discuss how household structure, age, and wealth influence demand, focusing on lifestyle groups like YOLO renters and Yummies. Simon explains the significance of demographic behavior in forecasting market trends and the importance of people-driven insights over pure economic data. We discuss the influence of generational changes on demand and investment strategies, highlighting the value of demographic research in strategic planning. Join us as we provide insights to help you make informed business and investment decisions by understanding Australia's diverse tribes. Takeaways Understanding demographic tribes gives a strategic edge. Household structure influences property demand. Generational changes affect investment strategies. People-driven insights are crucial for success. Demographic behavior forecasts market trends. YOLO renters have unique property needs. Yummies are high-income, career-driven renters. Behavioral segmentation predicts future demand. Micro-communities shape economic trends. Demographic research aids strategic planning. Links and Resources: Join Michael Yardney, plus a team of experts, at Wealth Retreat 2026 on the Gold Coast in May. Find out more about it here and register your interest www.wealthretreat.com.au It's Australia's premier event for successful investors and business people. https://www.wealthretreat.com.au/ Get the team at Metropole to help build your personal Strategic Property Plan. Click here and have a chat with us Simon Kuestenmacher: Australia's leading demographer and partner in the Demographics Group Get a bundle of eBooks and Reports at: www.PodcastBonus.com.au Also, please subscribe to my other podcast Demographics Decoded with Simon Kuestenmacher – just look for Demographics Decoded wherever you are listening to this podcast and subscribe so each week we can unveil the trends shaping your future. About The Michael Yardney Podcast | Property Investment And Wealth Creation Australia The Australian property market doesn't move in isolation - it's shaped by demographics, economic forces and long-term structural trends. The Michael Yardney Podcast dives into: • Australian economic outlook • Demographic trends shaping housing demand • Population growth and migration impacts • Housing affordability debates • Interest rates and inflation • Supply shortages and construction cycles • Government policy and property markets • Future trends in Australian real estate • Strategic property investment planning If you want to understand what's really driving property prices in Melbourne, Sydney, Brisbane and around Australia, and how to position your portfolio for the future, this podcast delivers data-driven insights and practical strategy. Explore more at:https://propertyupdate.com.auhttps://metropole.com.au
We’re all guilty of indulging in foods we KNOW aren’t good for us but hey, YOLO! Join Intern John, Sos, Rose, Hoody, and Savera as we hear what your garbage food choices our listeners love, We do an all NEW Asking For a Friend, Plus we hear how your pet knew someone was just straight up no good! All that and more with Intern John & Your Morning Show! Make sure to also keep up to date with ALL of our podcasts we do below that have new episodes every week: The Thought Shower Let's Get Weird Crisis on Infinite Podcasts See omnystudio.com/listener for privacy information.
Easter cake reads "YOLO" and Landman producer purposely attacks Hollywood. Are you okay with this? See omnystudio.com/listener for privacy information.
This week on Two Parents & A Podcast, we're talking baby names (because we FINALLY landed on one for baby boy), plus a new little experiment we've been trying (and LOVING) at home: phone-free family time from 5:00–7:30 PM. We also get into a new budgeting tactic we're trying this month (after realizing our spending had gotten a little too YOLO), Tate's Bunnies & Buddies recap (spoiler: she was not interested in the bunnies), and whether “Where's Jessica?” is actually the toddler hack everyone says it is (+ some more paci and sleep updates, of course). Oh, and we officially walk back our original take on play kitchens. Then the fun stuff: Harrison's thoughts on the Summer House drama (our new Bravo correspondent hahaha), Bethenny Frankel's takes, when you actually need to stop swearing in front of your kids, a boys trip debate, and us planning Easter brunch in real time. LOVE YOU GUYS! Timestamps: 00:00:00 Welcome back to Two Parents & A Podcast! 00:00:30 How Apple Pay is changing the way we spend 00:03:56 Are Canadians more polite than Americans? 00:06:20 Why do annual physicals feel like a waste of time?! 00:09:55 Bunnies & Buddies recap 00:11:10 Our new budgeting tactic 00:16:46 We're trying phone-free family time from 5:00–7:30 PM 00:21:31 We officially picked our baby's name 00:24:46 Harrison (our new reality TV expert???) reacts to the Summer House drama 00:37:44 Does anyone else appreciate Bethenny Frankel's takes?! 00:41:03 Did “Where's Jessica?” actually work? 00:45:14 Tate LOVES the play kitchen (and we take everything we said back) 00:53:20 We pushed bedtime back 45 minutes 00:58:00 Tate started hiding her pacifier 01:00:00 When do you stop swearing in front of your kids? 01:05:55 The boys trip debate 01:10:48 Easter brunch planning 01:14:43 LOVE YOU GUYS! #twoparentsandapod -------------------------------------------------------------- Thank you to our sponsors this week: *First Day: Our listeners get up to 57% Off AND a Free Gift with code TWOPARENTS at https://www.FirstDay.com *Merit Beauty: Right now, Merit Beauty is offering our listeners their Signature Makeup Bag with your first order at https://www.meritbeauty.com *Quince: Go to https://www.Quince.com/ALEX for 365-day returns, plus free shipping on your order! *Little Spoon: Give them meals + snacks that are actually right for where kids are developmentally—balanced, intentional and made to support real growth. Go to https://www.littlespoon.com/TWOPARENTS and enter code TWOPARENTS for 30% off your first order. -------------------------------------------------------------- Listen to the pod on YouTube/Spotify/Apple: https://www.youtube.com/@twoparentsandapod https://open.spotify.com/show/7BxuZnHmNzOX9MdnzyU4bD?si=5e715ebaf9014fac https://podcasts.apple.com/us/podcast/two-parents-a-podcast/id1737442386 -------------------------------------------------------------- Follow Two Parents & A Podcast: Instagram | https://www.instagram.com/twoparentsandapod TikTok | https://www.tiktok.com/@twoparentsandapod Follow Alex Bennett: Instagram | https://www.instagram.com/justalexbennett TikTok | https://www.tiktok.com/@justalexbennett Follow Harrison Fugman: Instagram | https://www.instagram.com/harrisonfugman TikTok | https://www.tiktok.com/@harrisonfugman -------------------------------------------------------------- Powered by: Just Media House – https://www.justmediahouse.com/ -------------------------------------------------------------- Key Words: Two Parents & A Podcast, Alex Bennett, Harrison Fugman, baby names, baby boy name, picked our baby name, phone-free family time, screen-free family time, budgeting tactic, Apple Pay, Bunnies & Buddies, Where's Jessica, pacifier updates, toddler sleep, play kitchen, Summer House drama, Bethenny Frankel, swearing in front of kids, boys trip debate, Easter brunch, parenting podcast, pregnancy podcast, toddler parenting Learn more about your ad choices. Visit megaphone.fm/adchoices
What's in your pantry?You can learn a lot about someone by how they handle an edible, especially the part nobody talks about: the wait. That long, information-free stretch between “I took it” and “oh, there it is” turns into a mirror for how we deal with uncertainty, control, and the urge to fix discomfort fast. We walk through five edibles personality types plus a bonus outlier, and you will recognize yourself or your friends immediately. There's the Scientist who tracks dosage and onset like a lab study, the YOLO who treats milligrams as a vibe and pays for it around hour two, and the Anxious Waiter who starts responsible then spirals into research and stacks “just a little more.” We also meet the Social Sharer who turns cannabis edibles into a communal love language, the Sophisticated Microdoser who uses 2.5 to 5 mg as a wellness and creativity tool, and the Forgetter who finds gummies in a coat pocket six months later and makes chaos with confidence. Which type you are? Take the quiz to find out!Support the show Visit the website for full show notes, free dosing calculator, quiz, recipes and more.
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