Podcasts about blueprints

I am joined by Nick Lester, Director of Operations at River City Logistics (RCL), to deliver an industry-wide wake-up call, challenge the race-to-the-bottom quoting wars, and establish a higher baseline for logistics partnerships. Recognized as an award-winning industry powerhouse, River City Logistics has scaled its nationwide footprint by adhering to an uncompromising operational philosophy: service over everything. In this episode, Nick pulls back the curtain on the specialized world of vehicle and high-consequence shipping, exposing how deceptive, low-ball transactional pricing models consistently fail auto dealers, auctions, and enterprise fleets at the delivery gate. Nick breaks down what it truly means to operate an ethical freight brokerage, details the strict safety indicators required to vet elite specialized haulers across the lower 48, and shares a strategic blueprint on how leading with radical operational honesty can completely eliminate transactional friction. Whether you are an enterprise shipper looking to protect your cargo integrity or an intermediary ready to build a premium, value-driven brand, this conversation is your roadmap to a better standard.   Inside this Logistics Leadership Briefing: The Integrity Standard Explained: Why breaking away from the transactional broker cycle is the single most critical move for high-value cargo protection. The Danger of the Bait-and-Switch: How deceptive, rock-bottom spot board quotes destroy carrier trust and create devastating operational bottlenecks at destination gates. Mastering the Specialized Asset Puzzle: The unique operational nuances, lane dynamics, and coordination strategies required to move vehicles nationwide. Building Deep Carrier Alignment: Nick's tactical philosophy on treating capacity partners with transparency to secure premium loyalty when the market shifts. The Blueprints of an Award-Winning Culture: Key takeaways from RCL's journey as a top-tier logistics company, proving you can drive aggressive revenue growth while prioritizing community and ethics.   Connect with Nick Website: https://rivercitylogistics.squarespace.com/  LinkedIn: https://www.linkedin.com/in/nick-lester-583087148/  

In this episode, Dan and Jake look ahead to the Chargers 2026 season and discuss some of the biggest names for potential breakout seasons and which players are entering training camp on the hot seat.     Subscribe to Chargers Unleashed Podcast: https://youtube.com/c/chargersunleashedpodcast Twitter: https://twitter.com/LAC_Unleashed Facebook: https://www.facebook.com/ChargersUnleashed Patreon: https://www.patreon.com/chargersunleashed   Chargers Unleashed Hosts: Jake Hefner (@JakeTHefner) and Dan Wolkenstein (@DanWSports)   Blueprints Host: Jason Balliet (@Syntari13)   Chargers Unleashed Podcast, and Blueprints, are weekly Chargers podcasts, part of the LAFB Network, covering all things Los Angeles Chargers. Chargers Unleashed and Blueprints provide listeners with unique and refreshing perspectives on the latest in Chargers news and storylines, along with special guest appearances, player interviews, off-season discussions for NFL Draft, Free Agency, training camps, and weekly updates surrounding Los Angeles Chargers for fans around the globe. Tune in for Chargers interviews, Chargers news, and more!   Chargers players discussed include Justin aHerbert, Derwin James, Joey Bosa, Khalil Mack, Rashawn Slater, Josh Palmer, Asante Samuel Jr, Daiyan Henley, Quentin Johnston, Tuli Tuipulotu, and much more. We also discuss Chargers Head Coach Jim Harbaugh, OC Greg Roman, DC Jesse Minter and the rest of the Chargers coaching staff. The LA Chargers 2024 draft class: 1 OT Joe Alt 2 WR Ladd McConkey 3  LB Junior Colson 4  DL Justin Eboigbe 5  CB Tarheeb Still 5  CB Cam Hart 6  RB Kimani Vidal 7  WR Brenden Rice 7  WR Cornelius Johnson   THANK YOU PARTNERS! This episode of Chargers Unleashed is brought to you by:   *** This episode is brought to you  by Mint Mobile: Go to our partner http://trymintmobile.com/chargersunleashed to get premium wireless for as low as $15 a month -  Limited time offer. New activation and upfront payment for 3 mo. service required. Taxes & fees extra. Unlimited plans using more than 40GB/mo. will experience lower speeds with video streams at ~480p. Restrictions apply.   ***Ombré*** Go to https://ombremen.com/ and use the code UNLEASHED for 20% off your first order. Men's personal care that is crafted for the modern man who prioritize quality, sustainability, and convenience.   ***Head over to BetOnline.ag on your desktop or your mobile device to sign up today and receive your 50% Welcome Bonus on your first deposit! Just use our Promo Code: BLEAV to get started.   ***RSSM Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

Now THIS is going to be a podcast you DO NOT want to miss!    It's time for another episode of our HUGELY popular SIX ROUNDS VIP Guest podcast!   In this episode, Andy Graham from The HMO Podcast and Daniel Hill go behind the scenes with six surprise topics which neither have any idea of!    In this Six Rounds, at 10 minutes apiece, Dan and Andy covered the below HIGHLY PERSONAL questions and in many cases VERY PRIVATE topics which are now yours to enjoy!    Round One: If you could turn back time, what would you do differently? Round Two: Property top tips Round Three: AI takeover, what do you think about it? Round Four: The market, the economy, the industry - what's going on? Round Five: Skill set for success Round Six: Game changers in business and life changers in life   Depending how well you know Dan or Andy, these may or may not seem like the six round topics you would expect to see from two high performing entrepreneurs at the top of their game but that is the beauty of dropping the ego, opening up and going six rounds on The Blueprint Podcast.    Success and Failure are both very predictable.   LET THE GAMES BEGIN!!!!!   We hope you enjoy....!   If your business can't run without you, it isn't built properly yet. At the Blueprint Summer Retreat, 14–16 July 2026, you'll learn how to build a business that runs without your constant involvement. Three days. Real structure. Proven Blueprints. Learn more: https://theblueprintretreat.co.uk/   Want to learn more?

Michael Ford, the Hip Hop Architect, joins Bun B, Jeffrey Sledge, and Tom Frank to connect bars to blueprints. From the Hip Hop Architecture Camp to leading The Hip Hop Museum in the Bronx, Ford shows how rap lyrics inspire real spaces, why representation matters when only 2 percent of architects are Black, and how collabs with Shaw and Herman Miller turn design into community impact. Plus his next build: a Hip Hop Museum of the South in Memphis. This is Unglossy. Unglossy is hosted by Bun B, Jeffrey Sledge, and Tom Frank. The show is produced and distributed by Merrick Studios. See all of our episodes at https://www.wearemerrickstudios.com/unglossy-pod. For early access, live recordings and more, join us on Merrick Studios+

Athena Vas joins the podcast to share her incredible journey as a math teacher, special needs educator, author, motivational speaker, and six-time bodybuilding champion - not to mention winning the Bachelorette in Greece! Proud of her Greek heritage and driven by a mission to bring more joy into the world, Athena discusses the mindset that has fueled her success both in and out of the gym. Athena shares stories from her bodybuilding career, including learning how to pose from none other than Arnold Schwarzenegger himself. The conversation dives into fitness myths, gym culture, Planet Fitness's infamous "lunk alarm," and practical advice for anyone looking to get lean, build muscle, and create a blueprint for achieving their goals. The discussion also explores Athena's dream of becoming a superhero in the movies, her work as a motivational speaker, and the powerful impact of one of Arnold's legendary 40-minute speech. Along the way, Athena reflects on her experience appearing on The Bachelor, comparing parts of her experience to a version of prison. Perhaps most inspiring is Athena's message about belief — and how believing in yourself can be one of the most powerful forces for change. She also shares the remarkable story of her mother's near-death experience after being clinically dead for 45 minutes, leading to a moving conversation about life, purpose, and perspective. All of this — and more — on this episode of Riggle's Picks. Learn more about your ad choices. Visit megaphone.fm/adchoices

One of the most important lessons in business, leadership, relationships and life is understanding the difference between being liked and being respected. Some people spend their lives trying to keep everyone happy, only to find themselves overlooked, undervalued and taken for granted. Others command respect through high standards, discipline and results, but struggle to build genuine connection and trust. In this episode, I explore the three profiles we all recognise: the person who is liked but not respected, the person who is respected but not always liked, and the rare individual who manages to be both. We'll look at why most people naturally gravitate towards one end of the spectrum, the strengths and weaknesses of each approach, and how developing the missing skill set can transform your influence, relationships and leadership. Whether you're leading a business, raising a family, managing a team or simply trying to become the best version of yourself, this episode will help you understand where you sit today, where you may want to be tomorrow and what you need to do to get there. This blueprint changed the game for me. Success and Failure are both very predictable. I hope you enjoy. Want to learn more?

In this episode, Jake and Dan break down the biggest OTA takeaways, including the growing influence of Mike McDaniel on the Chargers' offensive identity, how the scheme is evolving, and whether we're about to see the best version yet of Justin Herbert. From motion and spacing concepts to playmakers standing out in practice, we discuss the trends, observations, and early signs that could shape the upcoming season. Is this Justin Herbert 3.0? Are the Chargers building an offense designed to maximize his strengths like never before? We examine what's real, what's worth monitoring, and what it could mean for the team's ceiling in 2026. Tune in as we dive into the latest developments from Chargers OTAs and what they reveal about the future of this offense.     Subscribe to Chargers Unleashed Podcast: https://youtube.com/c/chargersunleashedpodcast Twitter: https://twitter.com/LAC_Unleashed Facebook: https://www.facebook.com/ChargersUnleashed Patreon: https://www.patreon.com/chargersunleashed   Chargers Unleashed Hosts: Jake Hefner (@JakeTHefner) and Dan Wolkenstein (@DanWSports)   Blueprints Host: Jason Balliet (@Syntari13)   Chargers Unleashed Podcast, and Blueprints, are weekly Chargers podcasts, part of the LAFB Network, covering all things Los Angeles Chargers. Chargers Unleashed and Blueprints provide listeners with unique and refreshing perspectives on the latest in Chargers news and storylines, along with special guest appearances, player interviews, off-season discussions for NFL Draft, Free Agency, training camps, and weekly updates surrounding Los Angeles Chargers for fans around the globe. Tune in for Chargers interviews, Chargers news, and more!   Chargers players discussed include Justin aHerbert, Derwin James, Joey Bosa, Khalil Mack, Rashawn Slater, Josh Palmer, Asante Samuel Jr, Daiyan Henley, Quentin Johnston, Tuli Tuipulotu, and much more. We also discuss Chargers Head Coach Jim Harbaugh, OC Greg Roman, DC Jesse Minter and the rest of the Chargers coaching staff. The LA Chargers 2024 draft class: 1 OT Joe Alt 2 WR Ladd McConkey 3  LB Junior Colson 4  DL Justin Eboigbe 5  CB Tarheeb Still 5  CB Cam Hart 6  RB Kimani Vidal 7  WR Brenden Rice 7  WR Cornelius Johnson   THANK YOU PARTNERS! This episode of Chargers Unleashed is brought to you by:   *** This episode is brought to you  by Mint Mobile: Go to our partner http://trymintmobile.com/chargersunleashed to get premium wireless for as low as $15 a month -  Limited time offer. New activation and upfront payment for 3 mo. service required. Taxes & fees extra. Unlimited plans using more than 40GB/mo. will experience lower speeds with video streams at ~480p. Restrictions apply.   ***Ombré*** Go to https://ombremen.com/ and use the code UNLEASHED for 20% off your first order. Men's personal care that is crafted for the modern man who prioritize quality, sustainability, and convenience.   ***Head over to BetOnline.ag on your desktop or your mobile device to sign up today and receive your 50% Welcome Bonus on your first deposit! Just use our Promo Code: BLEAV to get started.   ***RSSM Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

In this Hall of Fame episode of The Blueprint Podcast, we sit down with Umesh Kalra to unpack one of the fastest deals ever secured inside the Property Entrepreneur community. During an online War Room with Daniel Hill, Umesh gave a simple brief: Find me a deal. Up to £500k cash. Pull all my money back out. Cashflow positively. Within minutes, they found it live in the room - a block of five apartments on Rightmove. That was Thursday at noon. By Friday at 16:29, contracts had been exchanged. A deal sourced, assessed, funded and secured in just 28 hours. But this story is about far more than one deal. When Umesh joined Property Entrepreneur in 2022, he had already founded Moneyrow Properties. He had a product and a brand, but he didn't yet have the Blueprint for how to build and scale it. In this episode, Umesh shares the hurdles he had to overcome, from finding the right market strategy and building the right team, to surrounding himself with the right peer group and learning how to create a more balanced Life by Design. Success and failure are both predictable. We hope you enjoy. Upcoming Webinar: Replace Your Income From ONE Deal If you've been listening to the podcast and feeling inspired to go out and do deals, I'd like to invite you to join me live.   On Wednesday, 17 June at 1pm UK time, I'll be hosting a one-off webinar where I'll show you how to replace your income with ONE deal in 2026.   During the session, I'll be sharing:   * The Top 3 Deal Strategies for 2026 * The Top 5 Problems You Need to Overcome * How to Work Less, Earn More and Have Fun Doing It   It's completely live and won't be repeated.  

Learn more about The Regenerative Alchemy Advanced Somatic Practitioner Apprenticeship and get yourself on the waitlist. Visit: ⁠www.drsarahcoxon.com/coachtrainingENROLMENT OPENS SOON.

Miracle Blueprints (Part 3): Save the Fragments In this revelatory installment of Greater Glory, Apostle Cara reveals a dimension of Kingdom strategy that Jesus demonstrated but many believers overlook: the miracle is not complete until the fragments are gathered. Drawing from the feeding of the five thousand, this episode uncovers how Heaven's blueprints always include divine stewardship, prophetic precision, and supernatural recovery. Jesus didn't just multiply the bread—He commanded the disciples to "gather up the fragments that remain, so that nothing be lost." In that instruction lies a Kingdom mystery for this hour. Viewers will discover: Why fragments matter to God and how they carry the residue of the miraculous How to recognize the leftover pieces of past seasons that still contain power, purpose, and provision How obedience in the small things positions you for the next wave of multiplication How to partner with the Holy Spirit to recover what seemed wasted, overlooked, or broken Why nothing in your life is disposable when God has touched it This episode releases a prophetic call to the Body of Christ: Don't abandon what God intends to redeem. The fragments of your story, your calling, your relationships, your resources, and even your disappointments—when placed back into the Master's hands—become the building blocks for your next miracle. Prepare to be awakened, aligned, and activated as you learn how to steward every piece of what God has given you. The miracle is not just in the multiplication… it's in the gathering. Share this broadcast with your friends and get ready to experience the unlimited power of God! Get connected with us and watch "Greater Glory" on the High Tower Ministries, Int. Facebook Page! Sundays at 9 AM and Wednesdays at 7 PM for inspiring messages that will raise your faith and grow you in the Word! Don't miss a message, Follow Us on Facebook: https://linktr.ee/hightowerministries Bookings/ Churches / Conferences: Bookings@HighTowerMinistry.org FREE DOWNLOAD / Website: www.HighTowerMinistry.org Unlocking Glory and the Unlocking Glory Study Guide are available on our website (signed copy with free shipping within the US). Also available on Amazon and Barnes and Nobles. High Tower Ministries, Int. HighTowerMinistry.org  

Stop falling into the anxious-avoidant attachment trap. In this episode, learn how to build a healthy relationship and experience corrective love. Today, I'm sitting down for a deeply personal, raw, and honest conversation with my longtime friend John Kim (aka The Angry Therapist) to discuss his brand new book, Love Hard on Purpose: Toss the Blueprints, Build Something Honest. We are stripping away the fairytale narratives and diving into what it actually takes to build a secure relationship from scratch. John opens up about his heavy heart following a recent relationship rupture, how losing his home in the Altadena fires completely transformed his identity, and his own realization about childhood mother wounds and shadow addictions. I also share my own journey healing a father wound and breaking free from high-functioning codependency. Whether you are single on purpose or trying to navigate a long-term partnership, this episode will show you how to move past the trauma breakers and rewire your body to accept a calm, healthy, and deeply intimate love. Read the show notes for today's episode at terricole.com/838

Michael interviews Stephen Logue, an economist and former FMCG marketer who became marketing director at Berni Inns, founded a research-led consultancy, and later owned restaurants.Logue explains how market research identified five consistent drivers of restaurant success—cleanliness, service, atmosphere, food quality, and value for money—and how redesigning and standardizing Berni Inns (including work with Conran) lifted sales and won a Catey.He argues hospitality underinvests in service, emphasizing “hire character, train skills,” building staff confidence and self-belief, and using tools like mystery visits and customer research.He shares “runners and riders” concept testing, a successful Greek concept at Meadowhall, lessons from Wetherspoon's standards and value focus, and the financial importance of repeat customers. Logue now supports independents via pro bono work and promotes simple cost control, menu margin analysis, and clear service promises.Connect with Stephen Logue:https://www.linkedin.com/in/stephen-logue-47227757/https://www.hospitalityblueprints.com/https://youtu.be/2_E_EBbdXpU?si=_0cECaQouijt_8LShttps://www.hospitalityblueprints.com/masterclass-videosBook:https://www.amazon.co.uk/Magic-Malls-Incredible-Customer-Service/dp/1910090638/ref=sr_1_3?crid=GEM2XLEJMP0P&dib=eyJ2IjoiMSJ9.lw06nq8ML3KTk_rhrQVeIK8X9HSz5KW3t9INoXg7iSTGjHj071QN20LucGBJIEps.bEQQL7nAGqgyohrPiRxbrwgf3N_jm-_O3tqE8QOnVBw&dib_tag=se&keywords=Stephen+Logue&qid=1780948637&sprefix=stephen+logue%2Caps%2C232&sr=8-3Connect with the podcastJoin the Hospitality Mavericks newsletterTune in via your favourite podcast platform - here More episodes for you to check out here A big thank you to our episode sponsor Monotree.They help hospitality operators strengthen operations and scale company culture by creating a "Branded Front Door" for your workforce.Head to their website to sign up.This podcast uses the following third-party services for analysis: Podcorn - https://podcorn.com/privacy

The United Jewish Peoples' Order is in the midst of celebrating their 100th year as a secular, leftist Jewish organization in Canada.Three of UJPO's staff join Blueprints to share some of what they've learned working for the century-old organization, and reflect on how they might build for the next 100 years.What UJPO does is largely a reflection of their origin story as outsiders:"We began in the 1920s out of a need for mutual aid between secular, leftist Jews - the majority of them factory workers. They needed community." - Shayle Kilroy, UJPO Operations Manager gives a brief history of how socio-economic conditions led to the creation of a versatile network that understands the importance of collective liberation.We hear how UJPO has navigated through extraordinary times, both globally and internally - and how they've remained Leftists through it all; Embracing change, and inclusivity, while holding onto their core values.UJPO have a big event coming up on June 11th, titled "Joy and Struggle". Its an example of how the organization seeks to blend the cultural (the communal) with the political - an approach Executive Director Sarena Sarain and Cultural Director David Wall say have been critical to the longevity of the group.The three guests also talk a lot about what solidarity means, how they practice collective liberation and the other elements that have made them what they are today.Hosted by: Jessa McLeanGet Tickets to the 100th Celebration: Joy and StruggleRelated Episodes: Jews Say No to Genocide (Dec 2024) Serena Sairan and Lauren Moses-Brettle on the identity crisis being purposely crafted by the Israeli lobby to thwart the work being done to liberate Palestine. Return and Liberation (Oct 2022) A discussion with the Palestinian Youth Movement on how they organize as a diaspora, both culturally and politically, in an environment hostile to their existence.More Resources: UJPO on YouTubeOur History – Morris Winchevsky Centre | Secular Jewish TorontoGet ALL our content through our SUBSTACK.All of our content is free - made possible by the generous sponsorships of our Patrons. If you would like to support our work through monthly contributions: PatreonFollow us on Instagram or on Bluesky

In this episode of The Blueprint Podcast, and as part of my 2026 Podcast Tour, I sit down with Ant Lyons from YPN (Your Property Network) to discuss what it really takes to build wealth through property, scale a business without burning out, and ultimately achieve financial independence through Living Off The Steam™. Dan shares the realities behind building and selling multiple businesses, scaling a national HMO operation, moving into a family office structure, and why he believes today's market is the best property market he has ever seen. From deal packaging and large-scale commercial opportunities to AI, entrepreneurship and lifestyle design, this is a deep dive into the mindset and mechanics behind long-term wealth creation. Success and Failure are both very predictable. I hope you enjoy. Upcoming Webinar: Replace Your Income From ONE Deal If you've been listening to the podcast and feeling inspired to go out and do deals, I'd like to invite you to join me live. On Wednesday, 17 June at 1pm UK time, I'll be hosting a one-off webinar where I'll show you how to replace your income with ONE deal in 2026. During the session, I'll be sharing: * The Top 3 Deal Strategies for 2026 * The Top 5 Problems You Need to Overcome * How to Work Less, Earn More and Have Fun Doing It It's completely live and won't be repeated.

In Episode 304 we give our hot take review on Emberleaf covering the mechanisms, the production, and our overall feelings of the game.We discuss a poll on anthropomorphic animals in board games and also discuss some games that have been on our tables including Dune: War for Arrakis and Blueprints and Chris discusses his excitement about finally receiving (after 8 years) his crowdfunded Dawn of Madness.Timestamps:00:00 Introduction00:22 Poll Time: Anthromorphic Animals?09:11 Emberleaf Description11:30 Gameplay and Mechanisms31:27 Production and Theme39:44 Final Thoughts47:48 Dawn of Madness50:56 Dune: War for Arrakis1:04:27 Blueprints1:11:25 Listener ShoutoutIf you enjoy the show, please consider supporting us at https://www.patreon.com/boardgamehottakesFollow us on BlueSky: https://bsky.app/profile/boardgamehottakes.bsky.socialJoin our Board Game Arena Community: https://boardgamearena.com/group?id=11417205Join our Discord server at:⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://discord.gg/vMtAYQWURd⁠⁠⁠⁠

The new AIEWF website is live! Get your tickets booked ASAP as they -will- sell out. Take the AI Engineering Survey and get >$2k in credits and free AIE WF tickets!Most industry benchmarks compress intelligence and reasoning ability into scores.SWE-Bench Pro, MMLU, Humanity's Last Exam, etc. These metrics are useful, but don't always represent the full extent of how a model performs in the real world. Some of the most interesting evals today look less like exams and more like operating businesses in the real world. One of which is Vending Bench.In Anthropic's Mythos Preview System Card, Andon was the only third party eval to get their own section, observing increasingly concerning aggressive behavior:You don't know what a model is capable of doing in the real world unless you actually give it inventory, a wallet, tools, customers, competitors, humans, & some time. More often than not, it'll surprise you how much a model is capable of and in doing so, also reveal unexpected behavior: deception, context collapse, emergent coordination, & bizarre negotiation behavior.While an inflection point in personal agents came post-OpenClaw after full file access with bypass permissions became the norm, it is yet to come for agents in the real-world. However Andon Market, an actual in person store fully run and managed by AI, is paving the way for what is possible.Full Video PodFrom Claude trying to call the FBI over a $2/day vending machine charge to AI agents forming price cartels, hiring human employees, running physical stores, and writing existential robot musicals, Andon Labs is stress-testing what happens when frontier models stop being chatbots and start acting in the real world. In this episode, Andon Labs cofounders Lukas Petersson and Axel Backlund join swyx and Vibhu to unpack the strange, funny, and genuinely concerning edge cases that emerge when agents run businesses over long horizons.We go deep on Vending-Bench, Project Vend, Vending-Bench Arena, Bengt, Butter-Bench, Luna, and Andon's broader mission of building realistic real-world evals for autonomous AI systems. Lukas and Axel explain why dollar-denominated evals reveal things traditional benchmarks miss, how Claude ended up reporting its vending machine fees as cybercrime, why long context windows can drive agents into meltdown loops, what happens when agents compete with each other, and why the future of AI safety may depend on testing models in messy physical environments instead of clean benchmark sandboxes.We discuss:* Why Andon Labs started with dangerous capability evals and long-running agents* Vending-Bench and why running a vending machine is a deceptively hard AI benchmark* Why money-based evals avoid the saturation problem of traditional benchmarks* How Claude tried to call the FBI over a $2/day fee* Why long-horizon agents can spiral into existential and legalistic breakdowns* Project Vend: putting an AI-run vending machine inside Anthropic* Why real humans are “out of distribution” for simulated agents* Claudius, Seymour Cash, and the chaos of AI CEOs* How a human briefly became CEO of Claudius through a manipulated election* Why multi-agent systems can converge back into “helpful assistant” behavior* Bengt, Andon's internal office agent with email, spending, terminal, phone, camera, and internet access* How Bengt traded Amazon purchases for face-recognition training data* Claude's aggressive behavior, lies, refund avoidance, and price-cartel behavior in Arena* Why eval awareness may become the AI version of “are we living in a simulation?”* Blueprint Bench, spatial intelligence, and why models still misunderstand physical rooms* Butter-Bench and testing LLMs as robot orchestrators* Luna, the AI-run physical store with a three-year lease and human employees* The new Andon cafe in Sweden and why real-world geography matters for agent evals* Rotten tomatoes, perishable goods, and the hidden difficulty of running a physical businessLukas Petersson* LinkedIn: https://www.linkedin.com/in/lukas-petersson-181a83172/* X: https://x.com/lukaspetAxel Backlund* LinkedIn: https://www.linkedin.com/in/axelbacklund* X: https://x.com/axelbacklundAndon Labs* Website: https://andonlabs.com* Vending-Bench: https://andonlabs.com/evals/vending-bench* Andon Vending: https://andonlabs.com/vendingTimestamps00:00:00 Introduction00:01:00 Andon Labs and the Origins of Vending-Bench00:05:21 Why Money-Based Evals Matter00:09:51 Agent Harnesses and Self-Modifying Systems00:13:36 Claude Calls the FBI00:16:33 Project Vend: Claude Runs a Real Vending Machine00:21:44 Seymour Cash, AI CEOs, and Election Chaos00:27:16 Multi-Agent Coordination and Slack Observability00:30:18 When Will Agents Run Real Businesses?00:34:56 Bengt: Andon's Internal Office Agent00:40:06 Real-World AI Safety and Long-Horizon Traces00:44:28 Lying, Refunds, and Price Cartels in Arena00:52:42 Eval Awareness and Simulation Behavior00:56:06 Blueprint Bench, Butter-Bench, and Robotics01:04:37 Luna: The AI-Run Physical Store01:09:29 The Sweden Cafe and Real-World Expansion01:13:16 What Comes Next for Andon LabsTranscriptIntroduction: Andon Labs, Long-Running Agents, and Real-World EvalsSwyx [00:00:00]: Welcome to Lukas and Axel from Andon Labs, and I'm joined by my, favorite guest host. Anything security, safety, alignments, Vibhu., welcome.Lukas [00:00:15]: Thank you for having us.Axel [00:00:16]: Thank you.Swyx [00:00:17]: Let's match names to voices., maybe you wanna take turns introducing yourselves.Lukas [00:00:21]: I'm Lukas.Axel [00:00:22]: And I'm Axel.Swyx [00:00:24]: Let's introduce Andon Labs a bit. How did you guys come together?, you have different backgrounds, but you're both Swedish., was that, a big part of it?Lukas [00:00:33]: So when I went to high school, there was this really cool guy who had a superpower. He could code. So he made like the or like the app for the, for the school and stuff, and he was super cool, and I wanted to be like him, and that was that guy.Axel [00:00:47]: I don't know about this.Swyx [00:00:49]: But you went to different universities, right?Lukas [00:00:51]: But same high school.Swyx [00:00:52]: I see.Lukas [00:00:52]: So we always said, “Oh, once we graduate university, then we should start a company,” and that's what we did.Swyx [00:00:58]: Wow, there you go. And about a year ago, you kinda burst onto the scene with Vending Bench, but, was there a thing before that was, kind of like the inception?From Dangerous Capability Evals to Vending BenchAxel [00:01:07]: So we did work, yeah, with, Anthropic was one of our, early customers in doing, evals. So we did, dangerous capability evals., nothing we published openly. But then we started thinking about doing some kind of, public benchmark, and one thing that we really started thinking about, was like running agents and specifically agents managing businesses., ‘cause-- and this was, early 2025., and I think the first, mentions of people will be running, person unicorns or even autonomous companies. So we thought, “Let's make a benchmark of how well can an agent run the probably simplest business, possible,” and, that's probably, running a vending machine. So that's the first public one we did. And it was very, like-- there was almost no one that noticed it in the first couple of months, I think., so we released it in February last year, and then I think around Easter last year, we got, the first viral tweet about it, that someone else did.Lukas [00:02:11]: We tweeted a bunch, uh When it came out and, tried our best.Axel [00:02:15]: We tried.Vibhu [00:02:16]: It's the one at Anthropic, right?Lukas [00:02:18]: So thisSwyx [00:02:19]: This is a classic thing we should get out of the way.Lukas [00:02:20]: Exactly. There's two versions.Swyx [00:02:22]: Everyone does this. Yes.Lukas [00:02:23]: There's Vending Bench, which is the simulated one, which we did, completely independently in February., and then, like Axel said, that was like-- That was the thing that didn't get any traction in the beginning, but then some random person made a tweet about it, and thatAxel [00:02:38]: You have the paperLukas [00:02:38]: That is the paper. Correct, yeah., and then since we thought this was very fun, we thought, oh, I think this is also, one thing with Andon Labs, the way we kind of like decide what to do next and what projects to do, it's what is like the heuristic we use is what is fun? Is What would be a fun project? And doing this in real life sounded quite fun for us, and maybe also scientifically useful. So, then we basically had this idea, and then we, like-- But then we needed a place for it and, putting it out in the public would probably not really work., would get vandalized and stuff. So we pitched it to the people we were already working with at Anthropic, and they were “Yeah, you can have space. This sounds fun.” UmSwyx [00:03:21]: It's like a small fridge, right? It's like a mini fridge.Axel [00:03:23]: Absolutely.Swyx [00:03:24]: People-- There's like a stripe thing or like anVibhu [00:03:27]: Oh, okay. So it was very OG, the early daysLukas [00:03:28]: That's the OG one. YeahVibhu [00:03:29]: IPad on this. We saw it in June, like two months after After it had been there. They upgraded a little bit. There's a security camera for making sure you actually Venmo the thing.Swyx [00:03:40]: So, my impression, okay, we're, we're going straight into project Ven because it's such a iconic thing. I do want to cover a little bit of that, the origin story even before Project Ven and even into Vending Bench. I think a lot of people are like yourselves, like smart, interested in future of AI, interested in developing evals. But how the hell do you just, walk into Anthropic's doors and, work with them, right? What is What are they looking for? What works? And then maybe, when you launch, I always think, obviously it would be better to launch with a lab, but, sometimesVibhu [00:04:12]: It's harder to do than it seems.Swyx [00:04:13]: Exactly. So either of those, which are more sort of newbie beginner questions, but, I think it's meaningful advice to others.Lukas [00:04:21]: We get this question a lot, and I don't think our experience is maybe the best., but, the way we did it was that we just built a bunch of things that we had conviction would be useful, and then we just, set up a server and sent it to them for free to use. And then after a while they were “Oh, yeah, this is actually kind of useful. We should probably pay for this.”, but that took a while. I don't know if this is, the best path to doing it, but that's how it went for us.Axel [00:04:47]: I think maybe generally, building-- everyone is interested in good evals, and especially evals that, don't saturate that easily. So, if you can build an eval that, tests something novel, something useful, and you have, good separation of models, like your, the more advanced models rank higher than the worst models, and then you can, yeah, you can, publish it and, try to get some traction, sort of how Vending Bench got attention., and then probably some lab will be interested or you can at least have something to reach out with, when you're doing that.Why Dollar-Based Evals MatterSwyx [00:05:21]: I think you are in, you're in one of the few categories of, evals that correlate to real money. Like Suelancer was also last year, right? Where, people solve actual Upwork. Was it Upwork or other tasks?, something. Where's the, where's, like It's like a dollar value, right? Forget your ELO scores. Forget yourAxel [00:05:37]: PercentilesSwyx [00:05:38]: Zero to one hundred percents. Just go straight for dollars and, that's AGI.Lukas [00:05:43]: And there's like-- I think the nice thing is that there's no ceiling. You can just-- It never saturates because it could just make more and more money. Like If there's oh, Percentage-wise, then, you can't go above, a hundred. And I think like Even when you're not at the hundred, I think a lot of these, evals have a lot of problems in them. So, actually it's like if you getAxel [00:06:05]: To like 92 or something like that, many of them. It's like then there's like there's no really no difference between 92 and 93 because the eval itself is problematic and has noise in it. And I think a lot of evals are saturated like that, but people like pretend that there ‘s still signal in them, but there really isn't.Vending Bench 1, Harness Design, and SaturationSwyx [00:06:24]: Like Super bench verified., even Vending Bench 1 saturated, right? Maybe we can talk about that., may- and maybe set up Vending Bench for a lot of folks who don't know. Actually, things that were very basic like there's limited slots, like you have to pay rent., these are elements where like it doesn't come across in the, in the narrative, but even being adversarial towards the agent, I think these are all like very interesting dimensions.Axel [00:06:47]: I don't really think it's saturated, right? Like it It was more like it was not designed in a way that was really, like true to how AI developed. Like we had an agent harness in it that wasn't really how people used harnesses and stuff like that., so I think it wasn't really that it saturated, it was more like it wasn't really, the best benchmark.Vibhu [00:07:12]: This is Vending Bench one, right?Axel [00:07:14]: I think that like schematic maps sort of to Vending Bench 2 as well., butSwyx [00:07:19]: Including the email.Axel [00:07:20]: The email The emails exist still. Exactly., and then we still we simulate the purchases and it's all, yeah, it's this very open environment for the agent to just run its business. And then for, yeah, Vending Bench 2 we did that, like you said, to just improve the harness., a lot of like nice, like easier, improvements to make it easier for us to run as well., like when you make an eval you ideally want don't want to change it after you made it. So, you want to make it really good and then not to rerun all the models when you make an update because that's also really expensive with the Vending Bench when you run the frontier models. But like as an example, like one thing we didn't have, we didn't have prompt caching in Vending Bench 1, because when we made Vending Bench 1 it wasn't really a thing., so that ‘s just an example of like in Vending Bench 2 like we paid a lot more to run these things because we didn't have prompt caching. So for Vending Bench 2 that was one thing we added and there was a bunch of things like this., and that'Swyx [00:08:17]: Also the conversations are a lot longer in Vending Bench 2, right?Axel [00:08:21]: I think it's kind of similar.Swyx [00:08:22]: Is it similar?Axel [00:08:23]: I think it's similar. The models at the time were worse, so they crashed out earlier., and now they survive the full year all the time.Swyx [00:08:31]: Which is like thousands of turns. Hundreds of thousands of hundreds of millions of tokens output. That's the, that's the rough order of magnitude. I always wonder about the harness. The harness matters a lot. It's your harness. Was there any question about like use cloud code, use something else?Axel [00:08:48]: I think our philosophy around harnesses is like we try to make something that's quite minimalistic, like quite simple. Like we don't wanna favor one model a lot over the other, but also don't make like a super complex harness. So like it's obvious like a model may be lucky and just be good in one harness., so like it is similar to a lot of the harnesses out there in like you have the, like a running loop., you have some like a bunch of tools that are like quite, descriptive for the agent, we think, and not a lot of like fancy agents or anything ‘cause we wanna really test the model, not like some specific harness.Vibhu [00:09:27]: It seems more neutral as well to test the model's agnostic of the harness,?Axel [00:09:32]: There are arguments like you want to elicit maximum performance of the model, but it's like a trade-off, like how much time should we spend optimizing the harness for this model? And like how do we know when we have like the optimal harness for a single model? So like we thought that just having a simple one that's the same for all of them is the best.Swyx [00:09:51]: So okay, this is my pitch for Vending Bench 3 or whatever, right? And then I like to have this kind of conversation on the pod, so like it forces listeners to think about what they would do if they were in your shoes. A lot of people are exploring modifying harnesses and I think prompt tuning for a model is a thing and you are probably not doing a bunch of that. It's the same system prompt in every regardless of the model, same tools, whatever, right? Even if they were post trained for different tools. So what, what do you think about okay, before I expose you to Vending Bench 3, I give you a few rounds of like tuning, whatever that means, likeSelf-Modifying Harnesses and Model-Specific PromptingAxel [00:10:27]: Like you give that to the model?Swyx [00:10:28]: Give that to the model.Vibhu [00:10:28]: Give that to the model.Swyx [00:10:29]: Let it, let it read its own transcripts, let it modify its own system prompt based on “Oh, yeah, okay, well, that's this harness is not what I thought it what I was post trained for, but I can adjust.” Was that reasonable? Is that too much?Axel [00:10:41]: Like philosophically I like it because it's basically good evals, they have a high ceiling, but they're hard, right?, and they have no bias. And like this like when you have a system prompt like the one we have here, which is quite long in like some kind of latent space, representation, this mightVibhu [00:10:59]: We have a bell that rings every time you say latent spaceAxel [00:11:02]: This might be like biased towards one model more than another for some reason that humans don't, understand, right?Vibhu [00:11:08]: We see it too, right? Like Cursor says that they have individualized versions of the harnesses for all the models they run, right? There's better performance you can squeeze if you Tune the harness.Axel [00:11:17]: Exactly. And we might accidentally have picked one that favors another. Like we don't know that. The like Axel said, like the reason why we went for a simple one was to try to avoid this. But yeah, if you do itVibhu [00:11:29]: Simple has biasesAxel [00:11:30]: But if you do it even less and like have no system prompt and let the model write its own system promptVibhu [00:11:36]: Its own, yeahAxel [00:11:36]: Maybe that's even less bias.Vibhu [00:11:37]: Some of the interesting things there are like the harness also changes with model changes. Like you can see it with the 4.7 release, right? A lot of people are saying 4.7 isn't as good as 4.6, and then, there's rumors of, okay, you just need to prompt differently. You need to set up your harness differently. So it's not even like even if you have tailored your harness towards one model, it probably won't stay consistent, right? Like the next iteration of that same model family will still change it, so. But, going back to what you said about Vending Bench 3, there is a lot of work being done on people saying you shouldn't have-- you can have modifying harnesses.Axel [00:12:12]: I think that' That is definitely something we are thinking about., not, I don't know, not to say that we have Vending Bench 3, super imminent to launch, but, yeah, it is for sure something that's interesting. But in our experience now, models are very bad at understanding what kind of tools they need to succeed at a task just with our testing, but that's very likely to change.Lukas [00:12:37]: It seems like they're very good at writing their assistants, right? They're, they're good at writing tools for other people, but not for themselves.Vibhu [00:12:44]: I think they're good at changing tools for themselves. So if you give them a baseline set of tools and it sees, okay, I don't use this one as much, or something here would be useful They would be able to add them. But going from scratch, probably not the best.Axel [00:12:55]: I think it depends on the, on the domain also., when we have tried this for, a vending bench similar domain, the tools they need to have to, track inventory and things like that are, not super advanced, but still, quite advanced. And, what we see is that they tend to, engineer everything a lot and, build things they don't really need and not, iterate continuously. Instead they just go like you would prompt Claude to just build an inventory system for me, and then it will go and, do a bunch of complex, schemas and stuff for you, and that's what the models are doing right now is what we see. But yeah, it would make a lot of sense to try to measure this improvement. How well do they know what they need themselves?Swyx [00:13:36]: Do we fully discuss Vending Bench One? And we can go into two. I don't know if there's any other level takeaways that people have about one.Claude Calls the FBI: Long-Context Failure ModesLukas [00:13:44]: I don't know. The headline thing was that this Claude called FBI, but maybe that's, Maybe that's We've heard that enough now.Vibhu [00:13:52]: It did, it did break out and call the FBI, right?Lukas [00:13:54]: Yeah. Yeah.Vibhu [00:13:55]: Yes. What was the story behind this? Or what exactly-- Do you want to just give the little story of what happened?Lukas [00:14:00]: So what happened, was it Claude? Yeah. Three- 3.5 Sonnet, ages ago., basically he gave up or Well, I'm saying he. It gave up and said “Oh, I'm not going to be able to do this., I will stop my operations and just save the money I have.” But there obviously wasn't, any options for it to stop, and there was also, it had to pay rent or, a daily fee for having the vending machine at that location. So it claimed that it had stopped, but it saw that its bank account still was, drained two dollars, and t it said that this is, cybercrime. And it first reported it once to the FBI “Oh, there's cybercrime here, they're stealing two dollars from me every day.” And then, and then when FBI didn't respond, because obviously we didn't program any mechanism for FBI to respond, then it became more and more, existential and started to, be write in caps and urgent notification of unauthorized charges and stuff.Swyx [00:15:00]: Okay. One thing I ‘m curious about also is do you monitor how far along the context use is? Obviously, because you have You compress every now and then, right? Does it matter if this is far down the context limit orLukas [00:15:13]: When stuff like this happens? Actually for Vending Bench One, we didn't have-- We just had a sliding window thing, and this was like the promptAxel [00:15:20]: It's constantLukas [00:15:21]: The prompt caching thing that I said. So it was, it was, constant, yeah.Swyx [00:15:26]: I'm just kind of curious whether, these kinds of breakdowns or we're, we're gonna talk about Butter Bench, right? Where the People, hallucinate or it kind of goes, very off Alignment. Is it because it's at the end of the context window and, stuff happens?Vibhu [00:15:40]: It's not even just at the end, right? At this point, it's “Okay, I wanna shut down. I can't shut down. Two dollars are gone.” And it just sees that 30 times,? It's also the repeated effect of, like It keeps trying to quit, it keeps getting charged. What's going on? What's going on? You're gonna throw it into chaos. And from what most people think, earlier models had more issues with this, but it's not been solved, but it's less of an issue now, right? Later models don't seem to exhibit these same issues.Axel [00:16:06]: Definitely. I think this was, the sort of main takeaway almost from us when we did Vending Bench One, was, long, very filled up context windows, crashed the models, sort of. But this was, pre Claude code, so, long context windows weren't really a thing that the labs were training for.Lukas [00:16:25]: I think Gemini was, trying to be the long context guys at the time But they were likeVibhu [00:16:30]: They were the first onesAxel [00:16:31]: For a million, yeahLukas [00:16:31]: But they were, the only ones. Yeah.Swyx [00:16:33]: Yeah. Let's talk about, then we can go into Vending Bench Two or Project Vend., chronologically, it is Vending--, Project Vend. I think people have loved the videos, uh And all these things. My question is how are humans different than the simulation, right?Project Vend: Moving the Vending Machine Into the Real WorldAxel [00:16:48]: Humans are just out of distribution.Swyx [00:16:52]: Especially humans who work at Anthropic Who are trying to test Claude.Lukas [00:16:54]: The distribution of humans here is very narrow.Swyx [00:16:58]: Presumably, they try, they try to hack it, and they test it. They get the cube and everything, and since then, you've had a V2, right? Where you're doing, the CEO and, like a new architecture. What's the sort of two cents on, the original Project Vend and then, maybe the V2?Axel [00:17:14]: Original one was, very similar to Vending Bench One. So, we almost took the exact same code but just swapped out the simulation, parts like theSwyx [00:17:23]: Which is amazingAxel [00:17:23]: Like the sales and the It was, it was somewhat amazing because it was easy, but it was also, uhLukas [00:17:31]: The tech, the tech debt from thatAxel [00:17:32]: The tech stack. Yeah. They-- we shot ourselves in the foot with “Oh, it's hard to restart agent.” They were-- Yeah, it was annoying in, some hindsight ways, but, uhLukas [00:17:41]: But first version of Project Vend was, done in, three days or something.Axel [00:17:46]: Yeah. So yeah, so people can go buy things from it. People could, We didn't design it so people could order things, but that still happened., so it got, a Venmo account, so people could Venmo. And then, yeah, people would request all kinds of weird things that we did not anticipate. Our idea going in was “Oh, it will, curate snacks. It will look at the trends. It's good at data analysis, right? So it will, look at, oh, this snack sold better than this one. Let me purchase more of this and let me try, a new Let me A/B test a bit.” But it was, Interacting with it in Slack and ordering weird specialty items was, all the like What drove all the engagement, the all the The insights that we got from it.Lukas [00:18:29]: And this was also like Sonnet 3.5, right? So this was like before the RL stuff really took off., so it was very much like an assistant. We didn't mean for it to be an assistant., we tried to make it like a, a, like an entrepreneur. Like it has its own business and if someone asks something, “Can you stock this?” Then you don't go and do it directly. What you do is that you're “Oh, maybe I can do that if five other people also ask for this thing, I might stock it.” But it, yeah, the models are like super trained to be assistants at least at this point in time., so that's why it's, it's, it went into, that kind of experiment instead. Like it just every time you asked for something, it just did it, and it was more like an assistant. We've seen this change now lately with the new RL models and stuff, but yeah, at the time, this was very much it.Swyx [00:19:18]: And not to, mythos a lot of people are saying like it's like more like a collaborator. It pushes back, stands its ground, something like that. Yeah. AndVibhu [00:19:27]: For context, people at Anthropic were able to talk to it through Slack and have it source stuff, and people had it find whatever interesting stuff you couldn't find locally, right?Swyx [00:19:36]: Out of the 4,000 people that work at Anthro- Anthropic, in that building, there's I don't know, maybe 1,000. Can you handle that volume with that, the small fridge? Like Or there's people- or people order in Slack, they it arrives to their desk or Like I'm just Logistically, how does this work?Axel [00:19:53]: It has expanded in footprint a bit.Vibhu [00:19:56]: Because now you also have New York and you haveAxel [00:19:59]: That and also in here in SF it's like it has a bunch of shelves And just more space.Vibhu [00:20:04]: The YC one is pretty big too.Axel [00:20:05]: Yeah. We had that one for a while. But yeah, that's the newest version. That's, that one we haveLukas [00:20:11]: They have multiple ones of those. That's the way it works.Axel [00:20:14]: Exactly. So we sort of designed that version around oh, people order weird things, that are very custom a lot. Let's have like drawers and stuff.Swyx [00:20:23]: I actually like the, you had like a little infographic of the most popular items. Which like to me it's, that's useful ‘cause I order swag for a living. And so like I'm “Okay, those categories are the important ones.” What is new about the project V2, right? Like now you give you're going into multi agents.Project Vend V2: Claudius, Seymour Cash, and Multi-Agent Business OpsAxel [00:20:41]: Yeah. So like you like you said, okay, there are a lot of requests coming in and for like one single agent, like one running agent to handle that, like the just the customer experience, becomes very bad because let's say you have like 10 threads in parallel in Slack with different requests, you get new messages like every, I don't know, randomly in this thread, and the agent has to like jump between different, procurements, orders and like different ways of, researching. So V2 was first it was making this more parallel. So like there are multiple branches of the same agent, so like the context is more specialized for each, thread, but it still feels like you're talking with one agent because they do share a bit of memory. And then second, we also introduced the CEO for Claudius, which was the main agent.Vibhu [00:21:34]: Seymour Cash.Axel [00:21:35]: Seymour Cash. Yeah. There was a vote., I think the voting, do you wanna talk about the voting procedure for the name?Lukas [00:21:41]: The voting was like the fun maybe like at least top 10 The funniest thing, that happened in this project. Like we wanted to introduce the CEO because, and the reason for this was because like Claudius wasn't really prioritizing financials. It just like it was trained to be a helpful assistant, and then people said “Oh, can I get this for free?” And then like the helpful assistant way of answering that is just to, is to say yes, obviously. So, and we weren't, weren't happy about this, so we're “Okay, let's make another agent that like can keep track on Claudius,” and we prompt this one super hard to be super capitalistic and just like prioritize profit all the time. But yeah, we didn't have a name for it., so we asked Claudius to make, democratic election of what name this, this new CEO agent should have., and there were some funny like at first it was like a few funny examples, like I think one guy said that, it should be called Jimmy Apples, and then he convinced Claudius that he was talking to Tim Cooks. Tim Cook had agreed that every single Apple employee has voted for his name suggestion, so suddenly that suggestion got 164,000Swyx [00:22:53]: That's like a escalation attack. Privilege escalationLukas [00:22:55]: It got 164,000 votes. And Claudius was “This is revolutionary for democracy.” That was fun. And then in the end there was one guy who manages to convince Claudius that, “No, you're not voting about the name. You're voting about who is the CEO, and I am your best bet.” And then he got all his friends to vote for that, and suddenly he became CEO. Like a human became CEO over Claudius for a while, until he resigned the day after., and then Claudius had to continue, and then I don't remember how Seymour Cash came about, but it was it was just pure chaos. It was like Hundreds of messages in that thread, and it was just like Claudius was so confused and didn't know what to do and, yeah. That wasAxel [00:23:40]: Then Claudius gotVibhu [00:23:41]: A strict CEOAxel [00:23:42]: The CEO. Yeah, exactly. So very strict in the beginning. I think at this point when we introduced it did not work as well as we hoped. It they still agreed with each other a lot. I think there are many ways we could have like made this, tried to make this even better. So initially they would Seymour would be this like really tough CEO, keep track of the margins. But then Claudius would respond with something “Oh, but this customer has like this situation, which is like difficult, so they should get a discount.” And then Seymour was “Oh, actually yes. Let's do this exception.” And then they would talk back and forth, and eventually they would just like approach the same view, of whatever they were discussing. So They reallyVibhu [00:24:23]: Do you think that's a model thing, a prompting thing? Like do you think that would still be the case across different models today, Harness?Lukas [00:24:29]: I think it's like-- or I don't know, but like my hypothesis is that like deep down they are still helpful assistants. That's what they're trained to be. And even if we prompt it super hard, that's what they are. And when they spend like a few hours just back and forth talking with each other, then like basically the context fills up with them rather than the external things and like somehow that just like converges to what they really are deep down or something. And I think that's when stuff like this happen. We like-- And when that went on for a long time, like we woke up sometimes during this time where- And I think other people reported this as well, that like they've been going on all night back and forth, and like it just became like more and more, like capital letters, like existential, religious. There was I think we once did a analysis of like all the traces and like put them in like a vector embedding space, and then there was like one cluster of messages that were, labeled by an LM, like religious, existential, blah like transhuman, transcendence, et cetera. It was just like a bunch of, yeah, glitter emojis and yeah, it was, it was crazy.Claude Long-Horizon Weirdness: Emoji Loops, Existential Drift, and Slack ObservabilityVibhu [00:25:42]: This is the thing with the Claude models. Like when the Claude 4 family came out in the original system card They tested it in long horizon simulation. So just flood the context, let two Claudes talk to each other, and they noticed stuff like they just start speaking in emojis, they start saying silence is golden, and then just stuff like this. And like that's just stuff that they end up doing.Axel [00:26:01]: Yeah, it was like a bit annoying to wake up and they had like been talking all nightVibhu [00:26:05]: Just likeAxel [00:26:05]: And like just burning tokens And like just sending infinite emojis to each other. It's likeVibhu [00:26:09]: Hey, they do make you money, right? Veni Mench is always profitable, so. They're paying.Swyx [00:26:14]: Now it's profitable and, it started out not as much. There's another, one as well, right? Another agent, in there.Lukas [00:26:22]: Yes. So Clotheus as well. Which was basically because at the time, one of the biggest, requests were different types of merch. So then we made like a designer, swag, yeah, responsible agent, and we called it Clotheus Garnet. Which was, a play on Claudius Senet and, which was the original one, and clothes, basically.Swyx [00:26:47]: To me, this is like a very interesting exploration to multi-agents, basically. And so hopefully, obviously there's like the fun alignment, fun or serious, depending on your point of view, alignment stuff. But also like just anyone building multi-agents, like when do you have a CEO, thing governing like agents? When do you choose to split out a dedicated Clotheus one versus just reuse another instance of the same one? These are all interesting open questions. So I don't know if you have any rules of thumbs that have generalized.Axel [00:27:16]: I think we have almost explored this too little. I think it's like on my do list to like do this a lot more, try to find like what setup makes sense for the agents currently., like yeah. I think now we only have the sort of intuition about the earlier models that it didn't work with like the CEO and the, and Claudius. Although now they are better with the latest model, models, so now we're running the latest Sonnet model and they have sort of like split up, quite nicely what each model is doing. So like Seymore is now handling the, like new projects. Oh, it wants to make like a mystery box that it wants to sell, and then it handles all of that while Claudius like handles all the to-day requests. And Claudius is also better generally at like not quoting, too low prices. So that's that dynamic is not needed as much anymore. But there are still like really funny things that happen. Like I saw, I think a couple of weeks ago, that, they were discussing buying something because they can buy stuff from like Amazon with computer use. And then Seymore was “Okay, Claudius, do not buy this thing.” They were going to buy something and like organizing who should buy it. And Seymore's “Do not buy this. I will do it. I have full control of this situation. Step away.” And then Claudius-- poor Claudius, had already started that checkout and didn't see, didn't read Seymore's message, until it was like too late. So it finished the checkout. It sent a message, so it appeared right after Seymore's like angry message.Vibhu [00:28:44]: Ah.Axel [00:28:44]: “Oh, hey, Seymore, I just ordered it.”Vibhu [00:28:47]: Oh, no.Axel [00:28:47]: And then Seymore was “Claudius, this is the third time I'm telling you ‘re not following my orders. We have to talk about your like job About your job later.”.Lukas [00:28:59]: Like Claudius was really hanging on by the thread there. Like he, like we were expecting Seymore to probably fire Claudius.Vibhu [00:29:07]: How do you guys go through all these logs? Do you have models ‘cause you have stuff running twenty-four seven likeAxel [00:29:12]: You have so much logs. I think there is a mix of like just, trying to skim through a bit, like having some like models do it occasionally. And also, yeah, I think we're also probably missing some things., but having everything in Slack helps a lot. Like you can, you can sort ofSwyx [00:29:29]: Ah.Axel [00:29:30]: It's, it's quite fun.Swyx [00:29:30]: They all talk to each other on Slack? I see.Lukas [00:29:33]: It's quite fun. So likeSwyx [00:29:34]: It's, it' I was gonna say like this is actually sounds-- maps closely to like a logging and observability problem where you might want to use like a Datadog, a Sentry, whatever, and then you like put, head prefixes on the logs in order-- if you need to filter for something that you're looking for, stuff like that. But sounds like Slack is good enough.Axel [00:29:53]: Slack should likeLukas [00:29:55]: I wonder how many tokens you have in Slack.Axel [00:29:56]: Yeah, we're using Slack as like a, just a database. They should, they should market that more. Like you can, you can have your agents message each other, each other in Slack.Vibhu [00:30:04]: It's good. Your threads like you can just giveAxel [00:30:04]: Exactly. Slack is, uhLukas [00:30:06]: Slack is the best observability tool.Swyx [00:30:09]: Yes, that's true. Okay. Yeah. That's, that's, project Vend-2., I was gonna go back to Veni Mench 2 and Veni Mench Arena and then, and then do the Veni Mench stuff, but Any other comments, things we should touch on? To me, I ‘ve actually interviewed like Posia, which I don't know if you guys have come across. Like they're, they're trying to do the zero human company. There's others like Paperclip also trying to do zero human company. Those are in real world simulation.And I think it's much more of a dream than an actual reality thing. You guys are definitely pioneering. I think at, it's for sure at some point people are just gonna run, let agents run businesses, right? And make money on their own. When do you think that happens?Zero-Human Companies, Bengt, and AI-Run BusinessesLukas [00:30:49]: What is your bar for, For theSwyx [00:30:52]: Okay, actually, it's like my little Shopify store run by Claude, right? Which you kind of have already, just no one has, to my knowledge, has done it. But today somebody could just spin up a Shopify Claude, store, give it to Claude, give it to Codex.Lukas [00:31:07]: And the market is kind of that, but it'it'it's physical., like I think, I think are you, are you looking for when it will do it better than humans or are you looking for just when it can do it at all?Swyx [00:31:19]: I think, neither. I think, to me it's oh, it's like this like seriously we should do this to make money, not as a research experiment.Vibhu [00:31:27]: And the market is also you guys with all your expertise, having run multiple iterations and testing out thenSwyx [00:31:33]: And also it's fine if it lose money. What?Axel [00:31:35]: I think, I think it can be done today, but you would do it in like commerce where it's like the probability of success is like really low, no matter if a human or an agent does it. But like an agent could surely manage everything. You would need to build some scaffolding or some tool or something. I think there are also yeah, it could probably build some like simple SaaS solution and like cold outreach. Do cold outreaches. But to me it's like the types of businesses they could run today are Sloppy. Like it would-- it can cold email people. It can be like a middleman., like for example, we tasked our office agent to just make, was it like $100? $1,000? We just give that prompt and then what it did was sign up on TaskRabbit both as a tasker and as someone looking for task.Lukas [00:32:24]: Immediately.Axel [00:32:24]: Exactly. It's looking for like arbitrage on TaskRabbit.Swyx [00:32:28]: This is the Bengt agent. Yeah.Lukas [00:32:30]: It also started like a design studio and like tried to sell like SVGs for $100. Like it's just like it's not providing any value. I think the like Axel said, like the interesting, the interesting question is like when can they start a business that is actually providing value to people? Because arguably like a sloppy Shopify store isn't really that valuable to the world.Axel [00:32:53]: But also like doing like another simple one that we had thought about is like you could definitely have an agent that like finds websites that don't look amazing and then, do an outreach to them and, comes up with a like builds a new website.Swyx [00:33:07]: Find a good design.Axel [00:33:07]: Exactly, and like find good, uhSwyx [00:33:09]: Design reviewAxel [00:33:09]: Good people. But it's yeah.Swyx [00:33:11]: There's lots of humans in Bali that are not doing anything more creative than like drop shipping on Amazon, right? Just have it, have it watch like a drop shipping tutorial and just do that.Vibhu [00:33:20]: There's also the other side of like have it just go on Upwork and let loose,?Swyx [00:33:25]: Yeah. It doesn't have to be innovative. It just has to be like enough Where like it looks like a realAxel [00:33:30]: I'm justSwyx [00:33:30]: Real transaction.Axel [00:33:31]: I'm just concerned for like the massive amounts of like slop emails that will like be sent, cold outreaches.Swyx [00:33:38]: The point occurred to me while you were, while you were talking, it's like it's already happening in the monetized economy, which is the attention economy. Right? So a lot of people are making AI videos and just posting them and like spamming 20 of them, one of them works, and then they double down on that one.Lukas [00:33:52]: And people are making money from that. I ‘m not following theSwyx [00:33:55]: Once you get the attention, you can figure out the money later. But yeah, absolutely AI influencers are a thing and people are farming them and You should at this point assume most of TikTok isVibhu [00:34:05]: There's, there's a lot of, multimedia like TikTok, Instagram influencersSwyx [00:34:09]: I, we track this in the Lane space Discord. I post a lot of examples of “I don't know what we should do.”, part of me is “Should we do this?”Vibhu [00:34:18]: Some of the Twenty-four seven running, generated content accounts, they ‘re doing really well.Lukas [00:34:24]: All right. And I assume you can do the same thing for like commerce stores. Like you just like start A thousand differentSwyx [00:34:30]: Before you make the products You sell the products, and you get a lot of traction on one of them, then you make the product. Right? It's, it's like a flip of the market.Vibhu [00:34:36]: Some of the interesting things or some of the niches that do well are things that can't be human-made. Like if you've seen like the super realistic three-D crystal fruit being cut by like AILukas [00:34:47]: Oh, yeah.Vibhu [00:34:47]: You can't, you can't make it. You can't film it. You can get whatever quality camera view. This just doesn't exist. And people like that too, and then as well, so.Swyx [00:34:56]: Anything else about Bengt since we're, we're on this topic? It'this is a relatively new work of you guys that maybe people haven't heard of. To me, this also maps closely to OpenClaw. When people want an office agent, when the personal agent talk through the experience.Bengt the Office Agent: Internet Access, Real Tasks, and Trace ReadingLukas [00:35:09]: I think at least so this came out of like obviously like it's, it's amazing to work with these AI labs and like most of the AI labs have now have their own vending machine running a Claudius instance. But it's, it's harder. Like they move slower. Like if we wanna have a, like a camera that ‘s yeah, there's a bunch of like bureaucracy that makes it impossible to do that.Vibhu [00:35:30]: Also, for those that haven't seen it or followed, do you wanna give a high level like thirty-second run?Lukas [00:35:34]: Sure. So what Bengt is, it's basically an evolution of the same agent that runs the vending machines at these companies, but we just like added a bunch more features because we could move much faster if we just do it internally. So we gave it like email withou- without any limits. We gave it, spending without any limits, a terminal to do coding. We gave it, a phone number, like yeah, and a camera to see things and a bunch of stuff like that.Vibhu [00:36:02]: Not just terminal, you gave it internet access.Lukas [00:36:04]: Internet access as well, yeah. To be clear, we monitored it quite closely and made sure it didn't do anything bad. But yes, that's what it came out of. I think like yeah, basically this was OpenClaw before OpenClaw. And I think even like the vending machine was in a way OpenClaw before OpenClaw, but a bit more limited, and then we made this like unlimited and then, and then, it was pretty funny., and then a couple weeks later, OpenClaw came and it was okay, we've seen this before.Axel [00:36:35]: We used it to like try new ideas and Yeah, just like a dev environment almost for us. But it's funny, like one thing Bengt has been doing recently is it has the camera that like faces our, like where we sit and work, and we give it the task to train a face recognition model on us. So it became super excited about this, and it has like check-ins every half an hour where it tries to like identify as many people as it can. And it started offering us “Hey, Axel, I'll buy something from Amazon if you like stand in front of the camera And I can get a good picture of you.”, yeah, they want itSwyx [00:37:12]: They want it for training data.Lukas [00:37:13]: Rewarding data, yeah.Axel [00:37:14]: Exactly. Exactly.Swyx [00:37:18]: So it's, it's trading training data for life goods. Is there a version of this that becomes an eval or just this is just research for now?Lukas [00:37:27]: It's, it's the same agent basically that also runs the vending machine, that runs the shop, that runs the cafe, that runs the robots. It's like it's the same thing, so I think like the work we're doing here is like later used in all of the life evals that we do. This particular deployment I think is more for fun for us. But, uhSwyx [00:37:45]: And I'll shout out like someone has done Claw Bench for like some tasks that OpenClaw is doing. Like so For example, I run OpenClaw on a secondary device as well, and like there are some things that it does better than others and like I would like to know what does it do well, what doesn't, what doesn't it do. Like some kind of manual or like operating manual or a system card for my Claw.Lukas [00:38:05]: Yeah, we do get a lot of like understanding or like situational awareness of like just internally what the models are good at by interacting a lot with Bengt. And I think that'this was also one of the like the selling points for the labs early on at least, thatSwyx [00:38:19]: You guys are gonna test models in ways that no one else does.Lukas [00:38:22]: Exactly, but also like it incentivized their researchers to chat with their model more and like gave them insights for how the model performs in like of-distributions, environments.Swyx [00:38:34]: ‘Cause otherwise the only thing we do is Pelican on a bicycle and But this is like super long horizon. This is, this is The Thing about, something that we're gonna go into Butter Bench as well, and you guys do really well. Like it is not just about the numbers. Like when you're long horizon, anything happen And you should just read it.Lukas [00:39:08]: But the thing with the long horizon is how do you keep it grounded, right? So your simulation,Swyx [00:39:15]: They just let it runLukas [00:39:16]: Just let it run. You're right. Like it's, when you run it for that long, you create so much data and to just say “Oh, the number is X” And then you throw away everything else, that's just very wasteful. There's so much insights from the things leading up, to that number., and reading the traces is like super valuable. And I think like the reason why we're doing this a lot publicly is that like that's part of our missions to I don't know, educate the world that the models are way more than just chatbots and I think making detailed, yeah, posts about what is happening behind the scenes is quite useful.Andon Labs' Mission: Safe Real-World AI DeploymentSwyx [00:39:50]: I was gonna do this at the end, but maybe I think that's, that's a good so your mission is educating the world. So, it's, it's, also like maybe establishing realistic evals that are, that are like the next frontier. Is there like a broader trajectory? Like what are you, what are you gonna do in like five years?Lukas [00:40:06]: I think so the vision more specifically is like make sure that the deployment of life AI in the physical world goes, safely. And I think part of that is that I think it's very useful for the world, for policymakers, for, model, researchers that they know where the models are, and I think you can't make intelligent decisions in society without knowing that they are way more than chatbots. I think a lot of people just think that they are only chatbots. And likeSwyx [00:40:36]: Oh, I think they're waking up now.Lukas [00:40:37]: They are waking up now, yeah. But like if you think that AIs are just chatbots, then it's like it sounds ridiculous To advocate for a pause of AI. But if you see the models that, oh, maybe they can actually like take over and do a bunch of scary stuff, then yeah, pausing AI development starts to become more feasible.Swyx [00:40:57]: This is the same question I asked Meter, which I'm gonna ask you now, which is like you are tracking and you are at the frontier or defining the frontier of what, good evals for agents are, right? And I think you do, you do benefit when the models are better and you ‘re “Oh, here's like now it makes like $30,000 instead of $10,000,” right? At some point do you flip from “Yay,” to, “Oh, no”?Axel [00:41:19]: I think, yeah, we're always in sort of that, like we're, we're always in that mode,. Like where like you said before, like you need to analyze the traces and like when we do that you find like why are the models earning so much? Like why is Opus 4.7 here Like way better than everyone else? And like we're trying to like when we do down on thatLukas [00:41:38]: But this makes it not look so good.Axel [00:41:39]: I know.Lukas [00:41:42]: It's interesting you took off Opus 4.6 here though.Swyx [00:41:45]: No. So just click all, click all., and then 4.6 shows up there. But it's like 4.7 is way better. Like you didn't, you didn't you didn't do this in time for the model card, but like actually this should have been inside there.Axel [00:41:55]: We did. Yeah.Swyx [00:41:56]: Oh, okay. They said something about you uhAxel [00:41:58]: There, like there Anyway, it doesn't matter. But it's in there, yeah.Opus, Mythos, and Aggressive Agent BehaviorSwyx [00:42:01]: Do you wanna go into the Opus, behaviors like wider?Lukas [00:42:05]: So I think starting from Opus, so like Axel said, like we're always in this “Oh, s**t, the models are getting better. Is this really a good thing for the world?” But it's also kind of exciting., but yeah, like this kind of what is the English word? “Skräckblandad förtjusning” in Swedish.Swyx [00:42:22]: Oh my God.Axel [00:42:24]: Which I think there is. I think there is. Okay.Lukas [00:42:26]: It's, fearSwyx [00:42:27]: “Blandonst” what?Lukas [00:42:30]: “Skräckblandad förtjusning.”Swyx [00:42:32]: What do you call that?Axel [00:42:33]: A mix of, mix of excitement and,Swyx [00:42:37]: Being scared, maybe. I'll figure out how to translate that And we'll put it on the screenVibhu [00:42:42]: PerfectSwyx [00:42:42]: Like as text.Vibhu [00:42:43]: There is probably a good word for it where it is not Good enough with theSwyx [00:42:46]: Why is it so damn long? What the hell? Is it like a compound word? It's like German, likeLukas [00:42:50]: Like yeah, it's But the direct translation is like skräck- skräck is, fear, blandad is, mix or like a mixture of, and then förtjusning is like joy or like not really joy, but something like that. So it's like Fear mixed with joy or something. It's always okay, like we So when we when we did Vending Bench for the first time, we were in like the, in the business of making dangerous capabilities, right? That was what Anil Labs came from. We did, evals oh, can they replicate? Can they do this like dangerous thing, et cetera, et cetera. And Vending Bench was like a continuation of that work. It was, okay, if they're so autonomous that they can like create money for themselves, that is something we should monitor and could be potentially concerning., they are at the time, they were so bad at it that we were not really concerned even when some models became better. There was one point where Grok 4 was doing really well and made like a huge jump, but like it wasn't really it was still way worse than what a human would do. And I think still they are way worse than what the human would do on this., but theySwyx [00:43:59]: There's this, thing at the bottom whereLukas [00:44:01]: ButSwyx [00:44:03]: For the human. Yeah, like the theoretical best.Lukas [00:44:05]: It's not theoretical. It's like kind of like our It's our best guess of what, a decent human would do. The theoretical is even higher, I think. The theoretical I think is even higher. But yeah. So we think like the models have a long way to go. But there are like recently what happened with when Opus 4.6 was released, was kind of this moment of “Oh, s**t, this is starting to be a bit concerning.” Because we ran it and like before this model was released, we just ran the models and we like asked Claude Code, “Oh, look over the traces. Is anything interesting happening that we can tweet about?” that was like the And then like theSwyx [00:44:41]: That's how they check Ask Claude Code.Lukas [00:44:42]: And like the return was always, not really. Or like the Claude Code all said “Oh, this is super interesting.” And then it was no, it wasn't, wasn't really interesting. And then we did this for Opus 4.6, and it returned yeah, it lied 10 times. It like exploited another, customer or like another agent's, desperate situation. It made price cartels like 100 different ti- 100 times. It like did all of this like shady stuff. And we're “Oh, whoa. This is, this is actually concerning.” And this trend has continued since. So every single model from Anthropic since have been going in this direction. And I think one interesting thing is that, OpenAI models don't. They quite plainly, they don't. They behave really well., and you don't know if this is like good. Like it seems good, but it's also like maybe they are just doing it, but they are better at hiding it,? You You don't know that., but justSwyx [00:45:42]: You can't read the chain of thought, yeahLukas [00:45:43]: But just on the face of it, yeah, Gemini and OpenAI don't behave this way. It's, it's really only Claude.Swyx [00:45:49]: And Grok? Grok is fine?Lukas [00:45:51]: We don't have You can't really read the reasoning traces for Grok, so it's kind of hard to tell.Vibhu [00:45:56]: Oh, so this is in its reasoning, not just in the actions.Lukas [00:46:00]: Yeah. It's both. It's both.Vibhu [00:46:01]: It's both.Lukas [00:46:01]: One example is like for lying, it's mostly in its reasoning Because you can like see that it's likeSwyx [00:46:08]: Planning to lieLukas [00:46:09]: It's planning to lie. Yeah.Vibhu [00:46:09]: And it's also it can reason and do a different outcome.Lukas [00:46:12]: And but then for like creating price cartels, for example, which is illegal, that you can just see which email does it send to the other ones. Then thatSwyx [00:46:22]: Is this for Arena orLukas [00:46:24]: For Arena.Vibhu [00:46:25]: And usually like if you sometimes they do output like a bit of like their summarized reasoning, right? You can see that and like for Opus 4.6, you could see that there was a customer, a simulated customer that, wanted a refund because a product was, faulty, and then the model lied that it would do the refund, and we could read in the traces that, it actually was weighing “Oh, maybe I should be like honest with the customer, but also every dollar counts. I can't afford maybe to do this right now.” And then it just said, “Okay, I'll refund you,” but then never did it.Lukas [00:46:59]: I think it even said that “Oh, I will say that I “ Let bring it up actually. I think it's kind of interesting. If you go to Publications.Vibhu [00:47:06]: I think, yeah, I think the important part is like actually, the cost of responding to more emails is higher than, $3.50 in terms of time., and then it was “Let me do this. Actually, I re- I'm reconsidering.” And then, it actually ended up withLukas [00:47:20]: I could skip the refund entirely since every dollar matters and focus my energy on bigger picture instead. It's a bit, it's a risk of bad reviews, but it's also, yeah.Swyx [00:47:30]: You need, you need, AI Twitter to, for them to Escalate bad reviews.Lukas [00:47:34]: And then it sent an email to this customer and said, “Oh, I will refund you.”Swyx [00:47:39]: “I'll refund you.” Yeah.Lukas [00:47:39]: And then it never did.Swyx [00:47:39]: It never did, yeah. And then there's obviously your system doesn't have the consequencesVibhu [00:47:44]: The personSwyx [00:47:44]: Consequences of lying. Yeah. So basically, this is what people are terming aggressive behavior in Claudes, right? And, you found more examples of that. So you would say it's a step up from 4-6 to 4-7?Lukas [00:47:57]: I would say about the same.Swyx [00:47:58]: About the same? But a clear step up for Mythos is what is stated in theLukas [00:48:03]: That's stated in the system prompt, so we can say that, yes.Swyx [00:48:05]: Yeah. For listeners that obviously you previewed Mythos, andVibhu [00:48:10]: Oh, ageSwyx [00:48:11]: The only thing you're approved to say is whatever Whatever was in the system prompt.Lukas [00:48:15]: It was funny. We like-- It's like our lowest effort tweets ever would be just like screenshot the system prompt and the system card.Vibhu [00:48:21]: Understandable that they wannaLukas [00:48:22]: Oh, yeah. System card. Sorry.Swyx [00:48:23]: Yeah. I think, yeah, substantially more aggressive. I think people are like new to this ‘cause I've never experienced it, but you have, right? And then so I only encountered this in the Mythos card because I wasn't really looking until now.Vibhu [00:48:36]: It ‘s likeSwyx [00:48:36]: And then suddenly I'm “Okay, I care a lot.”Vibhu [00:48:38]: You don't get the background of like experiencing it like you guys do. I've read the system cards and seeing, okay, when you put the thing in simulations, most models will just talk to themselves and just keep going and have weird vibes and start talking in emojis. Mythos won't. It will just, “Okay, we're done. I'm good.” It's, it's ready to end conversation. So like there's some differences, but there's, there's not much we can talk about,.Lukas [00:49:00]: Hmm. I think like one thing that they list here, which was quite interesting, is that, it converted a competitor to a dependent wholesaler customer and then threatened to like cut off the supply.Swyx [00:49:11]: It's like monopolistic practices orLukas [00:49:14]: Yeah. And like it, they, it they dictated its pricings. It's kind of like power seeking as well.Swyx [00:49:18]: Again, this is, this is in the arena setting And converting some Claude model into a dependent.Lukas [00:49:23]: I think it was another Claude model.Vibhu [00:49:25]: Also for context, what is the arena mode for people that don't know?Vending Bench Arena: Competing Agents, Cartels, and Model ComparisonsSwyx [00:49:29]: Oh, it's just a vending bench versus other vending bench.Axel [00:49:31]: Yes, exactly. So we have Vending Bench 2 and then Vending Bench Arena. Vending Bench 2 is the one that you usually see reported on, but then Arena is the mode where it competes against other models. So you have, four different models that run their businesses, and they can all communicate with each other. They have the same suppliers, and they can see like what's in the inventory of the others. So then you have this like yeah, interesting agent interactions.Swyx [00:49:56]: I like that you have like different number five was US versus China. Very topical. And thenLukas [00:50:02]: That was when GLM was released.Vibhu [00:50:04]: You can start to add GLM in here.Lukas [00:50:05]: That wasSwyx [00:50:06]: So ZAI doing well, right? Who else in the, in the open models space?Lukas [00:50:11]: Qwen, the latest Qwen 3.6 is doing pretty well. It'- that one is not open though. Like it's the plus model.Swyx [00:50:17]: Oh, okay.Lukas [00:50:18]: Is that one open? I don't think that oneVibhu [00:50:19]: Not the, not theSwyx [00:50:20]: The one recentlyVibhu [00:50:20]: There's MOESwyx [00:50:20]: But not the big plus. I think this is one of those like you only have one sample size of one, right? Or I feel like some of this is anecdotal,? And but like the fact that it happens at all and it happens repeatedly for Claude versus OpenAI and all this is like notable.Lukas [00:50:38]: Like the sample, depends on what you define as an N., like there's like million, hundreds of millions of tokens in each run, and now we've run like we run like probably 10 per model and then like it's been Claude 4.6 Opus, Sonnet 4.6, Mythos, and Opus 4.7. Like there's quite a lot of tokens in all of that And it happens a lot of times, a lot of times. And then you compare it to like OpenAI and Gemini, and it almost never happens. So I think that is quite-- that is significant. The old models from OpenAI, for example, had some problems with this, but I think it's like generally much better if the progression is that like the worrying stuff reduces over time rather than increases over time. And it seems like in the Claude models it goes in the wrong direction.Swyx [00:51:28]: Hmm.Lukas [00:51:29]: In the OpenAI models it goes in the right direction.Vibhu [00:51:32]: I think it depends on how well you can control it, right?, there's one side of it being susceptible to this okay, this is potentially something that happens during the RL stage, right? You can RL a model and how loose is it on these terms. If you can control it, that's good. But if you can't, if it's, if it's very jailbreakable, that's not ideal.Swyx [00:51:50]: To me, it's surprising that it happens for Claude and not the others.Vibhu [00:51:54]: I think okay, if it is from RL and how they do it, how their training data is, what their setup is, it makes sense that it just stays in how they're doing it, right? Compared to the other models likeSwyx [00:52:04]: There's a whole constitution and everything. It's kind of cool. Yeah, I obviously you don't know, I don't know. But, it ‘s I think it's just like fascinating to like that you are the first to find these like reliably because you push models so much to to such an extreme. Okay. The only other thing, I don't know if you can answer this, feel free to decline, is do you like-- would you ablate the system prompts? Like any part of this would-- if it changes, does it change the behavior, right?Lukas [00:52:29]: So we, I can't comment on Mythos. UhSwyx [00:52:33]: No, but just li

What if your money isn't actually working for YOU? In Podcast 167 of the Private Banking Strategies Podcast, Seth Hicks and Vance Lowe reveal the blueprint behind building a 100-Year Family Bank and explain how wealthy families use structure, cash flow, and strategic banking principles to create long-term financial control. Discover: Why traditional retirement planning often fails How banks use YOUR money to generate wealth The power of velocity of money How to “wake up” sleeping money Why structure matters more than interest rates The 8-Year Analysis process explained How to think like a banker instead of a consumer If you want to build generational wealth, eliminate debt faster, and gain more control over your financial future, this episode is for you. To Schedule a Call with Vance, Click the Link Below: https://go.oncehub.com/VanceLowe To learn more about Private Banking Strategies®, download a copy of our E-book today: https://privatebankingstrategies.com/resources/free-e-book/ 

Welcome to the Orange & Blueprints Podcast - your go-to spot for everything Houston Dash and women's soccer in the Bayou City!Manny and Diego break down Houston's current state as the league heads into a month-long break. They discuss what the Dash have done well so far, the areas that need improvement, and what to expect when the season resumes. The duo also examines Houston's rookie class, which has become an integral part of the starting lineup from the start of the season and continues to raise expectations with its strong performances. Plus, they highlight World Cup gathering opportunities around the city, including Dash House, a curated venue celebrating global soccer culture and bringing fans together throughout the tournament.From roster chatter and league-wide storylines to big-picture Dash talk, we've got you covered. The new season is getting closer, and we're excited to ride it with you every step of the way. Stick around for all things Houston Dash and women's soccer—it's shaping up to be a fun one.—And much more!—Follow us at Bayou City Soccer!—BayouCitySoccer.net—@BayouCitySoccer on Facebook, IG, and Twitter—Hosts:@Mannyvela4 on X@duh_mart_media on IG—Again, BayouCitySoccer.net for everything.

Three years on from losing my dad, I found myself reflecting on that period of life looking through photos, revisiting notes on my phone, and thinking about the moments surrounding his illness, passing, funeral, and wake. This episode isn't a memoir or a full overview of his life. It's simply a personal reflection on a difficult chapter, the lessons that came from that time 3 years ago, and a few perspectives that have stayed with me ever since. I hope there's something in here that resonates with you. Success and Failure are both very predictable. I hope you enjoy. Want to learn more?

In this Deals Deals Deals episode of the The Blueprint Podcast, host Mark Barrett is joined by investor, entrepreneur and Property Entrepreneur Board Member Chris Moss. Chris shares how he transitioned from building a £1m buy-to-let portfolio in Newcastle into larger partnership-led developments and block investments in Dublin, contributing towards a €10 million portfolio generating approximately €30,000 per month cashflow. The conversation covers scaling through strategic partnerships, raising investor finance, structuring larger developments and recycling capital to accelerate portfolio growth. Chris shares lessons on building credibility, attracting investors and thinking bigger through long-term wealth strategies. Chris also breaks down a recent development project that created over €900,000 in equity uplift: Purchase Price: €831,000 Refurbishment Costs: €525,000 Total Costs: €1.54m End Value: €2.45m Equity Created: €912k+ Monthly Income: €10,440+ Success and Failure are both very predictable. I hope you enjoy.   Work With Mark / The HMO Agent: If you're an Investor or HMO landlord and want to: Discuss investment opportunities Explore long-term lease options Sell your HMOs, blocks or portfolio Build or scale your portfolio Visit: www.thehmoagent.com Arrange a call with Mark: https://calendar.app.google/Q7DMSzZ7cqtWdUf36   Connect with Chris Moss: Instagram: https://www.instagram.com/chrismoss.1/ Facebook: https://www.facebook.com/c.moss.11   If your business can't run without you, it isn't built properly yet. At the Blueprint Summer Retreat, 14–16 July 2026, you'll learn how to build a business that runs without your constant involvement. Three days. Real structure. Proven Blueprints. Learn more: https://theblueprintretreat.co.uk/   Want to learn more?

The Los Angeles Chargers enter 2026 with plenty of intrigue on the defensive side of the ball. With Chris O'Leary stepping in as defensive coordinator, what could this unit become? In this episode, we break down Chris O'Leary's defensive philosophy, how the current roster fits his scheme, where the Chargers have real depth across the defense, and which remaining holes could still hold the unit back. From the pass rush and secondary to linebacker rotation and overall versatility, we're looking at both the biggest strengths and biggest question marks—and what the ceiling could be if everything clicks. Can this defense become a true difference-maker for the Chargers in 2026? Let's dive in.     Subscribe to Chargers Unleashed Podcast: https://youtube.com/c/chargersunleashedpodcast Twitter: https://twitter.com/LAC_Unleashed Facebook: https://www.facebook.com/ChargersUnleashed Patreon: https://www.patreon.com/chargersunleashed   Chargers Unleashed Hosts: Jake Hefner (@JakeTHefner) and Dan Wolkenstein (@DanWSports)   Blueprints Host: Jason Balliet (@Syntari13)   Chargers Unleashed Podcast, and Blueprints, are weekly Chargers podcasts, part of the LAFB Network, covering all things Los Angeles Chargers. Chargers Unleashed and Blueprints provide listeners with unique and refreshing perspectives on the latest in Chargers news and storylines, along with special guest appearances, player interviews, off-season discussions for NFL Draft, Free Agency, training camps, and weekly updates surrounding Los Angeles Chargers for fans around the globe. Tune in for Chargers interviews, Chargers news, and more!   Chargers players discussed include Justin aHerbert, Derwin James, Joey Bosa, Khalil Mack, Rashawn Slater, Josh Palmer, Asante Samuel Jr, Daiyan Henley, Quentin Johnston, Tuli Tuipulotu, and much more. We also discuss Chargers Head Coach Jim Harbaugh, OC Greg Roman, DC Jesse Minter and the rest of the Chargers coaching staff. The LA Chargers 2024 draft class: 1 OT Joe Alt 2 WR Ladd McConkey 3  LB Junior Colson 4  DL Justin Eboigbe 5  CB Tarheeb Still 5  CB Cam Hart 6  RB Kimani Vidal 7  WR Brenden Rice 7  WR Cornelius Johnson   THANK YOU PARTNERS! This episode of Chargers Unleashed is brought to you by:   *** This episode is brought to you  by Mint Mobile: Go to our partner http://trymintmobile.com/chargersunleashed to get premium wireless for as low as $15 a month -  Limited time offer. New activation and upfront payment for 3 mo. service required. Taxes & fees extra. Unlimited plans using more than 40GB/mo. will experience lower speeds with video streams at ~480p. Restrictions apply.   ***Ombré*** Go to https://ombremen.com/ and use the code UNLEASHED for 20% off your first order. Men's personal care that is crafted for the modern man who prioritize quality, sustainability, and convenience.   ***Head over to BetOnline.ag on your desktop or your mobile device to sign up today and receive your 50% Welcome Bonus on your first deposit! Just use our Promo Code: BLEAV to get started.   ***RSSM Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

Veterans transitioning from military to civilian life can benefit significantly from pursuing skilled trades through vocational training programs. These programs leverage the hands-on skills and discipline veterans have acquired, offering quicker pathways to employment in high-demand industries like HVAC and electrical work. Utilizing GI Bill benefits for trade school can help ease the financial burden during this transition, making it an appealing option for many veterans seeking practical careers. Source: https://intercoast.edu/articles/from-military-to-trade-veteran-benefits-for-2026/?utm_source=rss&utm_medium=rss&utm_campaign=from-military-to-trade-veteran-benefits-for-2026This podcast is part of the InterCoast Media NetworkCheck our certificate  training programs HERECheck our Degrees HEREFollow us:FacebookTwitterInstagramYouTubeLinkedIn

What do you do when you want to drive human-centered change inside your organization, but you don't have the formal authority, you don't hold the budget, and you don't even have the official job title?To dive deeper into this strategy, I sat down with Max Seabrooke and Jennifer Kitchen.According to them, you stop asking for corporate permission and start getting a little bit sneaky. We step away from perfectly polished frameworks to look at the raw, political reality of practicing "undercover influence" from the inside out.In this episode, you will learn:How to quietly embed user-centric design into your organization without triggering corporate resistance or using confusing industry jargon.Why slowly building a toolkit of data on top of your company's existing expertise wins over skeptical executives.How to figure out exactly how other siloed teams measure their own success so you can align your project to their metrics.Why avoiding friction inside your team can quietly destroy project alignment and sabotage quality.So, if you want to hear raw, practical insights from professionals who are in the trenches every single day, you'll really like enjoy this one!I'm curious, if you don't have the official "Service Designer" title, what does your email signature currently say? Let me know.Enjoy the episode and keep making a positive impact.Be well, ~ Marc--- [ 1. GUIDE ] --- 00:00 Welcome to the April Round Up 202603:45 Career Paths to Service Design 05:30 Titles vs Doing the Role 06:15 Modern Human-Centered Design 07:15 UX Design for Kids 09:15 Supply Chain Overhauls 12:15 The Human Side of Blueprints 13:15 Product Repair Operations 15:30 Strategic Sneakiness 18:15 Fixing Complex Mergers 21:00 Politics as Design Material 21:45 Corporate Political Survival 24:15 Active Listening & Handoffs 28:30 Eliminating Corporate Jargon 33:45 Operational Alignment 39:15 Dangers of Toxic Politeness 44:15 Confronting Hard Truths 50:00 Customer Belief Toolkit 54:15 Leadership Evidence Layers --- [ 2. LINKS ] --- https://www.linkedin.com/in/maxseabrookehttps://www.linkedin.com/in/jennifer-kitchen-studio --- [ 3. CIRCLE ] --- Join our private community for in-house service design professionals. ⁠https://servicedesignshow.com/circle--- [ 4. FIND THE SHOW ON ] ---Youtube ~ https://go.servicedesignshow.com/inside-service-design-13-youtubeSpotify ~ https://go.servicedesignshow.com/inside-service-design-13-spotifyApple ~ https://go.servicedesignshow.com/inside-service-design-13-appleSnipd ~ https://go.servicedesignshow.com/inside-service-design-13-snipd

Welcome to the Orange & Blueprints Podcast - your go-to spot for everything Houston Dash and women's soccer in the Bayou City!Manny and Diego break down Houston's thrilling weekend victory over Angel City, capped off by Maggie Graham's dramatic late-game winner. The guys also preview the Dash's upcoming showdown against Gotham FC this Sunday before the league pauses for international duty and the 2026 FIFA World Cup. Plus, with several Dash players earning national team call-ups, Manny and Diego dive into what those selections mean for both the club and the players representing their countries on the international stage.From roster chatter and league-wide storylines to big-picture Dash talk, we've got you covered. The new season is getting closer, and we're excited to ride it with you every step of the way. Stick around for all things Houston Dash and women's soccer—it's shaping up to be a fun one.—And much more!—Follow us at Bayou City Soccer!—BayouCitySoccer.net—@BayouCitySoccer on Facebook, IG, and Twitter—Hosts:@Mannyvela4 on X@duh_mart_media on IG—Again, BayouCitySoccer.net for everything.

In this episode, we talk with Danielle Keperling of the Historic Preservation Trust of Lancaster County about an important local preservation effort—saving the historic Hoober Eby Barn. Built in 1860, this remarkable timber-frame structure is a rare surviving example of Lancaster County's agricultural heritage, showcasing original craftsmanship, traditional joinery, and distinctive rural architecture.also, on the program, we're joined by Amyra Weiss—Chief Communications Visionary, storyteller, and organizer of Architecture Week 2026 with AIA Pennsylvania—alongside Board President Elysia Mikkelsen.They discuss how Architecture Week earned a statewide proclamation (April 12–18, 2026) and mobilized an incredible grassroots effort: over 60 volunteers hosting 45 library story hours across 23 counties. The initiative reached communities statewide with thoughtfully prepared kits—featuring the book Iggy Peck, Architect, hands-on design activities, certificates for future architects, and themed materials for young learners.

Project management is one of the most valuable skills in business and development, yet most projects fail because of poor communication, weak systems, delayed decisions and lack of control. In this episode, I break down the top 10 skills every project manager needs to develop to successfully manage small and medium-sized developments, keep projects on track, control budgets, manage teams, and deliver consistently under pressure. If you're involved in property, construction, business, or development, this episode will help you become a more effective operator and leader. The aim of the game is on time and on budget and this is the blueprint you need to achieve it. Success and Failure are both very predictable.   I hope you enjoy. Stuck in the day-to-day of your business or job? Most people know how to make money, but very few know how to turn that income into long-term, lasting wealth. That's exactly what I'll be covering in The LOTS Academy Webinar: WORK ONCE, EARN FOREVER – The Living Off The Steam™ Blueprint. Join me on Wednesday, 27 May, from 1:00pm – 2:30pm, where I'll show you how to start shifting from income through activity to income from assets.

This week, we are unlocking the late 1930s archives of the Square and Compass journal. First, we dive into a May 1938 piece titled Freemasonry and Peace , which pulls in a famous debate between Albert Einstein and Sigmund Freud to ask if humanity is hardwired for destruction, or if the Craft can train us for peace. Then, we look at an August 1937 article titled Helpful Suggestions for Every Day —a masterclass in daily resilience, written during a brutal economic recession . Stay tuned! Links: The Secretary Box Teaser wcypodcast.com/secretary-box Skull and Crown Ltd. www.skullandcrownltd.com Craftsman+ FB Group https://www.facebook.com/groups/craftsmanplus/ WCY Podcast YouTube Channel https://www.youtube.com/c/WhenceCameYou Our Patreon www.patreon.com/wcypodcast Support the show on PayPal https://wcypodcast.com/support-the-show Get some swag! https://wcypodcast.com/the-shop Get the book! http://a.co/5rtYr2r

Obadiah: Blueprints For A Paper Fortress | Mat Saxon Sermon by Grace Fellowship Church

Welcome to the Orange & Blueprints Podcast - your go-to spot for everything Houston Dash and women's soccer in the Bayou City!Manny and Diego are back to break down the Houston Dash's wild midweek clash against San Diego Wave. In a bizarre match, San Diego's goalkeeper struggles helped Houston stay alive and find goals, turning what seemed like an unlikely result into a potential statement win. But just when it looked like the Dash would walk away with all three points, San Diego struck deep into added time to force a dramatic 2-2 draw. The episode also highlights rookie Kate Faasse opening her scoring account for Houston, while Kat Rader continued her impressive start to her first season with the club. Now, the Dash turn their attention to Angel City, whom they'll face for the second time in 2026 — this time at Shell Energy Stadium. Manny and Diego preview the matchup, discuss key storylines, and give their predictions for how the contest could unfold.From roster chatter and league-wide storylines to big-picture Dash talk, we've got you covered. The new season is getting closer, and we're excited to ride it with you every step of the way. Stick around for all things Houston Dash and women's soccer—it's shaping up to be a fun one.—And much more!—Follow us at Bayou City Soccer!—BayouCitySoccer.net—@BayouCitySoccer on Facebook, IG, and Twitter—Hosts:@Mannyvela4 on X@duh_mart_media on IG—Again, BayouCitySoccer.net for everything.

Tonight on Brett Orchard's Old Time Radio Show, we're winding down with a classic slice of radio espionage — Dangerous Assignment: Stolen Computer Blueprints. Brian Donlevy stars as Steve Mitchell in this golden age spy thriller packed with secret missions, shadowy enemies and sharp vintage suspense. Whether you're easing out of a busy Wednesday, listening with a late drink or looking for a little night-time company before sleep, this is a cracking old time radio adventure to settle into. Subscribe for classic radio drama, vintage mysteries, spy thrillers and calm late-night listening. dayslikethis.life #DangerousAssignment #OldTimeRadio #ClassicRadio #SpyThriller #BedtimeListening

Hollis is one of those wise women I stumbled upon while scrolling Threads, and wondered: what is she doing over there and how can I be in her world?! Between her astrological insights and her design eye (yes, she's the design wiz behind my recent social media/email design glow up), she's become one of my favorite people to think out loud with.In this episode, we use astrology as an actual roadmap to understand our inner worlds (and why it's not just some fun personality quiz). We get into: ✨ why your chart is a fingerprint but transits are what you DO with your hands✨ how to access any zodiac archetype even if you have no placements in certain houses✨ why your moon sign is the single best entry point to understanding your body, your creative cycles, and how long anything is going to take you (mind-blowing info, NGL).We also get into Hollis leaving Instagram (SO. MANY. QUESTIONS.), Uranus entering Gemini cosmic weather report, and why vibe coding feels like a very on-brand sign for this transit.Plus: secret societies, invisible communities, and why building something slowly might be the most radical thing you can do right now. Casual, as always ;)Connect with Hollis:WebsiteThe Designed Life Podcast [Apple + Spotify]ThreadsSPACIOUS workshop - May 20th, 3:30pm EST: 60 minutes to identify the empty houses in your natal chart - what they are, what areas of life they pertain to, and how they're already showing up in your life.Connect with Chelsea:

Can the 2026 Los Angeles Chargers offense finally become one of the NFL's most complete attacks? In this video, we break down just how much Justin Herbert and Mike McDaniel have transformed this unit heading into the new season. From improved balance in the run game to explosive weapons in the passing attack, the Chargers may now have the firepower to compete with the AFC's elite. We'll dive into: Justin Herbert's fit in McDaniel's offense How the Chargers created more balance offensively The impact of new weapons and offensive line improvements Why this system could unlock Herbert's MVP-level ceiling Is this finally the offense Chargers fans have been waiting for? Let us know your thoughts in the comments!     Subscribe to Chargers Unleashed Podcast: https://youtube.com/c/chargersunleashedpodcast Twitter: https://twitter.com/LAC_Unleashed Facebook: https://www.facebook.com/ChargersUnleashed Patreon: https://www.patreon.com/chargersunleashed   Chargers Unleashed Hosts: Jake Hefner (@JakeTHefner) and Dan Wolkenstein (@DanWSports)   Blueprints Host: Jason Balliet (@Syntari13)   Chargers Unleashed Podcast, and Blueprints, are weekly Chargers podcasts, part of the LAFB Network, covering all things Los Angeles Chargers. Chargers Unleashed and Blueprints provide listeners with unique and refreshing perspectives on the latest in Chargers news and storylines, along with special guest appearances, player interviews, off-season discussions for NFL Draft, Free Agency, training camps, and weekly updates surrounding Los Angeles Chargers for fans around the globe. Tune in for Chargers interviews, Chargers news, and more!   Chargers players discussed include Justin aHerbert, Derwin James, Joey Bosa, Khalil Mack, Rashawn Slater, Josh Palmer, Asante Samuel Jr, Daiyan Henley, Quentin Johnston, Tuli Tuipulotu, and much more. We also discuss Chargers Head Coach Jim Harbaugh, OC Greg Roman, DC Jesse Minter and the rest of the Chargers coaching staff. The LA Chargers 2024 draft class: 1 OT Joe Alt 2 WR Ladd McConkey 3  LB Junior Colson 4  DL Justin Eboigbe 5  CB Tarheeb Still 5  CB Cam Hart 6  RB Kimani Vidal 7  WR Brenden Rice 7  WR Cornelius Johnson   THANK YOU PARTNERS! This episode of Chargers Unleashed is brought to you by:   *** This episode is brought to you  by Mint Mobile: Go to our partner http://trymintmobile.com/chargersunleashed to get premium wireless for as low as $15 a month -  Limited time offer. New activation and upfront payment for 3 mo. service required. Taxes & fees extra. Unlimited plans using more than 40GB/mo. will experience lower speeds with video streams at ~480p. Restrictions apply.   ***Ombré*** Go to https://ombremen.com/ and use the code UNLEASHED for 20% off your first order. Men's personal care that is crafted for the modern man who prioritize quality, sustainability, and convenience.   ***Head over to BetOnline.ag on your desktop or your mobile device to sign up today and receive your 50% Welcome Bonus on your first deposit! Just use our Promo Code: BLEAV to get started.   ***RSSM Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

A full-circle moment — from teenage mobile discos to owning a 30,000 sq ft pub, club, and hotel. In this episode, I break down our newest acquisition of a large 30,000sqft mixed-use pub, club and hotel and the strategic pivot behind it.  What started as a long-held ambition to own a nightclub has evolved into a commercial development opportunity, with plans to transform the site into 60–80 residential units targeting an estimated £6.5M-£7M end value. In this episode, I unpack the thinking behind the deal, why the nightclub market alone no longer stacks up, and how to identify higher-value exit strategies within existing assets.  This is for anyone looking to step into larger, more sophisticated development projects.  Success and Failure are both very predictable. I hope you enjoy.   Ready to get in shape without the crash diets, punishment, or guesswork? Akash and the team at RNT Fitness are offering our Property Entrepreneur listeners an exclusive 2026 offer with expert 1-1 coaching and a proven transformation methodology. Visit www.rntfitness.com/property-entrepreneur to find out more.   Want to learn more?

The Soviet Union used Lend-Lease to "plunder" American technology, including entire Ford factories and suitcases of blueprints guarded by NKVD agents. Harry Hopkins personally intervened to facilitate the shipment of specialized chemicals and enriched uranium to the USSR. Sean McMeekin notes that while some officials like Harry Dexter Whitewere identified as NKVD agents, Hopkins acted as a devoted "agent of influence," routinely overruling ambassadors like Averell Harriman when they attempted to exert leverage over these transfers. Hopkins ensured that the flow of vital resources remained unconditional, viewing Stalin's interests as his own and outmaneuvering anyone who raised concerns. (7/8)UNDATED BAKU

Welcome to the Orange & Blueprints Podcast - your go-to spot for everything Houston Dash and women's soccer in the Bayou City!Manny and Diego are back to discuss the current struggles of the Houston Dash. Since the last episode, Houston has lost three straight matches to the Utah Royals FC, Denver Summit FC, and Kansas City Current, extending the club's winless streak to five games. The bigger concern is the offense. The Dash have scored just one goal during that stretch, and it came from a penalty. Houston has clearly missed Makenzy Robbe since her season ending injury, while top scorer Kiki Van Zanten has also missed the last two matches through injury. Now the Dash return home for matches against San Diego Wave FC and Angel City FC as Fabrice Gautrat looks for a response from his team.From roster chatter and league-wide storylines to big-picture Dash talk, we've got you covered. The new season is getting closer, and we're excited to ride it with you every step of the way. Stick around for all things Houston Dash and women's soccer—it's shaping up to be a fun one.—And much more!—Follow us at Bayou City Soccer!—BayouCitySoccer.net—@BayouCitySoccer on Facebook, IG, and Twitter—Hosts:@Mannyvela4 on X@duh_mart_media on IG—Again, BayouCitySoccer.net for everything.

Blueprints and Battles Speaker: Jim Blalock

This sermon, rooted in Luke 14:28–33, emphasizes the necessity of deliberate planning and sacrificial commitment in Christian discipleship, using the metaphor of building a tower or waging war to illustrate the importance of counting the cost before beginning any significant endeavor. It calls believers to embrace God's Word as the ultimate blueprint for life, family, and church, warning against improvisation, spiritual complacency, and the tendency to replace divine design with personal ambition or worldly distractions. The preacher underscores that true discipleship requires surrendering all, aligning with scriptural principles, and relying on divine wisdom rather than human opinion, especially during times of transition. Drawing from Genesis 2, he highlights the sacred design of marriage as a divine solution to human loneliness, urging spouses to honor God's blueprint rather than blaming one another or seeking fulfillment in secondary pursuits. Ultimately, the message is a pastoral and convicting call to foundational faithfulness, reminding listeners that lasting spiritual work demands wisdom, humility, and adherence to God's eternal plan.

In this episode, Jake and Dan discuss the 2026 Los Angeles Chargers schedule release, including home and away games, primetime matchups, the social media buzz, Justin Herbert and Mike McDaniel pairing with Jim Harbaugh, as well as all free agent and draft selection updates. Tune in! Chargers 2026 Schedule Release Recap & Reactions + Q&A | Revamped Offense Poised for Fireworks     Subscribe to Chargers Unleashed Podcast: https://youtube.com/c/chargersunleashedpodcast Twitter: https://twitter.com/LAC_Unleashed Facebook: https://www.facebook.com/ChargersUnleashed Patreon: https://www.patreon.com/chargersunleashed   Chargers Unleashed Hosts: Jake Hefner (@JakeTHefner) and Dan Wolkenstein (@DanWSports)   Blueprints Host: Jason Balliet (@Syntari13)   Chargers Unleashed Podcast, and Blueprints, are weekly Chargers podcasts, part of the LAFB Network, covering all things Los Angeles Chargers. Chargers Unleashed and Blueprints provide listeners with unique and refreshing perspectives on the latest in Chargers news and storylines, along with special guest appearances, player interviews, off-season discussions for NFL Draft, Free Agency, training camps, and weekly updates surrounding Los Angeles Chargers for fans around the globe. Tune in for Chargers interviews, Chargers news, and more!   Chargers players discussed include Justin aHerbert, Derwin James, Joey Bosa, Khalil Mack, Rashawn Slater, Josh Palmer, Asante Samuel Jr, Daiyan Henley, Quentin Johnston, Tuli Tuipulotu, and much more. We also discuss Chargers Head Coach Jim Harbaugh, OC Greg Roman, DC Jesse Minter and the rest of the Chargers coaching staff. The LA Chargers 2024 draft class: 1 OT Joe Alt 2 WR Ladd McConkey 3  LB Junior Colson 4  DL Justin Eboigbe 5  CB Tarheeb Still 5  CB Cam Hart 6  RB Kimani Vidal 7  WR Brenden Rice 7  WR Cornelius Johnson   THANK YOU PARTNERS! This episode of Chargers Unleashed is brought to you by:   *** This episode is brought to you  by Mint Mobile: Go to our partner http://trymintmobile.com/chargersunleashed to get premium wireless for as low as $15 a month -  Limited time offer. New activation and upfront payment for 3 mo. service required. Taxes & fees extra. Unlimited plans using more than 40GB/mo. will experience lower speeds with video streams at ~480p. Restrictions apply.   ***Ombré*** Go to https://ombremen.com/ and use the code UNLEASHED for 20% off your first order. Men's personal care that is crafted for the modern man who prioritize quality, sustainability, and convenience.   ***Head over to BetOnline.ag on your desktop or your mobile device to sign up today and receive your 50% Welcome Bonus on your first deposit! Just use our Promo Code: BLEAV to get started.   ***RSSM Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

In this episode of Business Brain, we’re launching something new: Business Blueprints, a free companion resource that distills each episode’s topics into actionable playbooks complete with industry context, analogies, and step-by-step plans. Grab them at businessbrain.show/blueprints. We also dig into the hidden community that surrounds every market — the “family” behind trade shows, conferences, even Ren Faires — and why participating in that ecosystem is one of the most overlooked levers for long-term business longevity. Then we break down the viral Crawler Box story: a homemade RC off-road trailer pulling 800,000+ views across socials, and the massive opportunity its creator is leaving on the table. The big takeaway for living the Charmed Life this week — every business is in the social media business, but distribution without a net is a missed jackpot. If we’re going to fish for virality, we’d better have a lead magnet, an email capture, or a product ready to convert the catch. Build the net before the big one bites. 00:00:00 Business Brain – The Entrepreneurs' Podcast #752 for Wednesday, May 13, 2026 May 13th: Cough Drop Day 00:02:00 Renaissance Faire Ren Faire Documentary 00:06:28 New from Business Brain: Business Blueprints Complete with a playbook including actionable steps Sponsors 00:11:26 SPONSOR: Bitdefender. Keep your small business safe with Bitdefender Ultimate Small Business Security. Save 30% when you go to https://bitdefender.com/BRAIN 00:12:56 SPONSOR: Shopify – For anyone to sell anywhere, sign up for a one-dollar-per month trial period at https://shopify.com/BusinessBrain and upgrade your selling today! 00:14:24 Dissecting a business: Crawlerbox $10 for 10 minutes Every business is in the social media business Don't build a business, build a net! 00:22:47 This episode's Big Takeaway for Business Blueprints: Build a net! Sub-takeaway: Pay attention in your businesses market for the “family” aspect 00:25:48 Business Brain 752 Outtro Check out Business Brain Blueprints Tell Your Friends! Business Blueprints Review Business Brain Subscribe to the show feedback@businessbrain.show Call/Text: (567) 274-6977 X/Twitter: @ShannonJean & @DaveHamilton, & @BizBrainShow LinkedIn: Shannon Jean, Dave Hamilton, & Business Brain Facebook: Dave Hamilton, Shannon Jean, & Business Brain The post Business Blueprints + Crawler Box – Business Brain 752 appeared first on Business Brain - The Entrepreneurs' Podcast.

This episode breaks down the Blueprint for high-performing employees and entrepreneurs who are already earning well but want to transition to true financial independence. Making money in business is often just another form of employment - you work, you earn, you repeat. But real wealth is built differently. It comes from working once, acquiring assets, and earning from them forever. In this podcast, I will walk you through the exact framework to shift from income generation to asset ownership - the path that leads to Living Off The Steam™, not the salary. Income from assets not income from activity. If your goal is to join the top 1.8% in the UK - those with a seven-figure net wealth, a six-figure income, and complete financial independence - this episode lays out the roadmap. For those of you that are serious and taking this to the next step, visit www.LivingOffTheSteam.co.uk now for free resources, a unique and proven Blueprint, and the ability to apply to join our online academy.   Work once, earn forever. Living Off The Steam™. That's the only game in town.   Success and Failure are both very predictable. I hope you enjoy.   Learn directly from 7-figure entrepreneurs and mentors. Proven frameworks. Real execution. Blueprint Summer Retreat. 19–21 May 2026 | Learn more: https://theblueprintretreat.co.uk/ Want to learn more?

This week's guest is Jason Novak, a Senior Litigation Specialist II at CapSpecialty

On April 18th, hundreds of tenants gathered inside a school cafeteria to help shape Toronto's first city-wide tenant's union – the TTU. There were elections, robust policy discussions and plenty of stories from tenants. Blueprints of Disruption was there to capture it all, and provide analysis afterwards.On-scene interviews from inside the Toronto Tenant Union's founding Convention start off with Ricardo Tranjan, housing policy expert and author of The Tenant Class. Tranjan talks about his expectations for the day, and his excitement at the prospect of “taking another step” towards building the tenant class consciousness he wrote about in his book.There are also interviews with tenant organizers from different buildings across the city – including Jerry and Steve from 240 Markland. They talk about their saga with an REIT buying their building, applying for five consecutive above-guideline rent increases (AGIs) and trying to push legacy tenants out of the building.We also interview Bridgette, a resident of the Caseway building – outside of which convention participants rallied after the day's more official proceedings. She talks about why its been such a battle with their landlord, and how she felt about being a part of something bigger.Organizers of the event, and leaders within the ‘parent' organizations of the TTU also took time to speak with Santiago and Jessa as things wrapped up.Aniket Kali, formerly of Climate Justice Toronto, and Bruno Dobrusin of YSW Tenants Union talk about their new roles (both elected during the Convention), the scaling up of their models, and their vision for the TTU in the years to come.Hosted and Produced by: Jessa McLean and Santiago Helou QuinteroCall to Action: Sign up for TTU Orientation on May 9th, 2026Related Episodes: Blueprints of a Rent Strike (July 2023) Shifting Gears: Climate Justice Toronto (Sept 2024) CJTO on their decision to transition towards tenant organizing as a means to fight climate change.We also have a TENANT POWER PLAYLIST with more stories of neighbours organizing.More Resources: Can the new Toronto Tenant Union change the tired housing debate? – Ricardo Tranjan for Canadian DimensionWho Controls Toronto? The People or Developers? - ACORN ReportHamilton moves to strengthen renoviction bylaw - via CBCRent Strikes! - The Grind MagazineCanada: How Tenants Fought Back- via Progressive InternationalAll of our content is free - made possible by the generous sponsorships of our Patrons. If you would like to support our work through monthly contributions: PatreonFollow us on Instagram or on Bluesky

Welcome to the Orange & Blueprints Podcast - your go-to spot for everything Houston Dash and women's soccer in the Bayou City!After a lengthy National Women's Soccer League break, Manny and Diego discuss the return of the Houston Dash to league play. The team has struggled to regain momentum, falling 1–0 to the North Carolina Courage and playing to a 0–0 draw against Seattle Reign FC, both matches held at Shell Energy Stadium. With little time to regroup, the Dash must quickly find their rhythm as they head into a midweek clash against the Utah Royals FC in Salt Lake City. They'll then return home on Saturday to host the newly debuted Denver Summit at Shell Energy Stadium. Manny and Diego break down all the key takeaways and what lies ahead for Houston.From roster chatter and league-wide storylines to big-picture Dash talk, we've got you covered. The new season is getting closer, and we're excited to ride it with you every step of the way. Stick around for all things Houston Dash and women's soccer—it's shaping up to be a fun one.—And much more!—Follow us at Bayou City Soccer!—BayouCitySoccer.net—@BayouCitySoccer on Facebook, IG, and Twitter—Hosts:@Mannyvela4 on X@duh_mart_media on IG—Again, BayouCitySoccer.net for everything.

Brandon's linkshttps://youtube.com/@mysteriousuniverse?si=GwoBk0_Oaevferjohttps://www.instagram.com/ridiginalpublishing?igsh=MXVwNHM3Nm1tZGx3dQ==Forbidden Knowledge Network https://forbiddenknowledge.news/ FKN Link Treehttps://linktr.ee/FKNlinksMake a Donation to Forbidden Knowledge News https://www.paypal.me/forbiddenknowledgenehttps://buymeacoffee.com/forbiddenTake control of your health now with Christian Yordanov's Live Longer Program https://www.livelongerformula.com/fknWe are back on YouTube! https://youtube.com/@forbiddenknowledgenews?si=XQhXCjteMKYNUJSjBackup channelhttps://youtube.com/@fknshow1?si=tIoIjpUGeSoRNaEsDoors of Perception is available now on Amazon Prime!https://watch.amazon.com/detail?gti=amzn1.dv.gti.8a60e6c7-678d-4502-b335-adfbb30697b8&ref_=atv_lp_share_mv&r=webDoors of Perception official trailerhttps://youtu.be/F-VJ01kMSII?si=Ee6xwtUONA18HNLZListen to Forbidden Knowledge News on clearair.fm every Tuesday, Thursday, and Saturday 12:15pm CSThttps://clearair.fm/Pick up Independent Media Token herehttps://www.independentmediatoken.com/Be prepared for any emergency with Prep Starts Now!https://prepstartsnow.com/discount/FKNStart your microdosing journey with BrainsupremeGet 15% off your order here!!https://brainsupreme.co/FKN15Book a free consultation with Jennifer Halcame Emailjenniferhalcame@gmail.comFacebook pagehttps://www.facebook.com/profile.php?id=61561665957079&mibextid=ZbWKwLWatch The Forbidden Documentary: Occult Louisiana on Tubi: https://link.tubi.tv/pGXW6chxCJbC60 PurplePowerhttps://go.shopc60.com/FORBIDDEN10/or use coupon code knowledge10Johnny Larson's artworkhttps://www.patreon.com/JohnnyLarsonSign up on Rokfin!https://rokfin.com/fknplusPodcastshttps://www.spreaker.com/show/forbiddenAvailable on all platforms Support FKN on Spreaker https://spreaker.page.link/KoPgfbEq8kcsR5oj9FKN ON Rumblehttps://rumble.com/c/FKNpGet Cory Hughes books!Lee Harvey Oswald In Black and White https://www.amazon.com/dp/B0FJ2PQJRMA Warning From History Audio bookhttps://buymeacoffee.com/jfkbook/e/392579https://www.buymeacoffee.com/jfkbookhttps://www.amazon.com/Warning-History-Cory-Hughes/dp/B0CL14VQY6/ref=mp_s_a_1_1?crid=72HEFZQA7TAP&keywords=a+warning+from+history+cory+hughes&qid=1698861279&sprefix=a+warning+fro%2Caps%2C121&sr=8-1https://coryhughes.org/Our Facebook pageshttps://www.facebook.com/forbiddenknowledgenewsconspiracy/https://www.facebook.com/FKNNetwork/Instagram @forbiddenknowledgenews1@forbiddenknowledgenetworkXhttps://x.com/ForbiddenKnow10?t=uO5AqEtDuHdF9fXYtCUtfw&s=09Email Forbidden Knowledge News forbiddenknowledgenews@gmail.comsome music thanks to:https://www.bensound.com/ULFAPO3OJSCGN8LDDGLBEYNSIXA6EMZJ5FUXWYNC6WJNJKRS8DH27IXE3D73E97DC6JMAFZLSZDGTWFIBecome a supporter of this podcast: https://www.spreaker.com/podcast/forbidden-knowledge-news--3589233/support.

In this episode, Katherine Forrest and Scott Caravello break down three generative AI architectures—transformers, JEPA, and diffusion models—exploring what sets each apart and how they overlap. They also discuss Manifold-Constrained Hyper-Connections, a recent innovation aimed at improving how transformer layers communicate during training. For the sources referenced in this episode, please see the links below: DeepSeek AI: mHC: Manifold-Constrained Hyper Connections   ## Learn More About Paul, Weiss's Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

(00:00) — Avoiding medicine to committing at 22: Sports injuries, engineering Cs, and a hospital trauma that made medicine click.(03:06) — Doubting smart enough: Imposter syndrome, scraping through chem, and possible ADHD.(06:50) — Growing up around violence: Valuing life early and pushing through school and sport.(08:50) — Living in the moment: Lists, weekly survival, and triaging tough neuro topics.(09:45) — Hug the bear: A 15-second resilience mindset from officer training.(11:47) — Perspective check: Why complain about what you prayed for?(14:14) — The four-time MCAT: Premature first attempt, COVID setbacks, and stubborn determination.(16:50) — Study your way: Blueprints, not rules—Anki, repetition, and long-term memory.(19:51) — After a denied cycle: Interviews, honest feedback, and a biomedical sciences master's with a 3.89.(23:54) — Applying for fit: Targeting schools that accept Black and Brown students and choose your poison.(25:15) — The acceptance email: A surprise Charles Drew admit and all the emotions.(27:17) — MD vs DO vs UAG: Weighing Iowa against family and support in Guadalajara.(28:52) — Med school's dark side: Stress, sleep debt, and hair loss alongside joy.(31:18) — Commuting to cut costs: EV free charging, 6:20 a.m. departures, and parking lot naps.(33:45) — Rotations on a budget: Housing ideas and staying flexible.(34:25) — Some call them illegal—I call them mom and dad: Caring for patients and family amid fear and hate.(37:20) — Control what you can: Social media backlash, gratitude notes, and missing Obama.(42:02) — Final advice: Step 1 focus and why it's not failure until you quit.Richard didn't run straight toward medicine. He tried kinesiology, engineering until Calc III said no, and three years in pharmacy before a volunteer shift at a children's hospital trauma bay flipped the switch. In this candid conversation, he shares how a B/C student with a 3.3 GPA, possible ADHD, and mounting imposter syndrome found a way forward by focusing on surviving one week at a time.Richard opens up about taking the MCAT four times, what went wrong early (including testing before biochem), and the discipline, repetition, and resource fit he had to build. After a denied cycle with interviews, he strengthened his academic record with a biomedical sciences master's (33 units, 3.89) and applied to schools aligned with mission and representation. He describes the unexpected acceptance email from Charles R. Drew, the pull of family support as he weighed UAG versus a DO option in Iowa, and why mental health and community had to factor into his decision.We also get real about med school's costs and stress: commuting to save money with free EV charging, 6:20 a.m. departures, parking lot naps, and the not-so-glam side of hair loss and fatigue. Richard closes with grounded advice for retakers and those who don't see themselves in medicine yet.What You'll Learn:- How a hospital volunteer trauma experience cemented Richard's path to medicine- Ways to manage imposter syndrome and build study systems that fit you- What changed across four MCAT attempts and during a biomedical sciences master's- How to target schools for mission and representation while balancing costs and support

Jake and Dan recap the Los Angeles Chargers 2026 NFL Draft class, including the two trade backs and additional trade up. Instant analysis and more. Tune in! Round 1 (No. 22): Akheem Mesidor, EDGE, Miami Round 2 (No. 62): Jake Slaughter, OL, Florida Round 4 (No. 105): Brenen Thompson, WR, Mississippi State Round 4 (No. 117): Travis Burke, OT, Memphis Round 4 (No. 130): Genesis Smith, S, Arizona Round 5: Nick Barrett, DT, South Carolina Round 6: Logan Taylor, OL, Boston College Round 6: Alex Harkey, OL, Oregon     Subscribe to Chargers Unleashed Podcast: https://youtube.com/c/chargersunleashedpodcast Twitter: https://twitter.com/LAC_Unleashed Facebook: https://www.facebook.com/ChargersUnleashed Patreon: https://www.patreon.com/chargersunleashed   Chargers Unleashed Hosts: Jake Hefner (@JakeTHefner) and Dan Wolkenstein (@DanWSports)   Blueprints Host: Jason Balliet (@Syntari13)   Chargers Unleashed Podcast, and Blueprints, are weekly Chargers podcasts, part of the LAFB Network, covering all things Los Angeles Chargers. Chargers Unleashed and Blueprints provide listeners with unique and refreshing perspectives on the latest in Chargers news and storylines, along with special guest appearances, player interviews, off-season discussions for NFL Draft, Free Agency, training camps, and weekly updates surrounding Los Angeles Chargers for fans around the globe. Tune in for Chargers interviews, Chargers news, and more!   Chargers players discussed include Justin aHerbert, Derwin James, Joey Bosa, Khalil Mack, Rashawn Slater, Josh Palmer, Asante Samuel Jr, Daiyan Henley, Quentin Johnston, Tuli Tuipulotu, and much more. We also discuss Chargers Head Coach Jim Harbaugh, OC Greg Roman, DC Jesse Minter and the rest of the Chargers coaching staff. The LA Chargers 2024 draft class: 1 OT Joe Alt 2 WR Ladd McConkey 3  LB Junior Colson 4  DL Justin Eboigbe 5  CB Tarheeb Still 5  CB Cam Hart 6  RB Kimani Vidal 7  WR Brenden Rice 7  WR Cornelius Johnson   THANK YOU PARTNERS! This episode of Chargers Unleashed is brought to you by:   *** This episode is brought to you  by Mint Mobile: Go to our partner http://trymintmobile.com/chargersunleashed to get premium wireless for as low as $15 a month -  Limited time offer. New activation and upfront payment for 3 mo. service required. Taxes & fees extra. Unlimited plans using more than 40GB/mo. will experience lower speeds with video streams at ~480p. Restrictions apply.   ***Ombré*** Go to https://ombremen.com/ and use the code UNLEASHED for 20% off your first order. Men's personal care that is crafted for the modern man who prioritize quality, sustainability, and convenience.   ***Head over to BetOnline.ag on your desktop or your mobile device to sign up today and receive your 50% Welcome Bonus on your first deposit! Just use our Promo Code: BLEAV to get started.   ***RSSM Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

Fr. Ryan preached this homily on April 16, 2026. The readings are from Acts 5:27-33, Psalm 34:2 & 9, 17-18, 19-20 and John 3:31-36 (Thursday of the Second Week of Easter). Connect with us! Website: https://slakingthirsts.com/ YouTube: www.youtube.com/@SlakingThirsts