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What if the biggest threat to online gambling isn't addiction or bad odds—but an invisible criminal economy operating alongside the legal one? In this preview episode of Travis Makes Friends, Travis sits down with Ismail Vali, founder of Yield Sec and a global expert on online gambling markets, to reveal how the industry has evolved from a money-laundering target into a massive data business. Drawing on more than two decades of experience working with sportsbooks, poker platforms, regulators, and governments, Ismail explains why the online gambling market is far larger—and far more complicated—than most people realize. The conversation begins with an unforgettable story: Ismail arrives for a job interview in Malta only to watch the company's offices get raided by police before the interview even begins. That close call opens the door to a broader discussion about how organized crime has infiltrated online gambling, not just to move money, but to collect valuable consumer data that can fuel long-term criminal enterprises. Ismail also debunks one of the internet's biggest misconceptions: that a VPN is a foolproof way to access gambling sites anonymously. In reality, he explains, modern online betting depends on speed and real-time connectivity, making VPNs far less useful than many people believe. Instead, illegal operators increasingly rely on being discovered in plain sight—through search engines, social media, influencers, and online advertising—right alongside legitimate brands. Travis and Ismail explore why illegal gambling continues to thrive even as more countries and U.S. states regulate the industry. According to Ismail, consumers often don't distinguish between legal and illegal platforms because they appear in the same digital marketplace. While licensed operators follow strict rules around fairness, consumer protection, and responsible gambling, unregulated sites can ignore those safeguards entirely while still attracting millions of users. The discussion also highlights the surprising economic impact of properly regulated gambling. Ismail argues that when governments successfully police illegal operators, legal markets generate tax revenue that can fund schools, hospitals, infrastructure, and consumer protections—particularly in developing nations where every new source of revenue matters. The challenge isn't eliminating gambling altogether, he says, but ensuring that the money stays within regulated markets instead of flowing to criminal organizations. You'll also hear how Ismail's team uses large-scale behavioral data to estimate global wagering, why he believes the online gambling market exceeds $5.9 trillion annually, and how his predictions for events like the Super Bowl have come remarkably close to the official numbers. If you've ever assumed online gambling is simply a choice between different betting apps, this preview offers a fascinating look at the hidden marketplace operating beneath the surface—and why understanding the difference between legal and illegal platforms matters more than ever. Hit play to hear why the future of online gambling may depend less on technology and more on transparency, enforcement, and consumer awareness. Connect with Ismail Vali: - Instagram:  https://www.instagram.com/ismailvali_/    - Youtube: https://www.youtube.com/@ismailvali_ - Websites: www.yieldsec.com ; ⁠www.gamingcompliance.com A Word from Our Sponsors: - Visit DrinkAG1.com/TMM to get a free AG1 Travel Case with 7 free AG1Travel Packs in your Welcome Kit with your first AG1 subscription order while supplies last.  - Go to Leesa.com for 25% OFF select mattresses (through August 23, 2026) PLUS get an extra $50 off with promo code TMM, exclusive for my listeners  - To learn more about Mode Mobile and its investor community, go to https://invest.modemobile.com/travismakesmoney Learn more about your ad choices. Visit megaphone.fm/adchoices

Block's Buzz is an open, self-hostable workspace for humans, AI agents, chat, and code; and it may be the most Linux-friendly vision for what comes next.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:Jupiter Broadcasting Buzz CommunityWeb Boost — Send us a boost via sats or USD

Doomscrollin is hosted by Sam Tripoli and Midnight Mike. We are back with vengeance! Please support our sponsors: Cloaked: Protect your privacy with dark web monitoring, a built-in VPN and password manager, AI-powered spam call filtering, and up to $1 million in identity theft insurance. Get a free security scan and 30% off at Cloaked.com/DOOM. BlueChew: BlueChew Gold is better sex in a tablet, combining four powerful ingredients to support physical performance, arousal, and desire for a complete bedroom experience. There's a reason BlueChew is the #1 brand for better sex. Experience it yourself at BlueChew dot com. Right now, when you buy two months of BlueChew Gold, you get the third FREE with promo code DOOM, plus an additional 10% off and free overnight shipping on your first order. Visit BlueChew.com for more details and important safety information, and thanks to BlueChew for sponsoring the pod and the bedroom Sam Tripoli's 5th Crowd Work Special "Hero Live From Batavia" Drops May 2nd On Youtube.com/SamTripoliComedy Check out WordWarDebate.com for the next great debate event. Grab Tickets To Sam Tripoli's Live Shows At SamTripoli.com: Miami, FL: 7/30-8/1 Lawerence, KS: 9/17-9/19 Tulsa, OK: 10/9-10/10 Austin, TX: Dec 11th-13th Please check out Sam Tripoli's Linktree: https://linktr.ee/samtripoli Please check out Midnight Mike's Internet: The OBDM Podcast Website: https://ourbigdumbmouth.com/ Twitter: https://x.com/obdmpod Learn more about your ad choices. Visit podcastchoices.com/adchoices

On the latest episode of Tin Foil Hat, the boys sit down with JTfollowsJC for a thought-provoking conversation on the growing brain rot infecting the conspiracy community and how distraction is pulling people away from the pursuit of truth. They explore the theory of Satan's Little Season, the mysteries of Tartaria and hidden history, and dive deep into the worlds of magic, occultism, and demonology. It's a wide-ranging discussion that challenges popular narratives and examines the spiritual forces many believe are shaping our reality.   Please subscribe to the new Tin Foil Hat youtube channel:  https://www.youtube.com/@TinFoilHatYoutube   Sam Tripoli's 5th Crowd Work Special "Hero Live From Batavia" Drops May 2nd On Youtube.com/SamTripoliComedy   Grab your copy of the 2nd issue of the Chaos Twins now and join the Army Of Chaos: https://bit.ly/415fDfY   Check out Sam "DoomScrollin with Sam Tripoli and Midnight Mike" Every Tuesday At 4pm pst on Youtube, X Twitter, Rumble and Rokfin! Join the WolfPack at Wise Wolf Gold and Silver and start hedging your financial position by investing in precious metals now! Go to https://www.samtripoli.gold/ and use the promo code "TinFoil" and we thank Tony for supporting our show.   Grab Tickets To Sam Tripoli's Live Shows At SamTripoli.com: Miami, Fl: 7/31-8/1 Lawerence, KS: 9/17-9/19 Tulsa, OK: 10/9-10/10 Dallsa, Tx: Nov 7th (TrutherCon) Austin, TX: Dec 11th-13th   Please check out Word War Debate and the WordWarDebate Contenders Series: https://wordwardebate.com Please check out JtlovesJc's Internet: Instagram: https://www.instagram.com/jtfollowsjc TikTok: https://www.tiktok.com/@jt_follows_jc?is_from_webapp=1&sender_device=pc Facebook: https://www.facebook.com/JTFOLLOWSJC     Please check out Sam Tripoli's internet: Linktree: https://linktr.ee/samtripoli Sam Tripoli's Stand Up Youtube Page: https://www.youtube.com/@SamTripoliComedy Sam Tripoli's Comedy Instagram: https://www.instagram.com/samtripolicomedy/%20P Sam Tripoli's Podcast Clip Instagram: https://www.instagram.com/samtripolispodcastclips/   Please support our sponsors: Quo: Quo is the #1-rated business phone system on G2 with over 3,000 reviews, built for how modern teams work. That's why more than 90,000 businesses – from solo operators to growing teams – rely on Quo to stay connected, professional, and consistently reachable.  Make this the time where no opportunity – and no customer – slips away. Try QUO for free PLUS get 20% off your first 6 months when you go to Quo dot com slash TINFOIL. That's Q-U-O dot com slash TINFOIL. Quo - no missed calls, no missed customers. Taskrabbit: Taskrabbit connects you with trusted local Taskers for moving, furniture assembly, home repairs, yard work, mounting, and more. Easily find help based on price, skills, availability, and reviews. Get $15 off your first task with promo code TINFOIL on the Taskrabbit app or at Taskrabbit dot com. Book today before Taskers fill up! Cloaked: Cloaked protects your privacy with data removal, burner emails and phone numbers, dark web monitoring, a built-in VPN, password manager, and more. Get a free security scan and 30% off any plan at Cloaked.com/TINFOIL. Privacy isn't dead. It's Cloaked.  

Unless you’ve intentionally migrated to all-IPv6, you’re operating in a dual-stack environment. And if you haven’t accounted for v6 in your monitoring and security, you leave yourself open to risks. Today we dig into some of those risks, including VPN breakouts and how attackers can use unmanaged v6 to bypass security tools. Our guest is... Read more »

Linus delivers a blunt verdict on AI in the Linux kernel, Chris finds the remote Linux desktop that finally works, and Brent gives his notes system a serious rebuild.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:Web Boost — Send us a boost via sats or USD

Kris and David are back to discuss the week that was March 15-21, 1993, the last of our “backlog” shows. Topics of discussion include:WCW's tour of the UK and Ireland, where they changed the WCW World Heavyweight Title twice in a week with Big Van Vader flipping the belt back and forth, plus why this really didn't get talked about much on TV.Ric Flair goes “Up Close” with Eric Bischoff on TV, talking about his return to WCW and Barry Windham being NWA World Heavyweighht Champion.The Cole Twins get a fan club.The Big Bossman returns to All Japan while Hulk Hogan is on his way to New Japan.New Japan's faction warfare and how fun that was.The birth of Michinoku Pro Wrestling.The three major promotions in Mexico receive their David Awards.Chuck Wepner shows up at a New Jersey indie show to referee the most 1993 New Jersey indie match you could possibly think of.Arn Anderson works three house shows in SMW the same week that Chris Candido makes his debut as The Avenger.Kevin Sullivan brutalizes W*ING Kanemura on SMW TV in a famously gruesome moment.Bert Prentice sings live on Memphis TV. Sort of.Eddie Gilbert cuts a shoot promo about his position in the USWA and is basically done with the promotion as a result in true Eddie fashion.Vince McMahon misses Monday Night Raw's first visit to Poughkeepsie to receive the Michael Landon Award, so Rob Bartlett joins Gorilla Monsoon as Bobby Heenan “Not Vince McMahon,” and that doesn't go too well.All this and so much more on a damn fun episode of BTS!Timestamps:0:00:00 WCW0:57:20 Int'l: AJPW, NJPW, FMW, Michinoku Pro debut show, NOW, PWC, W*ING, AJW, JWP, LLPW, Dino Bravo funeral, AAA, CMLL, Juan Herrera, Arena Naucalpan, UWA, & Tijuana1:46:53 Classic Commercial Break1:55:05 Halftime2:40:18 Other USA: WIN, IWF (Mansfield), UWS/Chuck Wepner, WWWA (PA), NGWA, SMW, USA (AL), USWA, GWF, Big D, CWUSA, & Wrestling Fury/MidwestWA4:02:49 WWFTo support the show and get access to exclusive rewards like special members-only monthly themed shows, go to our Patreon page at Patreon.com/BetweenTheSheets and become an ongoing Patron. Becoming a Between the Sheets Patron will also get you exclusive access to not only the monthly themed episode of Between the Sheets, but also access to our new mailbag segment, a Patron-only chat room on Slack, and anything else we do outside of the main shows!If you're looking for the best deal on a VPN service—short for Virtual Private Network, it helps you get around regional restrictions as well as browse the internet more securely—then Private Internet Access is what you've been looking for. Not only will using our link help support Between The Sheets, but you'll get a special discount, with prices as low as $1.98/month if you go with a 40 month subscription. With numerous great features and even a TV-specific Android app to make streaming easier, there is no better choice if you're looking to subscribe to My AEW and other region-locked services.For the best in both current and classic indie wrestling streaming, make sure to check out IndependentWrestling.tv and use coupon code BTSPOD for a free 5 day trial! (You can also go directly to TinyURL.com/IWTVsheets to sign up that way.) If you convert to a paid subscriber, we get a kickback for referring you, allowing you to support both the show and the indie scene.To subscribe, you can find us on iTunes, Google Play, and just about every other podcast app's directory, or you can also paste Feeds.FeedBurner.com/BTSheets into your favorite podcast app using whatever “add feed manually” option it has.Advertising Inquiries: https://redcircle.com/brands

Kris and David are back to discuss the week that was March 15-21, 1993, the last of our “backlog” shows. Topics of discussion include:WCW's tour of the UK and Ireland, where they changed the WCW World Heavyweight Title twice in a week with Big Van Vader flipping the belt back and forth, plus why this really didn't get talked about much on TV.Ric Flair goes “Up Close” with Eric Bischoff on TV, talking about his return to WCW and Barry Windham being NWA World Heavyweighht Champion.The Cole Twins get a fan club.The Big Bossman returns to All Japan while Hulk Hogan is on his way to New Japan.New Japan's faction warfare and how fun that was.The birth of Michinoku Pro Wrestling.The three major promotions in Mexico receive their David Awards.Chuck Wepner shows up at a New Jersey indie show to referee the most 1993 New Jersey indie match you could possibly think of.Arn Anderson works three house shows in SMW the same week that Chris Candido makes his debut as The Avenger.Kevin Sullivan brutalizes W*ING Kanemura on SMW TV in a famously gruesome moment.Bert Prentice sings live on Memphis TV. Sort of.Eddie Gilbert cuts a shoot promo about his position in the USWA and is basically done with the promotion as a result in true Eddie fashion.Vince McMahon misses Monday Night Raw's first visit to Poughkeepsie to receive the Michael Landon Award, so Rob Bartlett joins Gorilla Monsoon as Bobby Heenan “Not Vince McMahon,” and that doesn't go too well.All this and so much more on a damn fun episode of BTS!Timestamps:0:00:00 WCW0:57:20 Int'l: AJPW, NJPW, FMW, Michinoku Pro debut show, NOW, PWC, W*ING, AJW, JWP, LLPW, Dino Bravo funeral, AAA, CMLL, Juan Herrera, Arena Naucalpan, UWA, & Tijuana1:46:53 Classic Commercial Break1:55:05 Halftime2:40:18 Other USA: WIN, IWF (Mansfield), UWS/Chuck Wepner, WWWA (PA), NGWA, SMW, USA (AL), USWA, GWF, Big D, CWUSA, & Wrestling Fury/MidwestWA4:02:49 WWFTo support the show and get access to exclusive rewards like special members-only monthly themed shows, go to our Patreon page at Patreon.com/BetweenTheSheets and become an ongoing Patron. Becoming a Between the Sheets Patron will also get you exclusive access to not only the monthly themed episode of Between the Sheets, but also access to our new mailbag segment, a Patron-only chat room on Slack, and anything else we do outside of the main shows!If you're looking for the best deal on a VPN service—short for Virtual Private Network, it helps you get around regional restrictions as well as browse the internet more securely—then Private Internet Access is what you've been looking for. Not only will using our link help support Between The Sheets, but you'll get a special discount, with prices as low as $1.98/month if you go with a 40 month subscription. With numerous great features and even a TV-specific Android app to make streaming easier, there is no better choice if you're looking to subscribe to My AEW and other region-locked services.For the best in both current and classic indie wrestling streaming, make sure to check out IndependentWrestling.tv and use coupon code BTSPOD for a free 5 day trial! (You can also go directly to TinyURL.com/IWTVsheets to sign up that way.) If you convert to a paid subscriber, we get a kickback for referring you, allowing you to support both the show and the indie scene.To subscribe, you can find us on iTunes, Google Play, and just about every other podcast app's directory, or you can also paste Feeds.FeedBurner.com/BTSheets into your favorite podcast app using whatever “add feed manually” option it has.Advertising Inquiries: https://redcircle.com/brands

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I've got quick thoughts on The Odyssey to share before we get into all the news of the week, including WWE running opposite AEW All Out and NYC events announced for WrestleMania weekend... thoughts on Rhea Ripley NOT being stripped of her championship and instead crowning an INTERIM champion until she's ready to return... Saturday Night's Main Event fallout with Roman Reigns and Jalen Brunson, plus an angry Cody Rhodes confronting CM Punk after the show and what's next for Sami Zayn... AJ Styles advocates for WWE to acquire a promotion in Japan (sigh)... an update on the case against Ludwig Kaiser... a FULL REVIEW for a polarizing episode of AEW Dynamite and I've got a lot to say about it, plus predictions for AEW Redemption... and a DARK SIDE OF THE RING REVIEW on the finale for Jeff Jarrett and the battle for TNA Wrestling, including some incredible LOLTNA moments that were covered here, and others that were not!Support my sponsors this week by using the links below!BETTERHELP ▶ Sign up and get 10 PERCENT OFF your first month at http://www.betterhelp.com/solomonster to start being your best self. Thanks to BetterHelp for sponsoring this week's episode!EXPRESSVPN ▶ Get an extra FOUR MONTHS FREE of the #1 trusted VPN at http://www.expressvpn.com/solomonster***Follow Solomonster on X (formerly Twitter) for news and opinion:http://x.com/solomonsterSubscribe to the Solomonster Sounds Off on YouTube:https://www.youtube.com/user/TheSolomonster?sub_confirmation=1Become a Solomonster Sounds Off Channel Member:https://www.youtube.com/channel/UC9jcg7mk93fGNqWPMfl_Aig/join

Solomonster reviews WWE Saturday Night's Main Event from Madison Square Garden with Roman Reigns and New York Knicks captain Jalen Brunson running into Seth Rollins and Tyrese Haliburton, Cody Rhodes and CM Punk tagging up to battle Gunther and Sami Zayn, NEW Women's Tag Team Champions crowned and news on a couple of new WrestleMania weekend events.Support my sponsors this week by using the links below!BETTERHELP ▶ Sign up and get 10 PERCENT OFF your first month at http://www.betterhelp.com/solomonster to start being your best self. Thanks to BetterHelp for sponsoring this week's episode!EXPRESSVPN ▶ Get an extra FOUR MONTHS FREE of the #1 trusted VPN at http://www.expressvpn.com/solomonster***Follow Solomonster on X (formerly Twitter) for news and opinion:http://x.com/solomonsterSubscribe to the Solomonster Sounds Off on YouTube:https://www.youtube.com/user/TheSolomonster?sub_confirmation=1Become a Solomonster Sounds Off Channel Member:https://www.youtube.com/channel/UC9jcg7mk93fGNqWPMfl_Aig/join

Tommy Birmingham & Eddy Simpson of Hello Sport fame join us for a yarn.Recorded on Origin III day, we discuss the purpose of their trip to win buckles at the Boothill Invitational and their overall thoughts pre-game and stream. As well as dribble around the tick line of Australia and the art of the VPN, we catch up with the lads on what they've been up to in their careers, including launching Good Day multivitamin, mentoring other podcasts and moving into their own brand new space to continue moving the goalposts. It was fantastic to get the boys behind enemy lines and we couldn't have been more grateful for them to squeeze in a yarn whilst they were up for less than 24 hours. Enjoy trendsetters!You can listen to Hello Sport on all reputable podcast platforms and watch their podcast on their Youtube. Subscribe here: https://www.youtube.com/@HelloSportGot a yarn for Talkback? Email it to carryon@alphablokes.com.auWant Poo to review your Tinder profile? Email the big fella with your intel to possibly get on to Poo's Reviews: poobandit@alphablokes.com.auEver wanted to watch the Podcast? Check out full visual, uncut and ad-free versions on our Patreon. Only $5 a week plus access to all of our exclusive vlogs. Our full 75+ minute movie of the road trip to Territory Day is about to drop: patreon.com/alphablokespodcastBetter Beer: Jog in a can, win in a tin, the athletes choice. Try their new Halfy's at any bottle-o near you: https://www.betterbeer.com.au/Neds: Whatever you bet on, take it to the neds level: https://www.neds.com.au/SP Tools: Schmicker tools for an even schmicker price, use code "ALPHA" at checkout for 10% off and check out their brand new catalogue: sptools.comPortwest: Tough workwear for tough jobs. Check out their vast variety of PPE for the jobsite here: https://www.portwest.com/market/Papa Macros: ready made unreal meals if you're too flat out to meal prep Sunday arvo. Use the code "ALPHA" for $30 off your first order or "ALPHA10" for any reoccuring order for 10% off at papamacros.com.au OR simply use the links below:$30 off your first order: https://www.papamacros.com.au/?coupon-code=ALPHA&sc-page=shop10% off: https://www.papamacros.com.au/?coupon-code=Alpha10&sc-page=shop0:00 - The Battle For Buckles7:00 - Tech Guy Hygiene13:00 - Ticks18:00 - Life Advice From The Poo22:00 - Erectile Disfunction & Oral Epidemics29:00 - Working With Manly34:00 - Good Day46:00 - Mentoring Other Podcasts55:00 - Commentating The Podcast Royale1:08:00 - Origin & NRL1:21:00 - Heard Of Him1:28:00 - Guest Questions Hosted on Acast. See acast.com/privacy for more information.

On this segment of A Bowl of Soul, we are celebrating New R&B for 2026. On this broadcast, we are celebrating new R&B from EJ Jones, Big Poppi ft. Kiara Belle, SV & Alyssa Jane, Eli Derby & Bri3, Paul Taylor, Marvin Banks, Emmi, Terrence Davis, Kyle Dion ft Duckwrth and Kevin Edmonds from After 7. At the same time, we pause to mourn the passing of two Black Freedom Fighters, Denise Oliver Velez, former member of the Young Lords and the Black Panthers in NYC who are responsible for the United States providing school breakfast and lunch programs for all children in public schools and the Health Care Bill of Rights that we all receive when we are in the hospital and freedom fighter, Ms. Lillian Roberts, Union Organizer and Executive Director for the biggest Union in NYC, DC-37 who was not afraid to strike for fair wages and rights. We celebrate our new ancestors. I hope you enjoy this broadcast, because I sure had fun putting it together. Keep it locked on A Bowl of Soul, A Mixed Stew of Soul Music. Take some Soul to Go by downloading the podcast and carrying it with you everywhere you go.  Just go to: www.abowlofsoul.com You can listen to the A Bowl of Soul Radio Network on Live365.com giving you 24/7/365 days of Soul Music. Stop on by and listen:  A Bowl of Soul Radio Network on Live365 You can support A Bowl of Soul and Buy Me A Coffee. Just click: Buy A Bowl of Soul A Cup of Coffee Protect what matters most with Aura! Your identity, finances, and privacy face real threats online every day. Aura brings it all together in one easy app, identity theft protection, credit monitoring, VPN, antivirus, and a password manager, so you can browse, bank, and live online with real peace of mind. Get protected today with Aura.

Solomonster reviews WWE Smackdown with breaking news on Rhea Ripley's status for Summerslam and an interim champion to be crowned, plus a MAJOR stipulation added to the Saturday Night's Main Event tag team match with Cody Rhodes and CM Punk against Gunther and Sami Zayn.Support my sponsors this week by using the links below!BETTERHELP ▶ Sign up and get 10 PERCENT OFF your first month at http://www.betterhelp.com/solomonster to start being your best self. Thanks to BetterHelp for sponsoring this week's episode!EXPRESSVPN ▶ Get an extra FOUR MONTHS FREE of the #1 trusted VPN at http://www.expressvpn.com/solomonster***Follow Solomonster on X (formerly Twitter) for news and opinion:http://x.com/solomonsterSubscribe to the Solomonster Sounds Off on YouTube:https://www.youtube.com/user/TheSolomonster?sub_confirmation=1Become a Solomonster Sounds Off Channel Member:https://www.youtube.com/channel/UC9jcg7mk93fGNqWPMfl_Aig/join

The Award Travel 101 crew kicked off Episode 181 by discussing one of the week's hottest travel deals: Norse Atlantic's $118 one-way fare from Orlando to London Gatwick. While the price grabbed plenty of attention, the hosts reminded listeners to look beyond the headline fare, noting Norse's low-cost model means extra fees for amenities that many travelers expect. They also covered several major developments in the points and miles world, including American Airlines quietly increasing award prices on certain Japan Airlines partner flights, an enhanced World of Hyatt credit card welcome offer, a wave of valuable Amex Offers for hotels and travel, and Marriott's latest award pricing increase. Angie and Cameron also shared updates on their own points-earning progress and upcoming travel plans, including schedule changes, hotel decisions, and new credit card bonuses.The main discussion centered on whether booking hotels directly with points is still the best strategy as hotel loyalty programs continue to devalue their currencies. Using real-world examples from Marriott, Hilton, and Hyatt, the hosts compared direct award bookings against Chase Travel, Capital One Travel, Citi Travel, and American Express Travel. In many cases, travel portals—especially when paired with annual travel credits, Points Boost, Fine Hotels + Resorts, or The Edit benefits—required significantly fewer transferable points than booking directly, particularly for Marriott and Hilton stays. Hyatt remained the notable exception, where transferring Chase Ultimate Rewards to Hyatt often continued to provide the strongest value. The episode concluded by encouraging listeners to think beyond traditional award bookings, weigh elite benefits and earnings when comparing options, and wrapped up with a practical international travel tip: always pay in the local currency when using a credit card abroad and avoid Euronet ATMs, which typically offer poor exchange rates.Episode Links:American Partner awards increaseHyatt personal card increased offerAmex Hotel OffersMarriott award rates are increasingWhere to Find UsThe Award Travel 101 Facebook Community.To book time with our team, check out Award Travel 1-on-1.You can also email us at 101@award.travelBuy your Award Travel 101 Merch hereReserve tickets to our Late Summer 2026 Meetup in Milwaukee now. award.travel/mke2026Our partner CardPointers helps us get the most from our cards. Signup today at https://cardpointers.com/at101 for a 30% discount on annual and lifetime subscriptions! Lastly, we appreciate your support of the AT101 Podcast/Community when you signup for your next card!Technical note: Some user experience difficulty streaming the podcast while connected to a VPN. If you have difficulty, disconnect from your VPN.  

This week, the AI clown car somehow shifted into another gear. Apple is suing OpenAI over alleged trade-secret theft, newspapers accuse ChatGPT of training on stolen journalism while asking a judge to sanction the company, Anthropic is out here marketing AI with what looks like a feature-length anxiety attack, and Meta managed to launch—and kill—a creepy AI photo feature in less time than it takes to binge The Bear. Meanwhile, AI Appreciation Day wants you to thank the machines, but we'd rather thank the people still creating actual art while the rest of Silicon Valley burns cash convincing us the next chatbot is definitely different this time.Outside the AI bubble, the rest of the tech industry isn't exactly inspiring confidence. Volkswagen is cutting back on its lineup, New York paused new AI data centers before the electrical grid hits its limit, Europe and the UK are getting serious about keeping kids off social media, and publishers are finally realizing maybe feeding Google's AI isn't the best business move after all. Add in surveillance companies sulking over lost police contracts, lawsuits claiming Meta let algorithms decide who gets fired, smart glasses disqualifying cyclists, and a new pile of orbital junk threatening the satellites we depend on, and it's another reminder that "move fast and break things" eventually leaves you ankle-deep in broken glass.Of course, we still made time for the important stuff: Project Hail Mary, Black Bag, the return of Middle-earth with The Hunt for Gollum and rumors that OpenAI's "revolutionary” gadget might just be a smart speaker with delusions of grandeur. Throw in digital piano repairs, anti-data-center lawn signs, AI trying to sell solar panels, too much stuff at Downtown Disney, and you get another week where reality out-satirizes satire itself. As always, never build your house in someone else's backyard, and maybe don't let the chatbot build it either.Sponsors:CleanMyMac - Get Tidy Today! Try 7 days free and use code OLDGEEKS for 20% off at clnmy.com/OLDGEEKSDeleteMe - Get 20% off your DeleteMe plan when you go to JoinDeleteMe.com/GOG and use promo code GOG at checkout.Private Internet Access - Go to GOG.Show/vpn and sign up today. For a limited time only, you can get OUR favorite VPN for as little as $2.03 a month.SetApp - With a single monthly subscription you get 240+ apps for your Mac. Go to SetApp and get started today!!!1Password - Get a great deal on the only password manager recommended by Grumpy Old Geeks! gog.show/1passwordShow notes at https://gog.show/755Watch on YouTube at https://youtu.be/Vv2W5OCBXR4SHOW NOTESVolkswagen will dramatically shrink its model lineup and factory footprintElon Musk Could Still Face Criminal Charges for Trying to Bribe Voters in WisconsinEurope takes step toward social media ban for kidsThe UK Is Planning a Social Media Curfew for 16- and 17-Year-OldsOnce Unimaginable, Publishers Are Preparing to Opt Out of Google SearchWhat are your plans for AI Appreciation Day?New Anthropic Ad Implies AI Could Kill Us AllThe Public Got So Mad at Meta's New AI Photo Tool That It's Scrapped AlreadyFlock Says ‘We Hope to Resume' Work With LAPD After Getting DroppedApple sues OpenAI over alleged trade secret theftApple F*cking Did It: One Month With Siri AIOpenAI faces sanctions bid as newspapers say ChatGPT was trained on stolen newsA Majority of Americans Now Support Seizing Wealth From AI IndustryNew York enacts first US ban on data center constructionAstronomers Found a Hidden Swarm of Space Junk Threatening Earth's Most Valuable OrbitLawsuit claims Meta's layoff decisions were made by AI, not humansJudge dismisses lawsuit accusing Apple of failing to stop CSAM on iCloudSmart Glasses Just Got a Pro Cyclist Nixed From a RaceProject Hail MaryGood Luck, Have Fun, Don't DieThe New ‘Lord of the Rings' Film Gets an Epic Filming AnnouncementBlack BagPhilips offers free replacements after update bricked smart lighting hubsWaze rolls out new AI features including Motorcycle and 'Less Chatty' modesThe OpenAI Mystery Device Will Reportedly Be Basically Just a Smart SpeakerPhoebe Gates' AI shopping app Phia reportedly claimed unearned affiliate sales through fake clicksThe End of Reading Is HereDave BittnerThe CyberWireHacking HumansCaveatControl LoopOnly Malware in the Building‘The Mandalorian and Grogu' Is Finally Coming HomeDave Kendall, Creator and Host of MTV's 120 Minutes, Has DiedSam Neill, Jurassic Park Star, Dies at 78The DishSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

En este episodio del iSenaCode Live, analizamos las noticias más importantes de la semana en el mundo Apple y la inteligencia artificial. Apple prepara una auténtica revolución con la llegada de la IA local al iPhone, las primeras pruebas con Qwen en el futuro iPhone 17 Pro, los nuevos rumores del iPad mini con pantalla OLED y las filtraciones del esperado iPhone Ultra, el primer plegable de la compañía.También debatimos sobre el sorprendente lanzamiento de Codex Micro, el primer hardware de OpenAI, el misterioso altavoz inteligente con ChatGPT previsto para 2027, la demanda de Apple contra OpenAI por el supuesto robo de secretos comerciales y la alianza entre Apple e Intel para fabricar chips en Arizona.Además repasamos cómo Claude ya puede utilizar tus credenciales de 1Password, la ofensiva de la Unión Europea contra el scroll infinito de Instagram y Facebook, el récord histórico de Apple TV+ con 87 nominaciones a los Premios Emmy 2026 y todas las implicaciones que estas noticias tendrán para el futuro del ecosistema Apple.Si te apasionan los iPhone, Apple Intelligence, la inteligencia artificial, los Mac, los iPad y la actualidad tecnológica, este episodio viene cargado de análisis, opinión y debate.

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金融恐怖份子 本集節目由【NordVPN】贊助 現在搜尋 https://nordvpn.com/gooaye 或結帳時輸入股癌的專屬優惠碼【gooaye】 購買2年方案＋送四個月一個月只要一杯咖啡的價格就能取得VPN服務還有30天試用期， 不滿意可隨時取消 #NordVPN 股癌傳送門：https://linktr.ee/gooaye -- Hosting provided by SoundOn

Podcast: Industrial Cybersecurity InsiderEpisode: Trust But Verify: Why Every Air-Gap Claim Deserves ScrutinyPub date: 2026-07-14Get Podcast Transcript →powered by Listen411 - fast audio-to-text and summarizationThis week we're bringing back one of our most requested episodes, because the problem it covers hasn't gone away.Dino and Jim break down one of the most dangerous assumptions in industrial security: that OT environments are air-gapped and therefore safe. Through real examples from actual plant floors, they show exactly how that assumption falls apart, from cellular modems inside machine centers to third-party technicians on guest Wi-Fi to VPN concentrators IT doesn't know exist, and explain why the gap between IT and OT teams is just as much an organizational problem as a technical one. They also get into why point-in-time assessments aren't enough, where zero trust runs into its limits in industrial settings, and what continuous visibility on the plant floor actually looks like. If you're responsible for securing manufacturing or critical infrastructure, this one is as relevant today as when it was first recorded.Chapters:(00:00:00) - The Air Gap Myth: Introduction(00:03:00) - How OT Devices End Up Connected Without IT Knowing(00:07:00) - Why Plant Managers Bypass IT Security(00:12:00) - The Compliance and Insurance Stakes(00:15:00) - Why Zero Trust Struggles in OT Environments(00:17:00) - Bringing in Outside Experts to Find the Truth(00:20:00) - Supply Chain and Hidden Connectivity(00:24:00) - What Visibility Tools Reveal on the Plant Floor(00:26:00) - Wrap-Up: Trust But Verify, Then Monitor ContinuouslyLinks And Resources:Want to Sponsor an episode or be a Guest? Reach out here.Industrial Cybersecurity Insider on LinkedInCybersecurity & Digital Safety on LinkedInBW Design Group CybersecurityDino Busalachi on LinkedInCraig Duckworth on LinkedInThanks so much for joining us this week. Want to subscribe to Industrial Cybersecurity Insider? Have some feedback you'd like to share? Connect with us on Spotify, Apple Podcasts, and YouTube to leave us a review!The podcast and artwork embedded on this page are from Industrial Cybersecurity Insider, which is the property of its owner and not affiliated with or endorsed by Listen Notes, Inc.

Unify identity and network access controls. Enforce least privilege access across every app and resource. Wire lifecycle workflows directly to your HR system to strip stale permissions on role changes, gate sensitive data behind biometric step-up verification, and replace your VPN with per-app, identity-scoped access that revokes tokens the moment risk spikes. Secure AI usage at every layer. Block confidential data from reaching public AI tools and stop adversarial prompt injections before your agents process them. John Damon, Microsoft Entra Suite Senior Product Manager, shares how to lock down identity, network access, and AI usage from a single control plane.  ► QUICK LINKS: 00:00 - Identity and network controls 00:45 - Lifecycle Workflows 01:28 - Verified ID with Face Check 02:15 - Request access for direct reports 03:17 - Global Secure Access + Token Revocation 04:32 - Secure AI usage 06:20 - Network DLP / ChatGPT Block 07:12 - Prompt Injection Protection 08:31 - Wrap up  ► Link References Check out our related deep dives at https://aka.ms/EntraSuitePlaylist For more information, go to https://aka.ms/EntraSuite ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/ • Enjoy us on Instagram: https://www.instagram.com/msftmechanics/ • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics

Solomonster reviews WWE Raw with Roman Reigns and Seth Rollins signing the contract for their Summerslam title match, Penta gets a challenger for his Intercontinental title and Paul Heyman seemingly wants nothing to do with The Vision anymore.  Can you blame him?Support my sponsors this week by using the links below!BETTERHELP ▶ Sign up and get 10 PERCENT OFF your first month at http://www.betterhelp.com/solomonster to start being your best self. Thanks to BetterHelp for sponsoring this week's episode!EXPRESSVPN ▶ Get an extra FOUR MONTHS FREE of the #1 trusted VPN at http://www.expressvpn.com/solomonster***Follow Solomonster on X (formerly Twitter) for news and opinion:http://x.com/solomonsterSubscribe to the Solomonster Sounds Off on YouTube:https://www.youtube.com/user/TheSolomonster?sub_confirmation=1Become a Solomonster Sounds Off Channel Member:https://www.youtube.com/channel/UC9jcg7mk93fGNqWPMfl_Aig/join

Treasury sanctions a VPN provider tied to ransomware. The Pentagon hits pause on CMMC audits. Critical flaws surface in Google Cloud's Dialogflow CX. Estée Lauder discloses a data breach. Mobile networks become a battlefield for tracking U.S. personnel. Australia calls out Big Tech over child safety. SAP patches critical bugs. CISA flags an actively exploited Cisco flaw. And the federal government accelerates AI investments. Our guest is Bogdan Botezatu, Senior Director, Threat Research and Reporting at Bitdefender, talking about Cyberthreats to Journalists and Influencers. AI costs savings come at a price. Remember to leave us a 5-star rating and review in your favorite podcast app. Miss an episode? Sign-up for our daily intelligence roundup, Daily Briefing, and you'll never miss a beat. And be sure to follow CyberWire Daily on LinkedIn. CyberWire Guest Today we are joined by Bogdan Botezatu, Senior Director, Threat Research and Reporting at Bitdefender, is talking about "Targeting the Messengers: Cyberthreats to Journalists and Influencers," their awareness campaign designed to address the escalating digital and reputational risks faced by media professionals in hostile environments. Selected Reading US sanctions VPN, malware providers for enabling ransomware attacks (Bleeping Computer) Pentagon announces 'immediate suspension' of CMMC Phase II mandates (Breaking Defense) Google Cloud Dialogflow CX vulnerability allowed AI agent hijacking | brief  (SC Media) Estée Lauder Companies Reports Data Breach Exposing Health Records and SSNs (Beyond Machines) US military targeted in Iran war phone-tracking campaign (Financial Times) Australia finds serious gaps in Big Tech response to online child sexual abuse (Reuters) SAP warns of critical flaws in NetWeaver and Commerce Cloud (Bleeping Computer) CISA adds Cisco IOS flaw to known exploited vulnerabilities catalog | brief (SC Media) Federal AI Projects Get Priority in TMF Funding Dash (GovInfo Security) Companies Are Throttling Employees' AI Use Because It's Too Expensive (404 Media) Share your feedback. What do you think about CyberWire Daily? Please take a few minutes to share your thoughts with us by completing our brief listener survey. Thank you for helping us continue to improve our show. Want to hear your company in the show? N2K CyberWire helps you reach the industry's most influential leaders and operators, while building visibility, authority, and connectivity across the cybersecurity community. Learn more at sponsor.thecyberwire.com. The CyberWire is a production of N2K Networks, your source for strategic workforce intelligence. © N2K Networks, Inc. Learn more about your ad choices. Visit megaphone.fm/adchoices

The second half of our streaming guide moves from services to the boxes, sticks, smart TVs, antennas, and oddball gadgets that actually get video onto your screen.Roku remains one of the most affordable and widely supported streaming hardware options, with both boxes and sticks available. It began as the original Netflix streamer, but today its biggest advantages are interface preference, ecosystem familiarity, and broad app support.Fire TV sticks and boxes make the most sense for people already deep in Amazon's ecosystem, especially if they use Prime Video and add-on channels heavily. The Fire TV Cube also gets praise as an easy “hotel-like” setup for guests, with strong voice-control features.Apple TV is the easiest recommendation for people already using iPhones, Macs, and iPads. Its ecosystem integration makes passwords, purchases, authentication, and playback smoother, and older Apple TVs can remain useful for years.Chromecast is gone as a hardware brand, replaced by the Google TV Streamer. It is a good fit for people invested in Google, YouTube, YouTube TV, and Android, though Google's TV hardware strategy has been less consistent than Roku, Fire TV, or Apple TV.The NVIDIA Shield TV remains the power-user option for gamers, tinkerers, VPN users, and people who want more control over their streaming box. It has not been substantially updated since 2019, but it still works well, even if it is starting to show its age.Game consoles can still stream video, but Sony and Microsoft have mostly moved away from treating them as primary TV boxes. The crew also gives a farewell nod to retired or fading hardware like TiVo and Microsoft's old TV ambitions.The Xumo Stream Box from Comcast and Charter may be worth considering for internet subscribers who can get it free or discounted. It can replace some traditional cable-box use cases while still offering access to streaming apps.Many viewers simply use the apps built into their smart TVs, and that can work fine as long as performance holds up. Samsung's Tizen, LG's webOS, Roku TV, Fire TV, Google TV, Vizio's SmartCast, and TiVo OS all get a rundown, with the main advice being to consider long-term speed, app support, and whether you may eventually want a separate streaming box.For over-the-air broadcast TV, devices like HDHomeRun and Tablo can turn an antenna into a networked live-TV and DVR system. Amos explains his HDHomeRun Quattro setup feeding Plex for local DVR recordings like Saturday Night Live, NASCAR, major sports, and local news during severe weather.Amos also points out that Alaska's over-the-air TV can sometimes be delayed or degraded because local signals are rebroadcast by satellite. That means streaming apps can occasionally be ahead of the antenna feed, proving once again that every “simple” TV setup has an exception hiding somewhere.The crew closes by talking about how they actually choose what to watch now that almost everything is available somewhere. Brian compares modern TV to a book-club experience, Tom breaks down different household viewing use cases, and Amos describes his viewing as deliberate, focused, and ad-free whenever possible.Website: https://cordkillers.comEmail: cordkillers@gmail.comLive Tuesdays at 5:30 PM Eastern / 2:30 PM Pacific: https://twitch.tv/nightattack https://youtube.com/modernrogue Hosted on Acast. See acast.com/privacy for more information.

The Double-Edged Sword that is VPN... by Nick Espinosa, Chief Security Fanatic

The second half of our streaming guide moves from services to the boxes, sticks, smart TVs, antennas, and oddball gadgets that actually get video onto your screen.Roku remains one of the most affordable and widely supported streaming hardware options, with both boxes and sticks available. It began as the original Netflix streamer, but today its biggest advantages are interface preference, ecosystem familiarity, and broad app support.Fire TV sticks and boxes make the most sense for people already deep in Amazon's ecosystem, especially if they use Prime Video and add-on channels heavily. The Fire TV Cube also gets praise as an easy “hotel-like” setup for guests, with strong voice-control features.Apple TV is the easiest recommendation for people already using iPhones, Macs, and iPads. Its ecosystem integration makes passwords, purchases, authentication, and playback smoother, and older Apple TVs can remain useful for years.Chromecast is gone as a hardware brand, replaced by the Google TV Streamer. It is a good fit for people invested in Google, YouTube, YouTube TV, and Android, though Google's TV hardware strategy has been less consistent than Roku, Fire TV, or Apple TV.The NVIDIA Shield TV remains the power-user option for gamers, tinkerers, VPN users, and people who want more control over their streaming box. It has not been substantially updated since 2019, but it still works well, even if it is starting to show its age.Game consoles can still stream video, but Sony and Microsoft have mostly moved away from treating them as primary TV boxes. The crew also gives a farewell nod to retired or fading hardware like TiVo and Microsoft's old TV ambitions.The Xumo Stream Box from Comcast and Charter may be worth considering for internet subscribers who can get it free or discounted. It can replace some traditional cable-box use cases while still offering access to streaming apps.Many viewers simply use the apps built into their smart TVs, and that can work fine as long as performance holds up. Samsung's Tizen, LG's webOS, Roku TV, Fire TV, Google TV, Vizio's SmartCast, and TiVo OS all get a rundown, with the main advice being to consider long-term speed, app support, and whether you may eventually want a separate streaming box.For over-the-air broadcast TV, devices like HDHomeRun and Tablo can turn an antenna into a networked live-TV and DVR system. Amos explains his HDHomeRun Quattro setup feeding Plex for local DVR recordings like Saturday Night Live, NASCAR, major sports, and local news during severe weather.Amos also points out that Alaska's over-the-air TV can sometimes be delayed or degraded because local signals are rebroadcast by satellite. That means streaming apps can occasionally be ahead of the antenna feed, proving once again that every “simple” TV setup has an exception hiding somewhere.The crew closes by talking about how they actually choose what to watch now that almost everything is available somewhere. Brian compares modern TV to a book-club experience, Tom breaks down different household viewing use cases, and Amos describes his viewing as deliberate, focused, and ad-free whenever possible.Website: https://cordkillers.comEmail: cordkillers@gmail.comLive Tuesdays at 5:30 PM Eastern / 2:30 PM Pacific: https://twitch.tv/nightattack https://youtube.com/modernrogue Hosted on Acast. See acast.com/privacy for more information.

This show has been flagged as Explicit by the host. SUMMARY The presenter outlines a practical cybersecurity workflow, covering ergonomic setups, browser isolation, virtual machine troubleshooting, AI-assisted scripting, and network tunneling methods utilized during active security assessments. ONE-SENTENCE TAKEAWAY Isolate browser environments, utilize automation scripts, and verify network paths before starting security tests to avoid workflow interruptions. TOOLS Talon Voice – Open-source voice recognition software enabling hands-free computer control and command execution. Obsidian – Local-first markdown note-taking application supporting secure, AI-friendly knowledge management. AutoHotkey – Windows scripting utility for creating custom macros and remapping keyboard inputs. Chrome Debug Commands – Browser developer tools allowing direct inspection of extensions, cookies, and storage. Whisper Diarization – Audio processing script that separates speaker tracks and converts recordings to searchable text. Hyper-V / WSL – Microsoft virtualization platforms enabling isolated guest environments and Linux subsystem integration. OpenConnect / OpenVPN – Command-line tunneling clients used for establishing secure, split-tunnel network connections. Jamboree Framework – Portable PowerShell environment that dynamically provisions development tools without altering system paths. MOBA Portable – Feature-rich terminal emulator supporting static/dynamic tunnels, auto-reconnect, and embedded X-server capabilities. Nmap – Network discovery and security auditing tool utilized for comprehensive port scanning and service detection. 00:00:00 Ergonomic Workspace Configuration Configures physical workstation elements to reduce strain during extended testing sessions. Proper alignment prevents repetitive stress injuries while maintaining focus on technical tasks. Monitor Positioning – Displays should align with eye level to maintain neutral neck posture; the speaker notes their curved 49-inch screen sits slightly high due to chair adjustments. Split Keyboard Layout – Utilizes a Freestyle 2 mechanical keyboard, allowing natural shoulder-width arm placement and reducing wrist deviation during prolonged typing. Postural Adaptation – Acknowledges that ergonomic equipment requires matching body alignment; elbow rests should sit between hip and shoulder height for optimal leverage. 01:45:00 Voice Control & Note Synchronization Utilizes auditory input methods and localized knowledge bases to streamline documentation workflows. Separating secure work notes from casual observations prevents data contamination. Talon Voice Integration – Runs continuously to handle navigation, text entry, and application switching without manual keyboard interaction. Obsidian Migration – Transitions from cloud-based keep apps to local markdown files, enabling direct querying by local AI models while maintaining offline accessibility. Note Categorization – Divides information into secure work records and insecure personal logs, ensuring clean data pipelines for future retrieval and analysis. 03:50:00 Browser Extension Management & Security Isolation Separates web browsing activities from primary work processes to minimize attack surfaces. Running dedicated user profiles prevents plugin conflicts and credential leakage. Jailed User Accounts – Creates restricted system profiles that only launch the browser, isolating extensions from core workstation operations. Shared Folder Synchronization – Establishes a single directory path bridging work and browsing users, allowing seamless file transfers without cross-contamination. Extension Audit Process – Leverages Chrome debug commands to enumerate installed plugins, verifying functionality before deployment on target networks. 06:15:00 Training Optimization & Audio Processing Accelerates mandatory compliance viewing through speed manipulation and automated transcription. Converting video content into searchable text enables rapid information retrieval. Global Speed Control – Increases playback rates up to sixteen times normal speed, drastically reducing time spent on repetitive corporate training modules. Whisper Diarization Pipeline – Downloads video tracks, separates speaker voices, and generates timestamped transcripts for quick reference during assessments. Download Management – Employs multi-threaded swarm downloaders and classic turbo managers to handle bulk media retrieval without interrupting active workflows. 10:40:00 Virtualization & Network Tunneling Protocols Establishes isolated testing environments using Windows virtual machines while managing connectivity constraints. Proper session handling prevents unexpected disconnections during remote engagements. Enhanced Session Mode – A Hyper-V feature providing higher resolution and shared clipboard functionality; disabling it is required before initiating certain VPN clients to avoid routing conflicts. Split Tunneling Mechanics – Routes specific traffic through the virtual network while keeping local resources accessible, preventing complete internet loss during connection tests. Certificate Verification – Identifies self-signed SSL mismatches early in the process, documenting them as preliminary findings before proceeding with authentication steps. 15:30:00 Macro Automation & Input Remapping Remaps frequently used keyboard shortcuts to reduce physical strain and accelerate command execution. Running scripts with elevated privileges ensures reliable input registration across virtual environments. Caps Lock Repurposing – Converts the caps lock key into a primary modifier, assigning copy/paste functions to adjacent letters for faster workflow navigation. Physical Typing Macros – Simulates keystrokes with deliberate delays, allowing seamless data entry into restricted VM consoles that block standard clipboard operations. Administrator Execution Requirement – Highlights that macro scripts must run with elevated privileges to successfully inject inputs across different desktop sessions. 20:15:00 Portable Development Environments & Python Management Deploys lightweight scripting frameworks that dynamically provision necessary tools without modifying host configurations. Verifying package contents prevents dependency conflicts during testing. Jamboree Framework – A PowerShell-driven utility that downloads and configures development stacks on demand, resetting environment variables to maintain system cleanliness. NuGet Package Filtering – Queries Microsoft's repository API to retrieve specific Python versions, ensuring compatibility with legacy tunneling scripts. Binary Verification Process – Checks extracted archives for bundled pip.exe or pip3.exe executables, eliminating manual module installation steps during rapid deployments. 28:40:00 AI-Assisted Scripting & Debugging Workflows Generates and refines PowerShell functions through iterative conversational prompts. Validating AI output against actual system behavior prevents silent configuration errors. Vibe Coding Approach – Relies on continuous feedback loops with language models to draft, minimize, and debug automation scripts in real-time. Parameter Standardization – Enforces strict formatting rules for PowerShell commands, avoiding hardcoded paths and ensuring cross-environment compatibility. Temporary Storage Management – Monitors extraction directories to prevent disk saturation, redirecting large package downloads away from constrained system partitions. 35:10:00 Terminal Emulation & Advanced Tunneling Strategies Facilitates complex network routing through dedicated terminal applications. Configuring dynamic and static tunnels enables reliable reverse connections for remote assessments. MOBA Portable Configuration – Utilizes an INI-based tunnel manager that automatically maintains connections across changing IP addresses or Wi-Fi networks. Reverse Shell Routing – Establishes outbound channels back to the tester, then proxies all subsequent traffic through those connections for consistent monitoring. Proxy Chain Integration – Forces non-proxy-aware applications to route through Burp Suite or custom interceptors using Windows utility wrappers like Priboxy. 42:30:00 Final Connectivity Testing & Engagement Wrap-Up Executes comprehensive port scans to verify target accessibility before documenting findings. Acknowledging workflow detours ensures realistic time management during active engagements. Nmap Verification – Runs full-port scans with verbose output to confirm host responsiveness and identify open services prior to credential testing. Connection Refusal Documentation – Captures screenshot evidence of failed routing attempts, providing clear proof of network restrictions for client reporting. Workflow Reflection – Recognizes that exploratory debugging adds value but requires time boundaries; balancing thoroughness with engagement scope maintains professional efficiency. Provide feedback on this episode.

Le journaliste a été placé en garde à vue dans le cadre d'une enquête sur des contenus numériques jugés diffamatoires, injurieux et outrageux. « Comment le Maroc resserre l'étau autour de ses critiques de l'étranger », titre Afrik.com, qui rappelle que ce journaliste appartient à une génération « qui a incarné l'espoir d'une presse marocaine affranchie des communiqués officiels ». Le site fait le lien entre cette arrestation et deux affaires similaires. L'interdiction de sortie de territoire de l'historien franco-marocain Maâti Monjib, et la condamnation au début de l'année de Zineb El Kharroubi, figure franco-marocaine du collectif Gen Z 212. Elle avait été arrêtée à l'aéroport de Marrakech alors qu'elle rendait visite à sa famille. « L'aéroport est devenu le lieu où se joue le sort des voix critiques, qu'on les empêche d'en sortir ou qu'on les cueille à l'arrivée », s'inquiète Afrik.com. Et la presse marocaine de répondre : « Nul n'est au-dessus de la loi, et le Maroc ne craint personne ». C'est ce qu'écrit le site La Relève, qui poursuit : « Le Maroc ne sera intimidé par personne, quels que soient son nom, sa nationalité, ses soutiens ou ses connexions ». Une perquisition fait réagir la presse à Madagascar C'était la semaine dernière à Ambohibao, en périphérie d'Antananarivo. Des hommes encagoulés, affirmant agir sur ordre de la présidence, ont fait irruption au domicile de ressortissants chinois. Mais au plus haut sommet de l'État, on parle d'imposteurs. « État de non-droit », titre Midi-Madagasikara. « Ce qui s'est passé à Ambohibao jeudi dernier risque de ternir l'image du régime en place », lance le quotidien. « Les citoyens malagasy attendent un rebondissement, ne serait-ce que pour savoir s'il y a eu prise de responsabilité afin de sanctionner ceux qui ont participé à cette opération » poursuit le journal, pour qui « il est peut-être question d'abus de pouvoir, d'usurpation de titre et de fonction et de vol ». À lire aussiMadagascar: des perquisitions polémiques embarrassent le pouvoir Cinq mois de suspension des réseaux sociaux au Gabon « Déjà 145 jours sans réseaux sociaux », se lamente Info241. Il y a 5 mois, la Haute Autorité de la communication décrétait cette suspension, sur fond notamment de lutte contre la diffamation et la diffusion de contenus haineux. « Cinq mois plus tard, poursuit Info241, ce qui était présenté comme une mesure d'urgence ressemble de plus en plus à une privation durable ». Le site s'alarme surtout de l'absence de réaction politique et de la société civile. « Même les institutions censées défendre les libertés publiques donnent l'impression d'avoir accepté une normalité impossible : celle d'un pays où les citoyens doivent ruser pour accéder à Facebook, Tiktok, Whatsapp, Youtube ou d'autres plateformes. » Cette ruse, c'est notamment l'utilisation des VPN. Gabonreview revient justement sur cette pratique, dans un article intitulé « Cinq mois de silence numérique : quand le remède devient le poison ». Le site donne la parole à plusieurs acteurs de la société civile qui, en plus de dénoncer une « méthode répressive globale », s'inquiètent d'une « recrudescence alarmante de cyberattaques ». « La suspension aurait produit l'exact contraire de l'effet recherché », écrit Gabonreview. À lire aussiGabon: un collectif d'associations dénonce le piratage de groupes WhatsApp Afrique du Sud : enquête sur des vols de câbles électriques « Des réseaux criminels occultes couperaient les lignes électriques pour forcer les quartiers désespérés de Johannesburg à verser des pots-de-vin illégaux pour des réparations de base », lance le Daily Maverick. Des arnaques à l'électricité qui suscitent l'indignation, et qui révèlent, selon des conseillers municipaux cités par le Daily Maverick, l'incompétence de la compagnie d'électricité. Le journal donne la parole à de nombreux riverains, comme ce propriétaire d'immeuble qui vit sans courant depuis plus d'un mois. City Power, le gestionnaire du réseau « ne dispose pas des pièces détachées pour effectuer les réparations », explique-t-il. Alors il a dû les acheter lui-même, moyennant 7 000 rands (près de 400 euros). « Mais à ce jour, son immeuble est toujours privé d'électricité. »

Wes' brother's PC is toast, making this the perfect moment to switch him to Linux. If our ambitious plan doesn't scare him away first.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:Web Boost — Send us a boost via sats or USD

Kris and David return to discuss the (almost-)week that was March 7-12, 2003. Topics of discussion include:Kurt Angle delaying his neck surgery and dropping the WWE Heavyweight Title to Brock Lesnar at a SmackDown taping in Pittsburgh weeks before WrestleMania so they can have their title match at Mania proper.We also go into the rash of neck injuries that ravaged WWE in the early 2000s.The Triple H-Booker T feud with its constant racial overtones.Just why did The Rock wrestle Hurricane on Raw instead of Booker T?Triple H vs. Maven totally tanking the ratings on Raw and why that happened.Yuji Nagata and Manabu Nakanishi going the full 60 minutes on a big New Japan show in Nagoya.Dave Meltzer giving his thoughts on the epic Kenta Kobashi vs. Mitsuharu Misawa match at Budokan on 3/1, which aired on Nippon TV during our week.The 1970s NJPW feel of Zero-One in this era.XPW running a big show at the Golden Dome in Monaca, PA promoted by Shane Douglas in what would turn out to be the last show in the original incarnation of the promotion.Brad Siegel being forced to resign from Turner Broadcasting.The supposedly retired Vince Russo is still helping TNA with creative the shock of all shocks.Lollipop “accidentally” gets exposed, showing off her new implants on the week's NWA-TNA PPV.All of this and so much more on a really stout episode of Between the Sheets.Timestamps:0:00:00 WWE1:34:00 Int'l: AJPW, NJPW, NOAH, WJ, Zero-One, Capture, IWA Kokusai, Michinoku Pro, Osaka Pro, Toryumon, WEW, WMF, GAEA, EWP, All-Star (UK), Stampede, CMLL, Super Calo/Tepic, IWRG, Monterrey, Reynosa, Tijuana, & IWAPR2:35:24 Classic Commercial Break2:39:52 Halftime2:18:44 Other USA: USA Pro, CZW, Chikara, XPW, MarylandCW, NWA Wildside, MXPW, IWAMS, USACW, Rev Pro, Portland, & Brad Siegel4:05:41 NWA-TNATo support the show and get access to exclusive rewards like special members-only monthly themed shows, go to our Patreon page at Patreon.com/BetweenTheSheets and become an ongoing Patron. Becoming a Between the Sheets Patron will also get you exclusive access to not only the monthly themed episode of Between the Sheets, but also access to our new mailbag segment, a Patron-only chat room on Slack, and anything else we do outside of the main shows!If you're looking for the best deal on a VPN service—short for Virtual Private Network, it helps you get around regional restrictions as well as browse the internet more securely—then Private Internet Access is what you've been looking for. Not only will using our link help support Between The Sheets, but you'll get a special discount, with prices as low as $1.98/month if you go with a 40 month subscription. With numerous great features and even a TV-specific Android app to make streaming easier, there is no better choice if you're looking to subscribe to My AEW and other region-locked services.For the best in both current and classic indie wrestling streaming, make sure to check out IndependentWrestling.tv and use coupon code BTSPOD for a free 5 day trial! (You can also go directly to TinyURL.com/IWTVsheets to sign up that way.) If you convert to a paid subscriber, we get a kickback for referring you, allowing you to support both the show and the indie scene.To subscribe, you can find us on iTunes, Google Play, and just about every other podcast app's directory, or you can also paste Feeds.FeedBurner.com/BTSheets into your favorite podcast app using whatever “add feed manually” option it has.Advertising Inquiries: https://redcircle.com/brands

Kris and David return to discuss the (almost-)week that was March 7-12, 2003. Topics of discussion include:Kurt Angle delaying his neck surgery and dropping the WWE Heavyweight Title to Brock Lesnar at a SmackDown taping in Pittsburgh weeks before WrestleMania so they can have their title match at Mania proper.We also go into the rash of neck injuries that ravaged WWE in the early 2000s.The Triple H-Booker T feud with its constant racial overtones.Just why did The Rock wrestle Hurricane on Raw instead of Booker T?Triple H vs. Maven totally tanking the ratings on Raw and why that happened.Yuji Nagata and Manabu Nakanishi going the full 60 minutes on a big New Japan show in Nagoya.Dave Meltzer giving his thoughts on the epic Kenta Kobashi vs. Mitsuharu Misawa match at Budokan on 3/1, which aired on Nippon TV during our week.The 1970s NJPW feel of Zero-One in this era.XPW running a big show at the Golden Dome in Monaca, PA promoted by Shane Douglas in what would turn out to be the last show in the original incarnation of the promotion.Brad Siegel being forced to resign from Turner Broadcasting.The supposedly retired Vince Russo is still helping TNA with creative the shock of all shocks.Lollipop “accidentally” gets exposed, showing off her new implants on the week's NWA-TNA PPV.All of this and so much more on a really stout episode of Between the Sheets.Timestamps:0:00:00 WWE1:34:00 Int'l: AJPW, NJPW, NOAH, WJ, Zero-One, Capture, IWA Kokusai, Michinoku Pro, Osaka Pro, Toryumon, WEW, WMF, GAEA, EWP, All-Star (UK), Stampede, CMLL, Super Calo/Tepic, IWRG, Monterrey, Reynosa, Tijuana, & IWAPR2:35:24 Classic Commercial Break2:39:52 Halftime2:18:44 Other USA: USA Pro, CZW, Chikara, XPW, MarylandCW, NWA Wildside, MXPW, IWAMS, USACW, Rev Pro, Portland, & Brad Siegel4:05:41 NWA-TNATo support the show and get access to exclusive rewards like special members-only monthly themed shows, go to our Patreon page at Patreon.com/BetweenTheSheets and become an ongoing Patron. Becoming a Between the Sheets Patron will also get you exclusive access to not only the monthly themed episode of Between the Sheets, but also access to our new mailbag segment, a Patron-only chat room on Slack, and anything else we do outside of the main shows!If you're looking for the best deal on a VPN service—short for Virtual Private Network, it helps you get around regional restrictions as well as browse the internet more securely—then Private Internet Access is what you've been looking for. Not only will using our link help support Between The Sheets, but you'll get a special discount, with prices as low as $1.98/month if you go with a 40 month subscription. With numerous great features and even a TV-specific Android app to make streaming easier, there is no better choice if you're looking to subscribe to My AEW and other region-locked services.For the best in both current and classic indie wrestling streaming, make sure to check out IndependentWrestling.tv and use coupon code BTSPOD for a free 5 day trial! (You can also go directly to TinyURL.com/IWTVsheets to sign up that way.) If you convert to a paid subscriber, we get a kickback for referring you, allowing you to support both the show and the indie scene.To subscribe, you can find us on iTunes, Google Play, and just about every other podcast app's directory, or you can also paste Feeds.FeedBurner.com/BTSheets into your favorite podcast app using whatever “add feed manually” option it has.Advertising Inquiries: https://redcircle.com/brands

This is my first time opening with thoughts on TWO DIFFERENT IRISHMEN in Conor McGregor and Sheamus, but at least one of them isn't totally washed... plus, we had TWO MAJOR World championship changes this week in WWE and AEW, both of which will have big implications for their upcoming shows... Summerslam gets a boost and might there be a heel turn in the works for Cody Rhodes or CM Punk... Saturday Night's Main Event PREDICTIONS... the return of Hangman Adam Page on Collision... the WWE Hall of Famer undergoing brain surgery soon... and a DOUBLE DARK SIDE OF THE RING REVIEW on Jeff Jarrett and the battle for TNA Wrestling, including an epic burial of Dixie Carter.  Buckle up, this one's a doozy!Support my sponsors this week by using the links below!BETTERHELP ▶ Sign up and get 10 PERCENT OFF your first month at http://www.betterhelp.com/solomonster to start being your best self. Thanks to BetterHelp for sponsoring this week's episode!EXPRESSVPN ▶ Get an extra FOUR MONTHS FREE of the #1 trusted VPN at http://www.expressvpn.com/solomonster***Follow Solomonster on X (formerly Twitter) for news and opinion:http://x.com/solomonsterSubscribe to the Solomonster Sounds Off on YouTube:https://www.youtube.com/user/TheSolomonster?sub_confirmation=1Become a Solomonster Sounds Off Channel Member:https://www.youtube.com/channel/UC9jcg7mk93fGNqWPMfl_Aig/join

What are our favorite USA destinations? If you go for the AA elite status as your Hyatt milestone benefit, when does the AA status expire? We answered these questions and more on the Ask Us Anything hosted live on YouTube on June 3rd, 2026.(00:43) - Why does BILT still have “Coming Soon” for Blacklane and Blade BILT Cash redemptions after nearly 6 months? Sure feels like many of us are gonna have a glut of expiring, unusable BILT Cash at year's end… *sigh*(03:04) - What do you guys do for internet access on your phones when traveling abroad…pay for international service through your carrier, purchase a VPN, something else I maybe don't know about? HahaSee our GigSky posts here: https://frequentmiler.com/tag/gigsky/(11:41) - Curious what each of you would say are your top favorite Hyatt stays? I want to book a couple hotels for next year before Hyatt continues their devaluation rollout.(17:44) - ​​A question on credit card travel protections. If you use different credit cards for different parts of your trip (e.g., one for flights, another one for hotels, maybe a third for car rentals)(19:04) - ​I'm now at 4/24, so I want to apply for the 100K Chase Sapphire Preferred card for myself. Is being an authorized user on the card you want to apply for have any negative consequences?(20:25) - How does the Hyatt Milestone (100+ nights) reward for AA Platinum status for a year work? Does it give you LP to top you up to Platinum status? What's the process after that to earn Platinum Pro? (21:13) - Sorry if this has been asked before…..is there going to be another live podcast?? I really want to go if there will be another one! My vote is Omaha ;) Center of the country and not too far for anyone(22:10) - Do you have any advice for upgrading from Club World to First class on British Airways? Can it be done with Avios, or cash? You guys are the best!!! Thanks for all you do.(24:08) - On your latest coffee break, if you go for the AA elite status on your Hyatt milestone, when does the AA expire?Find our recent coffee break here: https://frequentmiler.com/which-hyatt-milestone-reward-should-i-pick-coffee-break-ep113-7-7-26/(27:08) - ​​Do you have any tips for how to get a Business card NLL offer from Amex?(31:40) - ​​Then my question would be what are your favorite USA destinations? Wouldn't that be a fantastic podcast?See Stephen's post about underrated US destinations here: https://frequentmiler.com/6-underrated-states-to-visit-for-a-domestic-vacation/(36:30) - ​What's the summer /2026 challenge ? Can we get India involved as a destination/layover /Stopover?(36:52) - ​​For Stephen and Tim — looking for their thoughts on the BILT ecosystem currently and how they use the new 2.0 cards ​​See the podcast episode where Greg and Nick shared their thoughts on Bilt here: https://frequentmiler.com/bilt-palladium-review-6-month-checkpoint-frequent-miler-on-the-air-ep364-6-26-26/(43:46) - Have any of you personally interacted with EES yet? How long was the delay leaving the eu? Is it less when leaving a smaller airport on a direct flight to a US destination?(46:13) - Would love to hear the teams experience with the Atmos Summit card and reaching status.(50:00) - Greg, what's the update for the Citi saga?(51:29) - Do you use any app to manage and monitor all the credit cards and their benefits or just use excel sheet?(56:00) - Stephen did you try the clam pizza?Visit https://frequentmiler.com/subscribe/ to get updated on in-depth points and miles content like this, and don't forget to like and follow us on social media.Music Credit – “swappin' back n' forth” by up @ nightMentioned in this episode:Visit FrequentMiler.com Did you know that Frequent Miller is also a website? At frequentMiller.com, you'll find all the latest deals, news about points, miles, and rewarding credit cards, the single best, Best Credit Cards page on the web, guides to all popular rewards programs, and many other terrific resources. If you'd like to get our posts sent to your email, go to frequentMiller.com/subscribe and sign up for free. https://frequentmiler.com/subscribe/Check out all of our other travel podcasts from around the worldThis podcast is part of Voyascape, a podcast network that brings together the world's best travel podcasts. You can find all of our podcasts from around the world at Voyascape.com. If you are interested in advertising or sponsored content on any of our shows you can find out more at the link below.Voyascape Podcast Network

 Episode 179 of Award Travel 101, hosted by Angie Sparks with moderator Mike Zaccheo, covers news on Delta's new "Miles Headstart" borrow-now-earn-later feature, an Alaska Atmos Rewards status match opportunity, and IHG discounts on new-hotel stays, alongside personal updates on card spend progress, upcoming trips (Punta Cana, Japan, the Milwaukee meetup), and Angie's Swiss rail and Ireland trip planning. The main segment spotlights Napa Valley as a destination, with both hosts sharing their own trip breakdowns — flights, hotel picks (Alila Napa Valley, Andaz Napa, Silverado Resort), wineries, and food recommendations like Ad Hoc and Mustard's. The episode wraps with a tip on chasing time-limited earning opportunities like the Newegg/Paze promotion before they disappear. Where to Find UsThe Award Travel 101 Facebook Community.To book time with our team, check out Award Travel 1-on-1.You can also email us at 101@award.travelBuy your Award Travel 101 Merch hereReserve tickets to our Late Summer 2026 Meetup in Milwaukee now. award.travel/mke2026Our partner CardPointers helps us get the most from our cards. Signup today at https://cardpointers.com/at101 for a 30% discount on annual and lifetime subscriptions! Lastly, we appreciate your support of the AT101 Podcast/Community when you signup for your next card!Technical note: Some user experience difficulty streaming the podcast while connected to a VPN. If you have difficulty, disconnect from your VPN.  

This week, the world finally discovers what we've been saying for years: Gen X wasn't forgotten—we were quietly keeping the entire damn machine running. New Census numbers show America's 45-to-64 crowd is shrinking fast, which means the people who know where all the bodies are buried (and why you never reboot that one production server) are disappearing without a replacement bench. Meanwhile, Meta continues its speedrun toward becoming history's most aggressively unlikeable company, staring down a potential $1.4 trillion lawsuit over social media addiction while simultaneously launching AI features that happily remix your Instagram photos unless you remember to opt out of Zuckerberg's latest privacy experiment. Because nothing says "we've learned our lesson" quite like doubling down.The AI circus somehow gets even weirder. Illinois actually passed meaningful AI safety legislation—an event so rare it qualifies as science fiction—while Sam Altman reportedly floated the idea of AI companies handing the U.S. government an ownership stake. Anthropic published another paper that's already inspiring breathless declarations that Claude is "thinking," because apparently matrix multiplication now counts as an inner monologue. Cloudflare finally decided websites shouldn't have to give away their content for free to AI crawlers, researchers discovered AI agents could consume enough electricity to make Google Search look like a bicycle generator, and Amazon's Mechanical Turk is being replaced by the very AI it spent two decades secretly training. Progress: where everyone works harder, gets paid less, and the power grid cries.Elsewhere in Tech Hell™, Waymo robotaxis turned San Francisco traffic into an even bigger parking lot, Google lost another multibillion-dollar antitrust appeal in Europe, the FCC found fresh ways to make internet bills less transparent, and Midjourney is demanding Hollywood explain its own AI habits in court. We also dig into a disturbing lawsuit involving Grok-generated abuse imagery and what it says about AI guardrails, explain how to stop Meta from feeding your Instagram into its latest AI experiments, discuss why tech workers increasingly feel AI isn't replacing them so much as making them miserable faster, and close things out with the usual Media Candy, Apps & Doodads, and library recommendations to help you survive another week inside the techno-dystopian fever dream we apparently call "the future."Sponsors:Private Internet Access - Go to GOG.Show/vpn and sign up today. For a limited time only, you can get OUR favorite VPN for as little as $2.03 a month.SetApp - With a single monthly subscription you get 240+ apps for your Mac. Go to SetApp and get started today!!!1Password - Get a great deal on the only password manager recommended by Grumpy Old Geeks! gog.show/1passwordShow notes at https://gog.show/754Watch on YouTube at https://youtu.be/xnhzMxu1JNASHOW NOTESAmerica's missing middle: The shrinking 45-64 populationMeta is facing $1.4 trillion in state lawsuits over social media addictionMeta just launched a new AI generator, Muse Image, and users are already pushing back over use of their photosIllinois Drops the Hammer on AI CompaniesOpenAI reportedly wants all AI companies to give the US government a stake in their businessesLawsuit: Man used Grok to make 7K sex images of stepdaughter, then shot himselfMidjourney wants the Hollywood studios that sued it to show the court how they use AIAnthropic Releases Paper About Claude's Mental ‘Workspace.' Don't Read It UncriticallyCloudflare will filter out web crawlers that serve AI companiesWhen It Comes to Energy Use, AI Agents Could Make Chatbots Look Like Pocket CalculatorsAmazon's ‘Artificial Artificial Intelligence' Is Being Eaten by AIDrivers Trapped for Hours in Hopeless Gridlock as Waymos Brick on Major HolidayGoogle loses final appeal over $4.7 billion EU Android antitrust fineFCC to end Biden-era rule that forces ISPs to list all their feesGetty Images is canceling its $3.7 billion Shutterstock merger due to UK restrictionsFootage Shows Cop Stalking Woman He Met on a TV Set After Surveilling Her With a License Plate ReaderMeta says it will disable the camera on its glasses if you tamper with the recording LEDMeta tests ‘super sensing' AI glasses that can capture every momentHow tech workers are feeling in 2026: a workforce splitting in twoSiloSugarDune: Part Three | Official TrailerAI golem Tilly Norwood is reportedly 'starring' in a feature-length movieLuckyNormalHow to claim a WhatsApp usernameHow to Stop Meta AI From Processing Your Instagram ContentGold Rush (First Contact) by Peter CawdronSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Angel Studios https://Angel.com/TODDYoung Washington is now in theaters across America. Join the Angel Guild today for $15/month and receive two free tickets to see Young Washington.Absolute Ministries https://AbsoluteMinistries.org/ToddYour gift helps people overcome addiction, find hope and purpose, and experience lasting change through a Christ-centered system of care. Together, we can support sustainable transformation that goes far beyond temporary sobriety. Alan's Soap https://AlansArtisanSoaps.com/ToddThe legacy continues for Ian and Alan with Alan's Artisan Soaps “John's Favorites” bundle.  Get one bar of each of John's favorites for only $28.99. Bulwark Capital https://KnowYourRiskPodcast.comRegister now for the FREE “Market Blind Spot" live webinar July 23rd at 3:30pm Pacific.Renue Healthcare https://Renue.Healthcare/ToddYour journey to a better life starts at Renue Healthcare. Visit https://Renue.Healthcare/Todd Bonefrog https://BonefrogCoffee.comGet the new limited release, The Sisterhood, created to honor the extraordinary women behind the heroes. Use code TODD at checkout to receive 10% off your first purchase and 15% on subscriptions.Episode Links:JUST NOW: FISA re-authorization has PASSED the House of Representatives, 261-111 This will extend FISA by six weeks. Seems like the only “bipartisan” bills in Congress nowadays are bills that screw over Americans.My bill to stop AI from telling kids to kill themselves just passed out of committee. UNANIMOUSLY. Time for the entire Senate to decide whether we fight for kids or corporationsEU plans VPN crackdown: New age ID system “cannot be bypassed” via VPNs. Couldn't stop illegal migration, but suddenly goes full North Korea on controlling what Europeans read online.Prego is selling a surveillance device that records your family dinner conversations and sends them to the Library of Congress. It sold out immediately.CNN: “Why would you be voting in California 2 years after moving to Michigan?”  MCMORROW: “Moving takes time.” CNN: "You had criticized a Twitter user in 2024 for voting in Michigan after moving to California, you called it illegal..." MCMORROW: “Yeah, absolutely." - State Senator, Mallory McCMorrow, Candidate for US Senate illegally voted in California. The GOP and DOJ now KNOW this. Will she be arrested with all that data?Senate Democrats just blocked a House-passed bill prohibiting the Federal Reserve from issuing a retail Central Bank Digital Currency. That's alarming considering the massive invasion of privacy and personal autonomy that a retail CBDC would present, What do they have in mind?Rep. Roy on the kill switch: "Do you really want to put that kind of data collection mandated inside every car? At what point is there just literally no privacy at all anywhere? A lot of Americans died to protect our Fourth Amendment rights so that we don't have government looking at our stuff."Flock's Gunshot Detection Microphones Will Start Listening for Human VoicesA Dominion contractor with two degrees, swore under oath in her affidavit after working 27 hours at Detroit's TCF Center that she witnessed MASSIVE amounts of clear election fraud involving late-night ballot dumps.  She detailed how her manager, Nick Economagunas (part owner of Dominion), ordered her there instead of the Detroit elections building.URGENT: New Digital ID Bill Ties Your Identity to Your Phone—and Everything You Do Online | Daily Pulse; A new Digital ID bill just crossed a line most people didn't see coming. Here's how it could take control of your phone… and what you can still do to protect yourself before it's too late.orig published 050626

Doomscrollin hosted by Sam Tripoli and Midnight MikePlease support our sponsors:Ultra: Ultra is the ultimate guilt-free pouch — delivering instant focus and mental clarity, without nicotine or caffeine. New customers can use code DOOM to get 15% off at Take Ultra dot com. That's  TakeUltra.com for 15% off with code DOOM. After you purchase, they will ask you where you heard about them. PLEASE support our show and tell them our show sent you.Data brokers profit from selling your personal information—but Cloaked helps you take it back. It monitors the dark web for exposed data and includes a built-in VPN, password manager, AI-powered spam call filtering, and up to $1 million in identity theft insurance. Go to Cloaked dot com slash DOOM for a free security scan and 30% off any Cloaked plan. Privacy isn't dead. It's Cloaked.Sam Tripoli's 5th Crowd Work Special "Hero Live From Batavia" Drops May 2nd On Youtube.com/SamTripoliComedyCheck out WordWarDebate.com for the next great debate event.Grab Tickets To Sam Tripoli's Live Shows At SamTripoli.com:Miami, FL:  7/30-8/1Lawerence, KS: 9/17-9/19Tulsa, OK: 10/9-10/10Austin, TX: Dec 11th-13thPlease check out Sam Tripoli's Linktree: https://linktr.ee/samtripoliPlease check out Midnight Mike's Internet:The OBDM Podcast Website: https://ourbigdumbmouth.com/Twitter: https://x.com/obdmpodCheck out the Naked Gardener's Band:The 3rd Pyramid Band - Topichttps://bit.ly/4fpNMMrPlease check out the content creators featured on this episode:1) World cup trophy reimagined in patagonia @ev_handd2) Seven point crown statue too coincidental @mr.miracle.official3) Venezuela earthquake fake kidnapping network exposed  @hotmomfits4) The bell adamec year drug revelation @human_history_on_drugs4) Foot juice convention health scare @TB4YPODCAST5)The single word that changes everything @cvnty_chanel6) Books written under totalitarian rule @stevenjreese7) Nineteen seventy three's year strange happenings @pastor.joshmcpherson8) Skate culture died twice and why @designculture.studio9) Gay or straight game show zingers @JCalixteTV10) Seeing eye thirteenth pillar secrets revealed @kcstayvigilant11) Statistics don't tell the whole safety story @linaseiche12) The fifth element unveiled from the ether @cultivateelev813) Waters deepest secret below surface light vanishes @hiddenplacesinamerica14) Red nose, slit eyes, big feet giants red @jakeshieldspod15) Talking dog spells words in Germany @brittantolford16) Nine years cycle unveiling hidden agenda @riaan_swiegelaar17) The history you've been lying to @igorkryan18) Racial win rates unmasked by python code @leo.taps19) W2Gay @cameronwhittyt20) An HOA's nightmare @djkrell21) Famous japanese outfielder large hobby @_johnfranklin__22) Are clowns just white face?  @mysteryboyspodcast23) A punishment @thedaily.id_24) e- learning ragebait  @nicogrigg Learn more about your ad choices. Visit podcastchoices.com/adchoices

放假出國首選 #Saily eSIM 暢行無阻!

A Scattered Spider arrest reveals how a VPN wasn't enough when Windows device telemetry helped investigators connect the dots.

On June 24, 2026, two consecutive earthquakes measuring 7.2 and 7.5 magnitude—the strongest to strike Venezuela in more than a century—devastated the country's northern coast, including the city of La Guaira and parts of Caracas. This episode features Carolina Jiménez Sandoval, WOLA's president, who was visiting Venezuela when the earthquakes hit and subsequently traveled to the hardest-hit zone, and Laura Dib, director of WOLA's Venezuela program, who has closely tracked the humanitarian response and U.S. policy dimensions. Carolina offers a firsthand account of the disaster and its aftermath. She describes the profound isolation caused by the Venezuelan government's pre-existing censorship regime—with platforms like X, CNN, and independent media blocked—which left citizens unable to access life-saving information during the critical first hours. Traveling to La Guaira, she found scenes closer to "a war zone" than a natural disaster, with collapsed buildings, others on the brink of collapse, precarious improvised shelters, and families living in the open air without adequate water, food, or assistance. Above all, she encountered a pervasive sense of abandonment. A central theme of the conversation is the "hollowness" of the Venezuelan state, laid bare by years of corruption, authoritarian misrule, and the emigration of some eight million people—including doctors, nurses, and engineers. Carolina notes that the armed forces, which acted as first responders during earlier tragedies, now function largely as a repressive and surveilling force, controlling access to disaster sites rather than aiding survivors. Laura provides data and policy analysis. The government, through National Assembly head Jorge Rodríguez—brother of de facto ruler Delcy Rodríguez—reports roughly 3,500 deaths and 16,000 injured, though the U.S. Geological Survey estimates the toll could range between 10,000 and 100,000. The UN estimates direct infrastructure damage at $37 billion. Laura situates the disaster within a longstanding humanitarian emergency and explains how the 2025 dismantling of USAID reduced disaster-response capacity, even as the U.S. pledged $300 million, a figure dwarfed by the $1.15 billion pledged after Haiti's 2010 earthquake. Laura and Carolina discuss the uncomfortable U.S. alignment with the unelected Delcy Rodríguez government, whose constitutional legitimacy has expired without new elections. They argue the disaster has badly set back the Trump administration's three-stage transition plan and revealed the state's incapacity to protect its citizens. Notably, Venezuelan social movements are now directing their demands at the U.S. government rather than their own institutions. Venezuela's beleagured civil society is a bright spot. Despite an anti-NGO law criminalizing foreign funding, organizations like Caritas and Fe y Alegría, alongside diaspora networks and ordinary citizens, have organized shelters, distributed supplies, and built databases to track the missing and separated children. A reputable site for donations to disaster relief is Donar Seguro. WOLA recommends that aid flow through transparent, accountable channels; that the anti-NGO law be repealed; that social media and VPN blockades be lifted; that the U.S.-run oil-revenue fund be used transparently for Venezuelans' benefit; and that the Trump administration reinstate Temporary Protected Status (TPS) and halt deportations of Venezuelans in the United States. A deportation flight of 146 people arrived on the day of the earthquake, most of whom died in a hotel—a site the political police blocked Carolina from visiting. Venezuela's reconstruction will require a long-term commitment and, crucially, the rebuilding of public trust. This can only happen in the context of a genuine democratic transition.

We've been running a bit of an Agent Cloud series surveying all the top inference/compute/cloud providers, from Databricks to Daytona to Railway and, even further back, E2B, but we're excited to conclude this series returning to Modal, which has just raised a monster $355M Series C.The cloud was built for developers. But agents are now changing that.The old infra stack was designed for a human who could read docs, reason through YAML, and understand dashboards to figure out what they need when something broke. While this was painful for developers, it worked since they could fill in missing context in their heads.However, agents don't have that luxury. Now in this new era of agents, everything has to be tighter.They need a place to write code, run it, inspect the output, change the environment, debug failures, and try again. Fast iteration and feedback loops with all the necessary context are crucial for agents to operate properly. Furthermore, sandboxes are a clear representation of this shift as agents can easily spin up isolated environments. This programmatic infra even extends to research:Two years ago, we were one of the first to cover Modal with CEO Erik Bernhardsson and Alessio designed our favorite LS thumbnail of all time:At the time, Modal was just a teeny little company with a $17M Series A.Today, fresh off their $355M Series C, Modal is one of the clearest examples of the agent cloud future being built in real time: a cloud platform moving past traditional web app assumptions toward the workloads AI actually creates such as elastic inference, sandboxes, GPU burst, post-training, background agents, and infrastructure that agents themselves can operate.In this episode, Modal CTO Akshat Bubna joins swyx and Vibhu to unpack why AI applications don't fit traditional cloud assumptions, why Kubernetes was never designed for bursty compute-heavy workloads, and why Modal is now shifting from developer experience to agent experience.We go deep on Modal's AI infra stack: serverless functions, decorator-based infrastructure, elastic inference for custom models, GPU snapshotting, DeFlash, speculative decoding, Auto Endpoints, sandboxes, persistent storage, networked containers, private IPv6, RDMA, multi-node training, and Modal's capacity pool across 17 cloud providers. Akshat also explains why RL rollouts can require 100,000 sandboxes, why production agents need hard guardrails, why observability may matter more than reading code, and why AI has made infrastructure exciting again.We discuss:* Why Kubernetes wasn't built for bursty AI workloads* How Modal started as a better runtime before becoming an AI cloud* Why Modal added GPUs before ChatGPT* The shift from developer experience to agent experience* Why observability matters when agents are writing the code* Elastic inference for custom models across audio, video, robotics, and comp bio* GPU snapshotting, cold starts, and why inference workloads are so bursty* Why RL rollouts can require 100,000 sandboxes* DeFlash, speculative decoding, and frontier-level inference performance* Auto Endpoints and making optimized inference easier to deploy* What Modal adds beyond vLLM, SGLang, and raw GPU rental* Modal's 17-cloud capacity pool and supercloud strategy* Networked sandboxes, sidecars, private IPv6, and RDMA* Serverless multi-node training for post-training and research workloads* Auto-research, model-guided sweeps, and agents launching GPU experiments* Compute strategy, capacity planning, and batch tiers* Why production agents need specialized sandboxes and hard guardrails* Modal's take on managed agents, CI, Gitpod/Ona, Python, TypeScript, and Modal BenchAkshat Bubna* LinkedIn: https://www.linkedin.com/in/akshat-bubna-188885103* X: https://x.com/akshat_bModal* Website: https://modal.comTimestamps00:00:00 Introduction00:00:39 Modal's origin and why Kubernetes wasn't enough00:04:32 Developer Experience → Agent Experience00:06:21 Modal's AI cloud primitives00:09:14 Sandboxes, agent loops, and proto-Cognition00:12:12 Elastic inference, GPU snapshotting, and 100,000 sandboxes00:15:24 DeFlash, speculative decoding, and Auto Endpoints00:19:59 Production-grade inference beyond raw GPUs00:22:00 Background agents, Ramp Inspect, and the agent lifecycle00:24:08 Modal's 17-cloud supercloud strategy00:26:40 Networked sandboxes, private IPv6, and RDMA00:32:48 Multi-node training, post-training, and auto research00:37:36 Compute strategy, capacity planning, and batch tiers00:40:55 Open models, real-time AI, and production agent infra00:43:06 Hard guardrails, managed agents, and specialized sandboxes00:46:06 Why AI made infrastructure exciting again00:48:30 Model APIs, differentiated products, and agentic video00:51:50 CI, coding-agent infra, SDKs, and Modal Bench00:57:28 Closing ThoughtsTranscriptIntroduction: Modal, Series C, and the Art PartySwyx [00:00:00]: We're here with Akshat, CTO of Modal, together with Vibhu. Congrats on your Series C.Akshat [00:00:10]: Thank you.Swyx [00:00:11]: Your party yesterday was amazing.Akshat [00:00:15]: Yeah.Swyx [00:00:15]: From all the photos and all the swag.Akshat [00:00:17]: We had a bunch of art installations, which was fun, seeing, like, our products on pedestals next to, like, Rodin.Swyx [00:00:25]: Very nice. Very nice. When you started, it was not the GPU inference company. Maybe it was in your mind. Take us back to the origin story.Modal's Origin: A New Runtime Beyond KubernetesAkshat [00:00:39]: I first met Eric, who's the CEO, through an investor. Back then Eric was already thinking about building, a new runtime, and he got there thinking through why are workflow orchestration products so hard to use. It's because you have to run them on Kubernetes. Kubernetes is hard to manage. It's not built for burstiness and, custom images,Swyx [00:01:03]: YeahAkshat [00:01:03]: It has a terrible developer experience.Swyx [00:01:05]: And I'll, I'll interjectAkshat [00:01:06]: YeahSwyx [00:01:07]: For listeners, who are new, we interviewed Eric two years ago, and there's a bit more of the story there from Spotify and all those things.Swyx [00:01:14]: And I came across Eric through Data Council because he did that talk on the serverless container stack that you guys did, which was like, that was my first like, “Okay, I need to take Modal very seriously” moment.Akshat [00:01:26]: Yeah.Swyx [00:01:26]: But it was still very unclear, like, do I need all this for just my data pipelines?Akshat [00:01:33]: Yeah. initially what we were thinking about was if we build a better runtime, it's a very useful primitive in itself. It's There's a lot of things that, get solved by serverless functions, like you can do, ETL stuff, you can do job queues, you can do all this, like, bursty processing, which it turns out every company had needs for. but then we also were thinking about this as like, this is a primitive that we can build a whole collection of products on, which are very verticalized. So perhaps data engineering would've been the first one, but we were thinking about inference. Back then it was more classical inference, like computer vision stuff and running XGBoosts and whatnot. But we added GPUs to the product a year before ChatGPT came out.From Serverless Containers to GPU WorkloadsSwyx [00:02:19]: Nice.Akshat [00:02:19]: We just didn't think it would be that big of a deal.Swyx [00:02:22]: Yeah, just like add A100.Vibhu [00:02:23]: Was there any, like, early key problem that really sparked off why you built it?Akshat [00:02:28]: Yeah. Primarily it's just, none of the tooling that was out there was built for, one, a really great developer experience, and also there's a general trend of, a lot of the workloads that we were seeing were very. I wish there was a better word for it, but compute-heavy. Like, they need, one, like, need a lot more resources, so you need to burst up and down a lot, versus like Kubernetes designed for, like, slow scaling and, more for, like, web server use cases. And also there's just a lot more specialization in, like, what kinds of environments these workloads run in. Like, we had sometimes they need accelerators, sometimes they need different kinds of images, and this is just like a consistent thing that we saw across a lot of companies. That would be the next step.Software-Defined Infrastructure and Decorator-Based DXSwyx [00:03:13]: Yeah. Yeah. Be nice. I don't know how much this factored into the early story, but I wrote a post when I was at Temporal about infrastructure, software-defined infrastructure or something like that.Akshat [00:03:22]: Yeah, the self-provisioningSwyx [00:03:23]: Self-provisioning.Akshat [00:03:24]: Yeah.Swyx [00:03:24]: Yeah. I can't even remember my own post.Swyx [00:03:26]: And then you put me on the landing page.Akshat [00:03:28]: Yeah. We really like, the term and so we stole it.Swyx [00:03:32]: Because you had the insight that everything can just be in decorators co-located with the code, right?Akshat [00:03:37]: Yeah.Swyx [00:03:37]: Was that a big part of the originalAkshat [00:03:39]: YesSwyx [00:03:39]: Story or it was just like a DX layer?Akshat [00:03:41]: That was, really important because we really didn't want people to spend, so much time, writing YAML, and it seemed like you could really condense the surface area of what you're doing, put it in code so you can operate on it just like you operate on other code, and like build stuff that's more expressive and dynamic. and so yeah, that was always a very important part.Swyx [00:04:04]: Then the pushback is this is a DSL.Akshat [00:04:07]: Yeah.Swyx [00:04:07]: It's you're closed source. I am locked into Modal.Akshat [00:04:11]: Yeah. We never really got pushback for that because the nice thing about Modal is you can bring whatever code you have, and sure, the DSL is at the configuration layer for, what hardware you're using, how you're scaling things up, but you still own the code.Akshat [00:04:27]: And that's, that's been an important, part of our story, even as we do inference now.Swyx [00:04:32]: Yeah.Vibhu [00:04:32]: How much of do you think still stays the same today? Like if you were to build something today, DevX very important, but I feel like, a lot of this has been changed with just hook it up to an agent, have Claude Code, have Codex implement a tool. there's very agent native primitives that are different than if I'm doing this myself, right?Developer Experience → Agent ExperienceAkshat [00:04:54]: We've changed our SDK team to think about agent experience instead of, developer experience and we think that the same benefits that apply for DX also apply for AX, which is why would you have an agent read through hundreds of Kubernetes files and like write YAML that's not even typed when it can make a couple of changes in a decorator and it gets this self-provisioning runtime of, being able to see its changes live in action? yeah, it just seems from the customers we talk to, they find Modal is much faster for agents to use versus operating on a different substrate.Swyx [00:05:34]: Yeah, because like you, again, you co-locate the infrastructure requirements to the code that runs it.Akshat [00:05:38]: Yeah.Swyx [00:05:38]: Well, the negative thesis now is that nobody's looking at their code anymore, so there's no point.Akshat [00:05:44]: Yeah, people aren't looking at code. one thing we still see is really important is observability.Swyx [00:05:51]: Yeah.Akshat [00:05:51]: Like how good is your dashboard? And of course, like we have, we push a lot of it to the CLI so the agents can do their own investigation, but you still need humans to go interpret what's going on and, make judgment calls and whatnot. and that's I feel like, Maybe more important now than looking at the code itself.Swyx [00:06:11]: Yes, because like, you can try to treat the code as a black box and then use, see the observable action that comes out of it, and then just prompt a change.What Modal Is For: AI Cloud PrimitivesAkshat [00:06:21]: Yeah.Swyx [00:06:22]: So I think it takes a bit of restraint to not specialize, to say, “I want to ship a new primitive,” and then just be general purpose.Swyx [00:06:31]: People ask you, “What are you for?” You're like, “ I don't know. We can do this, we can do that.”Vibhu [00:06:36]: Well, I'd be curious to see, like, okay, if we were to ask you, like, what is Modal for even at a high level? There's a lot you guys do, sandboxes, GPUs, everything. How do you answer?Akshat [00:06:46]: Modal is a cloud platform that's built for, where we've built the primitives from scratch for AI applications. and right now it covers, inference, training, batch processing, and sandbox workloads.Akshat [00:07:00]: But we're building a lot moreSwyx [00:07:02]: I noticed you didn't say web server, so there is still a role for, like, the always-on large-scale Kubernetes type things.Akshat [00:07:09]: Yeah, absolutely. We're, we're not trying to compete with the renders of the world, because yeah, we think the differentiator for us is the, are the workloads that need specialized compute, need to scale up and down a lot. yeah, they're, they're, they're just shaped differently.Working Alongside Frontier StartupsVibhu [00:07:26]: I think you're building a lot of it alongside the startups, right? They're innovating quite a bit, even in your, like, latest blog post. Like, even in the series C, the customers that you mention here, the cognitions, technical ones, ramps and whatnot, they're, they're innovating with you, right? And that's not something AWS is doing directly with.Akshat [00:07:45]: Yeah, absolutely. I think, this is again classic. We're a small team. We can move really fast. our engineers are working with our customers and figuring it out. Yeah.Swyx [00:07:54]: So my first week at Cognition, I walked in, there was someone wearing a Modal shirt. I was like, “What are you doing here?” They're like, “Yeah, I just. I am embedded inside of Cog.”Akshat [00:08:05]: Yeah, I think that was Peyton. We sent him overSwyx [00:08:07]: Yeah.Akshat [00:08:07]: Because, the latency of communication was too high otherwise.Swyx [00:08:12]: Yeah, distributed node, you have to - you have to place one and collocate.Vibhu [00:08:16]: Yeah.Swyx [00:08:16]: So I had a, I had direct personal experience, right? So I worked on smol developer three years ago. it was inspired by Claude 1. I think you onboarded me at some point, like, just before, and I was like, “Oh, like, I need some bursty compute. Like, I was just gonna try using Modal.” And it was a, it was a pretty pleasant experience. apparently, I showed up in the board meeting, like the analytics.smol developer, Sandboxes, and Proto-CognitionAkshat [00:08:39]: Yeah, you blew up on Hacker News and,Swyx [00:08:41]: YeahAkshat [00:08:41]: We got a big traffic spike. I. I think the way you used smol developer was Modal functions for running stuff, which was. Like, the, that was a good use case. but then, yeah.Swyx [00:08:53]: Yeah. That - So to me, that was proto-cognition.Akshat [00:08:55]: Right.Swyx [00:08:56]: If only I had, like, stuck to it.Swyx [00:08:58]: Like, that was like, if - did you say draw the tech treeAkshat [00:09:00]: AbsolutelySwyx [00:09:00]: You're just like, “Yeah, like, probably this will happen.”Akshat [00:09:02]: Yeah. Like, he was so close. You were just rebuilding upon usSwyx [00:09:04]: I just didn't realize.Akshat [00:09:05]: But the funny story there is at the same time, we were talking to a bunch of customers who needed something like sandboxing.Swyx [00:09:14]: Yeah.Akshat [00:09:14]: This is like twenty-three.Swyx [00:09:15]: Yeah.Akshat [00:09:16]: So we builtSwyx [00:09:17]: You introduced a new API right after that.Akshat [00:09:18]: Yeah.Swyx [00:09:19]: Yes.Akshat [00:09:19]: Like, we built sandboxes in May of twenty-three before anyone was even knew this was gonna be a thing. And the first example we published was, we took smol developerSwyx [00:09:28]: Smol developerAkshat [00:09:28]: And put it in a loop, so the agent can iterate on itself.Swyx [00:09:33]: Loops are hot these days.Vibhu [00:09:34]: It's the looper.Akshat [00:09:34]: Yeah.Vibhu [00:09:35]: Loops in. When was this, twenty-three?Akshat [00:09:38]: Yeah.Vibhu [00:09:39]: A small check.Akshat [00:09:39]: Yeah.Swyx [00:09:39]: It's like twenty-three. so the. the, those for listeners, like, the problem was the models are not built for any of this, right?Swyx [00:09:46]: Like, you're just trying to like. They're not post-training to understand, like, looping and, like, self-correction and tool calling was there, but, like, also not that great.Akshat [00:09:55]: Yeah.Akshat [00:09:55]: I don't remember if you used tool calling in this one, but yeah, the models would just diverge after like ten iterations and not produce anything meaningful.Swyx [00:10:03]: Yeah. But like, then. So okay, like now talking to myself three years ago, the answerVibhu [00:10:08]: Of course they will get betterSwyx [00:10:09]: Collect all the failures, build benchmark, and then collect all the, examples, build the RL environmentAkshat [00:10:15]: RightSwyx [00:10:15]: Sell it for like ten billion dollars to Meta.Swyx [00:10:17]: And then also train a model and then sell that for sixty billion dollars to Elon. And this isAkshat [00:10:23]: Yeah, of courseSwyx [00:10:23]: The funny machine. Like, it's like, it's about the hardware.Akshat [00:10:28]: It's hard to have that inherent conviction that the stuff will get that much better.Swyx [00:10:33]: In retrospect, it's so f*****g obvious.Akshat [00:10:36]: Fair enough.Swyx [00:10:37]: Like, what else were we doing back then? I don't know. anyway. Yeah. So this. That was the start of your sandboxing journey, right? I feel like it didn't blow up until, like, last year.Akshat [00:10:49]: Yeah.Swyx [00:10:50]: So there was like a couple years of quietness.Akshat [00:10:52]: Exactly, yeah. We wereVibhu [00:10:53]: I think very underrated product value. Like, my experience with Modal, Charles, before he had joined Modal, met this guy at a hackathon, and he really insisted we wanted to run some small model, not hosted anywhere, and he's like, “ there's this cool company, Modal. They'll like spin up a GPU sandbox, we can throw it on there. They'll take a Hugging Face link.” And like there's so much value just right there, right? Like instant hosting, spin it up, spin it down. It'll stay cold, but we run the demo a few days later, it'll come back up and like all this stuff in retrospect, like it's still what we needed like today.Akshat [00:11:27]: Yeah, it's still needed today. workload shapes have changed a lot as, we run stuff for people with really massive production scale and, there it's it's not about scaling from zero to one, but it's how do we scale really elastically, from like thousand to fifteen hundred GPUs very quickly in a given region. It's the same shape problem.Elastic Inference, GPU Autoscaling, and Custom ModelsVibhu [00:11:50]: Okay. So you look at, say, Cursor Composer, right?Akshat [00:11:53]: Yeah.Vibhu [00:11:53]: They had a. “We'll do RL on a model every couple hours.” you guys have a whole version of RL inference gym and whatnot.Vibhu [00:12:01]: When you look at workloads like that, you're doing train runs where you need to scale up, scale down every hour thousands of GPUs, right? That's the example for we do need it, right?Akshat [00:12:12]: Yeah. Well, so I'll, I'll take a step back and, maybe talk about like how people use Modal today. because our biggest use case is, elastic inference. And the thing we first found product market fit, with was inference for custom models. So we stayed away from the LLM space, and we were serving companies like Suno for audio, Runway for video, robotics, comp bio companies that train their own model elsewhere. But Modal is the best black box that for deployment, scaling to however many GPUs you need as your traffic pattern changes. And we saw all of them like have a very unpredict- predict- predictable, traffic pattern. it's like diurnal. It's Some days, like the company will do a launch and, they'll need like, way more. And it's not just one model that they deploy. They-- all these companies deploy, lots of different models in different regions, and so the autoscaling problem becomes even harder because then you have to scale within a certain region, and those cycles are offset. So different times you scale up in different regions.Akshat [00:13:20]: So that's like our sortVibhu [00:13:22]: And thatAkshat [00:13:22]: YeahVibhu [00:13:22]: That in and of itself is a huge category. There's a bunch of inference providers which, provide this fireworks, does this as a service together, whatnot, Base10. that's carved into its own niche for language models, at least right now.Akshat [00:13:36]: Yeah. the thing that we have specialized in is the autoscaling aspect.Vibhu [00:13:41]: Yeah.Akshat [00:13:41]: Because we found that it's not universally true that everyone else can autoscale, and we've gone deeper into it on the tech side by, we've incorporated GPU snapshotting into the product so we can take the GPU state, like your torch.compile model, snapshot it, and the next cold start is way faster. And so going back to your question, it's That's why you need a lot of burstiness for inference. But then people also do a lot of demand training, like for RL stuff, your rollouts are bursty, as you said. People also do a lot of batch jobs. So we'll see, a lot of companies, before they have a training run, they'll need thousands of GPUs to run encoding or something like that. And I think those things are much more bursty than. I agree that agents are not that bursty. sandboxes are, except when you're doing RL. RL is justRL, Batch Jobs, and 100,000 SandboxesVibhu [00:14:28]: Or commerceAkshat [00:14:28]: Insanely bursty.Vibhu [00:14:29]: Yeah.Akshat [00:14:30]: Yeah. Like when you're doing, rollouts, you sometimes need a hundred thousand sandboxes in your sandboxes.Vibhu [00:14:37]: Yeah. I'm curious if you've seen early sparks of continual learning. There are some people, like our friends, ngram, recently announced thisAkshat [00:14:45]: YeahVibhu [00:14:45]: They're, they're trying to do training. That also seems like a different workload, right? If you're doing training twenty-four/seven per se, there's a very weird dynamic of how you're using GPUs between people and whatnot, but seems like something you guys would work for.Akshat [00:15:00]: As you said, we're, we're fortunate to work with a number of, customers at the frontier and grab some of our customers. and they are taking the primitives we have, and trying to use them in very interesting ways, like continual learning. It's possible as the stuff gets better, some of that will be part of, our offering as well if, more people need it. but we're, we're just waiting to seeVibhu [00:15:23]: YeahAkshat [00:15:23]: How it shakes out.Vibhu [00:15:24]: Is there a primitive that you added after sandboxing that was the next step in the story?LLM Inference, DeFlash, and Speculative DecodingAkshat [00:15:32]: I guess we've been going much deeper into LLM inferenceVibhu [00:15:35]: YeahAkshat [00:15:35]: Because we realized that some of the advantages we have with like autoscaling, again, especially in different regions and whatnot, are, not present elsewhere. and the place where we had a gap was we weren't, working on the model layer itself. Like we were a black box. And, we realized that, we can get to frontier-level model performance, with, by having great people who work on this. And, we've been open sourcing a lot of our work, in terms of, Recently, we, shared our work on DeFlash, which is a block-based, speculator, and we've open sourced, all of it. So, you can - By using open source DeFlash, you can get the same performance as you would with one of the proprietary providers. And the next thing we're thinking about hereVibhu [00:16:23]: I thought this wasAkshat [00:16:24]: YeahVibhu [00:16:24]: An interesting blog post as well, right? Like, I think in here you make a claim that. Not a claim, just that how effective speculative deco-decoding really just get to.Akshat [00:16:33]: Yeah.Vibhu [00:16:33]: Anything you wanna point out from this around, what people should know?Akshat [00:16:39]: Yeah, absolutely. the high-level summary is, it would help to describe what speculative decoding is.Vibhu [00:16:44]: Yes.Akshat [00:16:44]: I will, yes.Vibhu [00:16:45]: I think, likeAkshat [00:16:46]: YeahVibhu [00:16:46]: So we've covered like Eagle and all thisAkshat [00:16:47]: YeahVibhu [00:16:47]: Like Hydra and all those things, but it was like two years ago.Akshat [00:16:51]: Yeah.Vibhu [00:16:51]: I think it doesn't hurt, right?Akshat [00:16:52]: Yeah. Speculative decoding is you have a smaller model, called a draft model, predict tokens ahead of the bigger model, and then you have the bigger model, verify all of this, all the tokens are predicted. And the reason it's faster is if you're predicting, one token at once, you're bound by memory bandwidth. But if you can batch the verification of, the draft model, then you're much more efficient using compute, and it's faster, and as long as your draft model is producing a lot of tokens that can get accepted, which is called the accept length, you can get a speed up that's, multiple times of, the original model speed. and well, that's what we highlight here. It's Like people talk a lot about we made these kernels faster and whatnot, but improving kernel will only give you like few percentage points of improvement, and, increasing accept length, literally is a multiplicative decreaseVibhu [00:17:47]: Like two to four X.Akshat [00:17:48]: Yeah, exactly.Vibhu [00:17:48]: Without much head-on performance.Akshat [00:17:50]: Yeah. I think it may - you are running a second model, right? So it may be something more expensive in the compute,Vibhu [00:17:57]: I meant quality performanceAkshat [00:17:58]: Probably not by muchVibhu [00:17:58]: But yeah. I thinkAkshat [00:17:59]: So there's no drop in quality performanceVibhu [00:18:01]: YeahAkshat [00:18:01]: Because you're always. You're never accepting a token that the big modelVibhu [00:18:04]: It's strictly betterAkshat [00:18:05]: YeahVibhu [00:18:05]: Or it's same.Akshat [00:18:06]: Exactly.Vibhu [00:18:07]: Right. Yeah.Akshat [00:18:08]: And so we've been working a bunch on DeFlash, which is a block-based speculator. so it's instead of predicting, one token at a time, it's predicting a block. And we've been open sourcing our work with it. The next thing for us here is for helping people train speculators and custom models. it's it's something that traditionally is very forward-deployed engineering driven, support deployed, engineer driven, like you work with customers and help them do that. And our vision for. This is why we launched Auto Endpoints, is we want to make frontier-level performance available to everyone. And so, we mentioned this in the announcement, we teased it. The next thing we're, we're launching is, as you run an auto endpoint, we shadow trafficAuto Endpoints and Frontier-Level PerformanceVibhu [00:18:54]: Do you want to explain what auto endpoints are?Akshat [00:18:57]: Yeah.Vibhu [00:18:57]: I lovely, yeah.Akshat [00:18:58]: Yeah. So, this is, I guess, going back to your Modal is you touch the code, but, sometimes people don't wanna touch the code, and they wanna get started with an endpoint that works and has all the great performance and, scalability that Modal has. So we've made that easier with, a way to create an endpoint from our UI, from the CLI, that has all of our optimizations that we talked about, like the DeFlash stuff already baked in, and there's full transparency. So we give you the code, you can go run it yourself, and if you want, you can eject out into the full Modal experience, which we see as people get sophisticated, they do wanna tweak the models, they wanna, fine-tune stuff. You can still do all of that. It's it's not a black box. And yeah, the next thing, as we teased later in the post, is how do we give you value even beyond this in terms of having your draft models evolve as your data distribution evolves, again, without having to talk to a person and, yeah.Vibhu [00:19:59]: I guess just to understand it directly, you have the GPUs, you have an endpoint that's compatible, you serve open model. If someone was to do this themselves, what's the delta that you guys provide? So you do a lot of open source great work on effective inference. how does it compare to, say, I take the same model, 5.2 FP8, take shelf inference engine, vLLM, SGLang, get compute of similar capacity, similar cost. What's the delta that plugging into something this, like this offers outside of the benefit of, scaling?Production Inference Beyond Raw GPUsAkshat [00:20:34]: It's interesting because we've taken the approach of open sourcing our contributions and upstreaming them. we work closely with the SGLang team. We want the improvements that our team, comes up with to be, there in open source for others to use, even outside of Modal. The benefit to us is we have a team that has significant expertise in terms of if you do have something that is not there, our team can help you get that performance, first. the other thing is with these endpoints, we are way more elastic, as you said, than, anyone else, and you have true scaling to zero. you have true, burstiness, and in practice, that matters a lot more to people than just finding, the GPU and, running Modal code on something.Vibhu [00:21:20]: Yeah. And I will say it's not that straightforward to just. like what I said is easier said than done, right?Akshat [00:21:26]: Yeah.Vibhu [00:21:27]: It's I think still for the average person, still hard to just gut check using different. There's, there's quite a bit of combinations you can make there. the trade-offs aren't really known at face value.Akshat [00:21:40]: Yeah. it's it's not just that. I think it's it's that running production-grade inference is a hard infer problem.Vibhu [00:21:49]: YeahAkshat [00:21:49]: Even if you subtract out the autoscalingVibhu [00:21:50]: YeahAkshat [00:21:51]: Is controlling things like tail latency and, making sure every, request is delivered at least once and whatnot.The Model and Agent LifecycleVibhu [00:22:00]: There's a lot of innovation that you can do here. I think, it's very interesting that you're starting to encroach on, like as you become a full cloud, you're starting to encroach on other people's turf.Vibhu [00:22:09]: What will you not do?Akshat [00:22:13]: Well, we wanna follow our users and, make sure they get like a platform that has everything that works well together. so right now we're focused on the model lifecycle and the agent, lifecycle. so both like going from data prep to training to inference, and then also if I want to deploy a background agent, let's say, sandbox, do persistent storage, a whole bunch of other stuff.Vibhu [00:22:38]: We talked to Cole, who did, OpenInspect. Yeah.Akshat [00:22:42]: Yeah.Vibhu [00:22:42]: And RealInspect also is on Modal.Akshat [00:22:44]: Yeah. So Ramp Inspect was a great example of a background agent that was really successful because they, were able to use some of the primitives like snapshotting and fast scaling to just have something that feels really reactive and works well.Ramp Inspect and Background AgentsVibhu [00:23:02]: Yeah. That's the new CTO of, Ramp right there.Akshat [00:23:05]: Yeah, Rahul.Vibhu [00:23:08]: It was really fun. yeah, okay, I think, all very bullish. Like, one of my reflections was also I did not originally. So when I met you guysThe Inference Inflection: CPU, GPU, and Co-LocationVibhu [00:23:19]: You weren't that much in the GPU game, and now you're all about, inference. And one of the points that I hinged on for Jensen's keynote at GTC this year was, what we're calling like the inference inflection, right? That let's say in AI workloads or machine learning workloads, it used to be like, let's call it eight to one GPU to CPU, and now it's more like one to one, which is like a interesting. Like, - because of how much agents are blocked or call out to this, to CPU heavy stuff the actual, like, limiting factor, like, swings back and forth from GPU to CPU a lot more than it used to be all GPU and then occasional CPU.Akshat [00:24:01]: Yeah.Vibhu [00:24:02]: GPU, CPU. And now it's like just constantly, and you just have to locate everything.Seventeen Clouds and the Supercloud StrategyAkshat [00:24:08]: Yeah. And that's one of the things that, again, we see as, something appealing about Modal, which is we've built this capacity pool that spans, 17 cloud providers, so we're, we're very good at Running on various kinds of cloud capacity across the worldSwyx [00:24:24]: You don't have your own data centers?Akshat [00:24:25]: We don't have our own data centers. We just run across a lot of neo cloudsSwyx [00:24:29]: Yeah. AreAkshat [00:24:30]: Metal providers.Swyx [00:24:30]: Yeah. Question mark.Swyx [00:24:31]: Yeah. You're, you're running the math, and you're like, “What's the cutover point where you're like.”Akshat [00:24:36]: Yeah, it's a good question. part of it is we see our differentiator in the software layer, and, being capital light and focusing on the software helps us move really fast. so far it's worked out well because there are so many other people building data centers that we're able to work effectively with them, and again, focus on what makes us, special.Swyx [00:24:55]: Yeah.Swyx [00:24:56]: 17 gets you into, like, the local providers sometimes. LikeAkshat [00:25:00]: The,Swyx [00:25:01]: Which was the most interesting one?Akshat [00:25:02]: There are a lot more neo clouds than you expect, and they all have various degrees of, various levels of reliability. And, that's why it's something we've invested a lot of time in, is building our own reliability layer on top. so if the GPU falls off the bus or something happens, we user workloads are not affected, and that lets us use a lot more capacity than,Swyx [00:25:30]: YeahAkshat [00:25:30]: You as a user would be able to.Swyx [00:25:32]: It's a useful thing to have because like now everyone knows, like, what layer you are and, like, you optimize for being the super cloud of all clouds.Akshat [00:25:41]: Yeah. That's, that's, that's the idea. and so I guess when you mentioned colocation, that's, that's another interesting thing where, one thing we've seen is people come to us when they want, very specifically located, CPUs or GPUs, like they wantSwyx [00:25:57]: Oh, they pin it in likeAkshat [00:25:58]: YeahSwyx [00:25:58]: EU?Akshat [00:25:59]: Exactly. Or EU, US.Swyx [00:26:01]: Right. Data resiliencyAkshat [00:26:02]: AustraliaSwyx [00:26:02]: Locality thing or performance or what?Akshat [00:26:04]: It's either data locality or latency, yeah.Swyx [00:26:07]: Yeah.Akshat [00:26:07]: Like, you want your. They're running sandboxes and model. They want them to be right next to aSwyx [00:26:10]: Yeah, it's easy thenAkshat [00:26:11]: YeahSwyx [00:26:12]: To. That is important in all those things. and so, like, you've accidentally, I don't know if it's accident, but, like, you've built the perfect primitive for agents to express themselves. And then, like, it's almost very funny how every extra development just involves more file system, just involves more CPU.Akshat [00:26:30]: Yeah.Swyx [00:26:31]: Just like the things that you already have. I don't know much about, if there's any, like, networking usages that are interesting, but you've also done some good work on networking.Networking, Sidecars, Private IPv6, and SandboxesAkshat [00:26:40]: Yeah, that's exactly right. Like, we're just taking compute storage and networking and building stuff on that layer, for, again, the stuff people need.Swyx [00:26:49]: YeahAkshat [00:26:50]: We see a few interesting networking things coming up. one is people want networked sandboxes. so we haveSwyx [00:26:57]: For like a Docker cluster type thing.Akshat [00:26:59]: Yeah.Swyx [00:26:59]: Sorry, Docker Swarm. Oh, f**k. What is it called?Akshat [00:27:02]: Compose.Swyx [00:27:03]: Compose type thing.Akshat [00:27:04]: Yeah. So if you want Docker Compose, our sandboxes now support, this thing called sidecars. So you can. A sandbox is a pod of containers, and you can run multiple containers in, a sandbox. also useful because, going back to networking, people want a lot of control over, outbound networking from a sandbox.Swyx [00:27:23]: Yeah.Akshat [00:27:23]: Like, they might wanna run a middle proxy for, like, maybe logging stuff for RL or, controlling how egress can happen to a domain, injecting credentials. and yeah. So we've, we've had to build a lot of that stuff ourselves.Swyx [00:27:38]: Yeah.Akshat [00:27:39]: But then also sometimes people want, sandboxes spanning multiple nodes to talk to each other, which is an emerging thing we're seeing. We have support for that for a different reason, and yeah, we'll see if that becomes stable.Swyx [00:27:52]: Like, just an open socket. It's a. This is directly like mTLS.Akshat [00:27:56]: We do support that, which is you can, expose a tunnel inside a sandbox.Swyx [00:28:01]: Yeah.Akshat [00:28:01]: And then you can either expose it to public internet or it can be, you can add like a HTTP, auth layer above it. But we have this thing called I6PN, which we haven't talked about, which is this, like, overlay network using IPv6 addresses. so if Modal containers, within the same workspace, when this is enabled, can address each other using this private IPv6 address, and no one else can.Akshat [00:28:28]: So it's like private networking, for containers. We built it because we needed it as a primitive for our distributed training product. so we have this other feature, which is you can add a decorator to a function, and you get a cluster of GPUs. and they have RDMA networking. so you can run a distributed training job, that's truly serverless. and we did the overlay network for that. But then we've seen that people are using it for other reasons, and, I'm intrigued to yeah, what would people do with it.Swyx [00:28:59]: Build primitives and let people figure it out, right?Akshat [00:29:01]: Yeah, exactly.Swyx [00:29:02]: You put out a pretty interestingAkshat [00:29:03]: They're like, they read the docs webpage. Let me use thatSwyx [00:29:06]: YeahAkshat [00:29:06]: Something they never intended to work. This is literally not even in our docs page. People somehow found it, and they're using it.RDMA, Memory Movement, and Distributed TrainingSwyx [00:29:12]: Huh.Swyx [00:29:14]: The way you portrayed it with, like, RDMA versus TCP, like, very well laid out, but just the transfer speed change at scale for RL, like yeah, you have it, you have it built in. I'm sure someone found it. It's found it to be a lot more efficient before you made a thing out of it, right?Akshat [00:29:32]: Yeah. And not to split hairs, I guess the overlay network is the TCP overlay network.Akshat [00:29:39]: The reason we have that is you need that to do the key exchange for RDMA before you set up the RDMA network on top of that. but then people found the TCP part.Swyx [00:29:48]: Can I tell you, this is like a big aha moment for me becauseAkshat [00:29:51]: YeahSwyx [00:29:51]: So I review 2,200 submissions for the World's Fair.Akshat [00:29:56]: Yeah.Swyx [00:29:57]: And then I got this from John OsterhoutAkshat [00:29:58]: HuhSwyx [00:29:59]: Who I don't know if. Do John Osterhout by name?Akshat [00:30:01]: The name sounds familiar.Swyx [00:30:02]: He published a. He's a well-known professor, published a lot of interesting software design books, and this is the talk he chose to submit, is on RDMA at Inference. And I'm like, you wouldn't think that this guy, who is like operating systems guy, would care about RDMA.Akshat [00:30:20]: I, it makes sense to me because I,Swyx [00:30:24]: This is the cloud, right? YeahAkshat [00:30:25]: Like, the way you move around your KV cache and how efficiently you can do it, how efficiently you move, your weights from your training GPUs to your inference GPUs in RL is there's a lot of degrees of freedom, and it is a systems problemSwyx [00:30:41]: YeahAkshat [00:30:41]: Moving memory aroundSwyx [00:30:42]: YeahAkshat [00:30:43]: Scheduling.Swyx [00:30:44]: This shows you how primitive my understanding of networking stuff is.Swyx [00:30:46]: Is this like the domain of WireGuard as well?Akshat [00:30:50]: Not quite.Swyx [00:30:51]: It's adjacent?Swyx [00:30:53]: Explain everything.Akshat [00:30:54]: Sure.Swyx [00:30:56]: How do we move memory around GPUs?Akshat [00:30:58]: Well, so sorry. Yeah, that is memory. Sorry, I was talking more, and maybe I was talking like five minutes back, about the private IPv6, addressing that you've set up.Swyx [00:31:09]: Yeah.Akshat [00:31:09]: Is it like it's a VPN?Swyx [00:31:10]: Yeah, it is like a VPN, and yeah, WireGuard is, yeah, you're right. It is,Akshat [00:31:16]: Right. Yeah, you already moved on to new topicsSwyx [00:31:17]: A similarAkshat [00:31:18]: OkaySwyx [00:31:19]: In the same space, WireGuard is, encrypted and this is,Akshat [00:31:23]: And you don't need encryption.Swyx [00:31:23]: Yeah.Akshat [00:31:24]: Yeah.Swyx [00:31:24]: This is not encrypted. that's the main difference. This is TCP and we have eBPF programs that will reject or allow the TCP connection based on whether you're allowed to do it.Akshat [00:31:35]: Used to involve a full sidecar, but now you have eBPF in the Linux kernel.Swyx [00:31:39]: Yeah.Akshat [00:31:40]: Yeah. I don't know if this is a natural follow-on to the topic of like my skepticism on distributed training is that while, like, people spend a lot of money on, like, cables to hook up GPUs, and even that is not, like, fast enough, and that's the bottleneck, is your networking fast enough?Swyx [00:31:59]: Yeah. So I guess you're talking about fully distributed training like, Dialog or something which is like cross data centerAkshat [00:32:06]: That would be, yes.Swyx [00:32:07]: That's the extreme.Akshat [00:32:08]: Yeah.Swyx [00:32:08]: You're in the middle, and then other people would have like the Mellanox cables up in, like, their actual data center.Akshat [00:32:14]: When you run multi-node training on Modal, RDMA, I think Mellanox, is, or InfiniBand is like a, is all seen as RDMA. but it's a way to bypass the TCP networking stack and, transfer, stuff much faster, between one node, to the other. And we have I think like 3 terabit per second, internal networkingSwyx [00:32:40]: OkayAkshat [00:32:40]: Which is the standard that's needed.Swyx [00:32:42]: Okay. So I misunderstood whatAkshat [00:32:43]: 50Swyx [00:32:43]: What part of the stack you wereAkshat [00:32:44]: 50 gigs overSwyx [00:32:45]: YeahAkshat [00:32:45]: If you wentSwyx [00:32:45]: YeahAkshat [00:32:46]: RDMA.Swyx [00:32:46]: Okay.Swyx [00:32:48]: Yeah. I, very impressive work.Multi-Node Training, Post-Training, and Auto ResearchSwyx [00:32:52]: So effectively you're extending like the model philosophy to the training cluster, like, yeah.Akshat [00:32:59]: Yeah. And we're, we're not going for like large scale training runs. the thing that we've built multi-node training for is, we see a lot of, smaller scale post-training. like, people are post-training like medium sized fund models, so they can, get higher quality on inference. this is a perfect fit, for something like that.Swyx [00:33:21]: Yeah. That is my impression of how a lot of these labs explore branches in post-training and then eventually merge whatever they find in.Akshat [00:33:31]: Yeah. The other use case we've seen for multi-node training is even if you have a big cluster, your researchers are still doing small runsSwyx [00:33:38]: YesAkshat [00:33:39]: Having elasticity thereSwyx [00:33:40]: Right, sureAkshat [00:33:40]: Matters a lot more.Swyx [00:33:41]: Yeah. the, like, this is like the current limiting factor for auto research, which is like you need to give your model some GPUs in order for it to completely run.Akshat [00:33:51]: We have a blog post on auto resource and model is,Swyx [00:33:55]: YeahAkshat [00:33:56]: Yeah, like, turns out to be pretty good substrate for that.Swyx [00:33:59]: So my impression is auto research means many things, likeAkshat [00:34:01]: YeahSwyx [00:34:01]: Anything that Andrej coins. Right now it's still science fair, right? Like not like, I don't know how many people are doing this.Akshat [00:34:08]: We're having a golf.Swyx [00:34:08]: Yeah.Akshat [00:34:09]: I thought the same thing.Swyx [00:34:11]: Yeah, you would know.Akshat [00:34:12]: We, like, our internal both training and inference teams use this the general shape of this quite a bit. like we have this one internal repo called auto inference, which essentially we've automated our own forward-deployed engineering efforts using, this harness, which is, the agent will just spin up a sweep of different things. It'll even run like, NVIDIA inside profiler and it'll like tweak configs and it'll arrive the right thing. it'll change your GPUs both from H200 to B200, and works really well.Swyx [00:34:47]: Nice.Akshat [00:34:47]: So yeah.Swyx [00:34:48]: By the way, I enjoy that your forward-deployed engineering is so technical that you have to do these things.Swyx [00:34:52]: It's very different from forward-deployed engineering from other people.Akshat [00:34:54]: Yeah. For our forward-deployed engineering team is, essentially they're like applied inference researchers or applied training researchers.Swyx [00:35:02]: Someone told me like they have to be able to build, but they also have to be able to sell. do they have to sell or are they like they're good, they're just like post-sale type of thing?Akshat [00:35:09]: It does, being able to talk to a customer and engage effectively with themSwyx [00:35:13]: YeahAkshat [00:35:13]: Matters a lot.Swyx [00:35:14]: They want the same thing.Akshat [00:35:15]: Yeah.Swyx [00:35:15]: ?Akshat [00:35:15]: But it's it's not really a sales, thing. We pair them with-- We have solution architects as well that are more on the sales side.Swyx [00:35:23]: Okay. Let's spend a bit more time on auto research. This is a big focus for for this year. Where does this go? like, have people explored enough? Like, there's all these beautiful charts of like improve and then level off a bit and then you find the next thing. Is this one abstraction up from normal training? Is that how we think about it, or do you think about it differently? Like model level training versus high, like driven hyperparameter search.Auto Inference and Modal BenchAkshat [00:35:51]: Yeah, like,Swyx [00:35:51]: Someone, some people call it like neural architecture search or whatever, right? Like.Akshat [00:35:54]: Yeah, - So the stuff I've seen people do with it is nowhere on the architecture level. It's pretty much tweaking parameters, but it's it's a hyperparameter sweep that's guided by some model intuition, so it's like much more efficient than, whatever other, sweep you would have.Swyx [00:36:12]: Yeah, it's just, it's just a question of where you want to spend your compute?Akshat [00:36:16]: Right.Swyx [00:36:16]: ‘Cause yeah, you can just throw infinite amounts of money on this and somehow you'll bang out Shakespeare?Akshat [00:36:22]: Yeah, infinite monkey.Swyx [00:36:24]: Yeah, so like the very good for model. and I think it's also very important that agents can spin up other agents, can spin up their infrastructure. Like very good for you. how good is our LLMs at generating model code? Like the benefit of existing LLMs is that you are in the data.Akshat [00:36:42]: Yeah. They're, they're surprisingly good. I think like pre Cloud 4 they were not, and then now they're able to shot, stuff out of the box. But we're playing around with releasing like a Modal Bench for like the harderSwyx [00:36:55]: YeahAkshat [00:36:55]: Things, that the LLMs cannot do yet and maybeSwyx [00:36:59]: What's an example of that?Akshat [00:37:01]: I think the things that- Sometimes agents struggle with, without right guidance and a skill is, how to, use the rest of our observability. Like how to. Something is failing, like how do you look at the logs and then update the right thing? It's reasoning about that. But they're able to shot, likeSwyx [00:37:23]: Yeah. You can just add a skill to it?Compute Strategy and Capacity PlanningAkshat [00:37:26]: Yeah. So we have a Modal skill now that. Which is why we built this Modal Bench. It's to find things like that, so we can address them in our tool.Swyx [00:37:35]: Tune a skill. Yeah.Akshat [00:37:36]: Yeah.Swyx [00:37:36]: No. it's it's good. are you facing any shortages? like we talk a lot about GPU shortages, but also CPU, also memory.Swyx [00:37:44]: Yeah.Akshat [00:37:45]: We have had a lot of growth, which means that, there's - we've had to be much better aboutSwyx [00:37:53]: PlanningAkshat [00:37:54]: Proactive capacity planning.Swyx [00:37:55]: Yeah.Akshat [00:37:55]: So we have,Swyx [00:37:57]: Which by the way, like it's like a MBA's like dreamAkshat [00:38:00]: YesSwyx [00:38:00]: Is like just planning this stuff. I think last time you and I talked about something maybe about this.Akshat [00:38:03]: Yeah. we have a really competent team of people that we call, The role is called compute strategy. so yeah, if anyone listening here or wants to work on thatSwyx [00:38:13]: Compute strategy?Akshat [00:38:13]: Yeah.Swyx [00:38:14]: I think,Akshat [00:38:14]: I feel like,Swyx [00:38:15]: I think the normies call it FP&A or something.Akshat [00:38:18]: Well, it's more It's it's not FP&A. It's it's There's a lot of interesting financial questions of like what is the blend between one year and three-year reservations? how do we forecast our own capacity? how do we. especially since our capacity is very fungible across different GPU types and different regions, like you have to model a lot of it. and you also have to have an opinion on how the supply chain is gonna evolve, and then you have to like, take bets,Swyx [00:38:49]: YeahAkshat [00:38:49]: Based on that.Swyx [00:38:50]: Tokenomics.Akshat [00:38:50]: Yeah.Swyx [00:38:51]: This is like probably a not a real point, but, I was trying to think about like what other industries. I was trying to think about like, we cannot be first to like these kinds of problems.Akshat [00:38:59]: Yeah.Swyx [00:39:00]: And what other industries have had this? And I was like, airlines with fuel and like they have to hedge their fuel and like, I think for a long time Southwest because they made like a hero fuel bet, they like were like super low cost becauseAkshat [00:39:12]: OhSwyx [00:39:12]: Compared to everyone else.Akshat [00:39:14]: Yeah. I hadn't thought about that.Vibhu [00:39:16]: We're at a fun time too?Akshat [00:39:18]: Yeah. It's. A lot of the compute business in general, for us is also about being very good about capacity management. That is how you have great unit, economics. but also over time it's how you can unlock more value for customers. Like, one of the things we're building now is like a way for customers to get, If they don't care about latency, like get much cheaper pricing and they'll get results back in like next 24 hours or something, like a batch tier essentially.Batch Tiers and Latency-Insensitive WorkloadsSwyx [00:39:47]: Yeah.Akshat [00:39:47]: And those are levers we have because we control the whole stack and scheduling and whatnot to give people a sufficientSwyx [00:39:53]: Yeah. I feel like they're not as popular. Like those, like the Frontier Labs have all those APIs. They're not as popular as they should be.Akshat [00:40:00]: The demand that we see for something like that is not for LLMs. although sometimes people wanna run evals andSwyx [00:40:08]: OkayAkshat [00:40:08]: Synthetic data prep and there it makes sense.Swyx [00:40:10]: Okay.Akshat [00:40:11]: But it's from a lot of LLM companies, like people who are doing computational bio, like they have to run really big batch jobs and they don't care about when they get it back.Swyx [00:40:22]: Yeah. And like they have a reasonable. It's it's also like a cousin to the stopping problem of like, will this finish in time?Akshat [00:40:30]: Yeah. You can bound it.Swyx [00:40:33]: Yeah.Akshat [00:40:33]: Like you can give peopleSwyx [00:40:34]: YeahAkshat [00:40:34]: SLAs on it.Swyx [00:40:35]: Yeah. I think what's, what's interesting is like the next phase of model.Swyx [00:40:38]: Like what, do people expect from you, now that you're established and you're like well-known compute player among all these leading companies. You had an inference launch week, and we talked a little bit about the launches. like what else? Like what else should people know?What Modal Builds NextAkshat [00:40:55]: We are building primitives that make our users' lives much easier. So, I think for example, with LLM inference, thousands more companies are gonna post-train their own models and, deploy open source models for inference. so we're thinking a lot about what is the best product shape for that. And, that involves everything from our training gym to, then, endpoints that get frontier-level performance. again, but I haven't talked to anyone. It looks somewhat different on other verticals. Like, we're also seeing a lot of real-time, audio-video stuff in there, which is why like, we're working on things like regional routing, with fallbacks. So you can get GPUs that are as close to users as possible. so you get like low latency for video streaming and whatnot. And then on the agent side, it's,Akshat [00:41:52]: We're still working very closely with our customers because stuff is changing so fast in terms of what they need. And, I think beyond sandboxes and persistent file systems, there's a lot of other things people will need from this agent stack as they build production agents. So yeah, we're thinking about those other things that fit in there.Swyx [00:42:13]: I want to ask what the other things are.Akshat [00:42:15]: Yeah. I probably should share right now.Swyx [00:42:17]: I think-- I think, okay, so, I do think a lot about the principal components of cloud, and you do talk about compute storage networking.Akshat [00:42:25]: Yeah.Swyx [00:42:25]: Because so far for me, it's fine. so far for the. the first couple generations of cloud, it's fine. What's different, qualitatively different about agents that you need some new permission level? Like a lot of people, okay, and I'll just kinda spew tokens at you until it like hopefully sparks something.Akshat [00:42:43]: Yeah.Swyx [00:42:44]: Like the new level now is whatever Claude Code does, which is dangerously scope permissions or like allow list by command or like whatever, right? And sometimes they're like, “Well, okay, we have like this adaptive thinking mode where like, just trust me, bro. I will make the calls for you.” Is that it? like mediated permissions.Hard Guardrails vs. LLM-Mediated PermissionsVibhu [00:43:03]: Now you're looping it with a goal and letting it roll.Akshat [00:43:06]: Yeah, I'm, I'm skeptical of LLM media permission for stuff that is at the sandbox level because you do want hard boundaries.Swyx [00:43:16]: Yeah.Akshat [00:43:16]: Otherwise, someone can exfiltrate stuff.Swyx [00:43:20]: But likeAkshat [00:43:20]: YeahSwyx [00:43:20]: Maybe that's old school thinking. Maybe we're the dinosaurs.Swyx [00:43:23]: Maybe the AI OS or the LLM OS is really the kernel is a goddamn LLM.Swyx [00:43:30]: Like it makes you feel uncomfortable.Akshat [00:43:31]: Yeah, I'm, I'm toldSwyx [00:43:32]: But that's what trusting the LLM is. Like imagine a spherical cow perfect LLM.Akshat [00:43:36]: Right.Swyx [00:43:37]: That it.Akshat [00:43:39]: Maybe.Swyx [00:43:41]: I wanna test the boundaries, right?Akshat [00:43:42]: Yeah.Swyx [00:43:42]: Like, and I don't believe that, but I wanna see where I'm wrong ‘cause that's, that's the consensus.Akshat [00:43:49]: Yeah. I think you always need hard guardrails when you want, And you can pair those with softer guardrails, right? And that's gonna be a lot of mediated.Managed Agents and Specialized SandboxesSwyx [00:44:00]: There. I'll also get you a end with a couple of your commentary on like the ecosystem outside of Modal. Manage agents. Everyone has one. Gemini, OpenAI, Claude, very useful for you, but also like it is their way of starting to edge into your space.Akshat [00:44:17]: Yeah.Swyx [00:44:17]: What's going on?Akshat [00:44:19]: Yeah, we're, very excited to partner with Anthropic and some of the other foundation labs, will not name who we're also working with. the way we see it is the manage agent thing is a great place to start if you're starting out building an agent and, But then when you get to, building something more production grade, like you're a company that's like Ramp that's building their own, Ramp also runs their accounting agent on us, so their external-facing agent. You need a lot more control over, your compute primitive on things like, what sort - how do you persist different files that the agent has access to, and how do you snapshot and restore? How do you control the networking? maybe you want GPUs. When you get to that point, you kinda want, a specialized sandbox provider, that gives you those things, and that's the role that we are trying to play.Swyx [00:45:15]: YeahAkshat [00:45:16]: We don't really have an opinion on the harness, whether it runs - it's a cloud-managed agent, and you hook it up to Model Sandbox, or you run the harness in Model Sandbox. We'll see where people converge with that.Swyx [00:45:26]: Yeah. Do you any opinions on like the meta harnesses, or just another layer on top of these things?Akshat [00:45:31]: You mean like the OpenPipeSwyx [00:45:33]: OpenPipe is one. I think Vercel had one, which I can't remember the name of right now. Fredshot had one. and then, to me, most recently was Data Databricks that had Omnigen. All these are meta harness. Like it's kinda pseudo agent cloud type things.Akshat [00:45:50]: I personally have not played around with them.Swyx [00:45:53]: Yeah.Akshat [00:45:53]: Build agents with them.Swyx [00:45:54]: Everything's bullish Modal, as long as it consumes more infra.Akshat [00:45:57]: That's why we're focusing on the infra layer. It's somewhere where our, relative competence is and, also it's a hard problem to solve.Swyx [00:46:06]: Yeah. I will say like just generally reflecting on that, I don't know if - if there's other topics on Modal, but like just generally reflecting as an infra person, not as intense as you, but in that field, this has like been the most exciting time in infra. Like it was boring for a while, and you couldn't really get people excited about data infrastructure. Like Eric would get on Data Console, everyone just watched the video and like say, “Look at how many sandboxes I can spin up,” and no one gave a crap.Why Infrastructure Became Exciting AgainAkshat [00:46:39]: Yeah.Swyx [00:46:40]: And like now everyone gives a crap.Akshat [00:46:42]: That's true. It is a very exciting time, and I think a lot of that's driven by just the amount of scale all of this stuff needs.Swyx [00:46:50]: I think the, like a lot of your initiatives or a lot of your like product directions make sense in retrospect, which is like the best kind, but I wouldn't necessarily have thought about it myself, which.Akshat [00:47:00]: We need the predictions.Swyx [00:47:02]: I think there's a lot that you just don't even see, right? Like you have the batch, you have the voice, you have the multimodal, but what else?Akshat [00:47:10]: What else is coming up for usSwyx [00:47:11]: Yeah. Where do you see things going?Akshat [00:47:13]: Yeah. I, in generalBiotech, Robotics, and Non-LLM AI WorkloadsAkshat [00:47:15]: It's it's clear that there's there's a huge shift happening. I think one thing that's not as obvious to people because LLM inference gets talked about so much and is also we work a lot of companies that are, doing things like drug discovery and computational bio, like the Chai Discoveries of the world. Big things are probably gonna happen there. we work a lot of robotics companies that are putting robots in like active deployments and getting good results out of them.Swyx [00:47:45]: Is there Air Gap Modal? Is there a version that is like prem air gapped whatever?Akshat [00:47:50]: No. We,Swyx [00:47:51]: You should cloud only.Akshat [00:47:51]: Yeah.Swyx [00:47:52]: Yeah. Okay. But yeah, so what you're saying is like because you're focused on primitives and they're good primitives, you find use cases in all these kinds of things.Akshat [00:48:01]: Yeah.Swyx [00:48:01]: Probably diversifies you a little bit away from LMS all the time.Akshat [00:48:05]: Yeah, absolutely. We're, we'- our goal isn't to only serve the LLM inference market.Swyx [00:48:10]: There are a lot just on the website, the audio,Akshat [00:48:12]: Yeah. We said both onSwyx [00:48:14]: Computational bio images. Yeah, there's a lot here. There's QTA TTS, customizing. Oh, Chatterbox. there was customizing Whisper.Akshat [00:48:24]: Okay. Yeah.Swyx [00:48:25]: This screen reminds me of a fallen competitor, which Replicate.Model APIs vs. Differentiated AI ProductsSwyx [00:48:31]: What's your postmortem on what happened?Akshat [00:48:34]: This is one thing we've stayed away from is providing an API for models because I think providing model APIs is some of it ends up serving like a really hobbyist market, which is much less sticky.Swyx [00:48:50]: Yeah.Akshat [00:48:50]: And we've always wanted to build for companies that are building products and need more flexibility that's not just an API.Swyx [00:48:57]: Which you can build an API for a model and this is clearly what it is. But you - but what you're saying, you can wrap it into a more fully functioning back end that you run.Akshat [00:49:06]: Yeah. So all of our examples, it's not that spin up this model, here's an API token, use it. They're all code.Swyx [00:49:13]: Okay.Akshat [00:49:13]: And so the point is that this is just an example.Swyx [00:49:16]: Starter code.Akshat [00:49:17]: Yeah. But you can tweak it however you want.Swyx [00:49:20]: Yeah.Akshat [00:49:21]: And if you're like a company building a product, like, computational bio whatnot, yeah.Swyx [00:49:26]: I guess I'm trying to tease out for listenersAkshat [00:49:28]: YeahSwyx [00:49:28]: When does it stop becoming, oh, you're just an API call and you're just a wrapper on API to becoming what you call a product, right?Swyx [00:49:36]: Like, what is that layer? Like what-- Like, more lines of code, but like beyond that, what is the substance that people add that qualifies it to be something more?Akshat [00:49:46]: I think there's a little bit of like a selection effect of like a lot of the companies who do wanna get deeper into that level are probably building something that's more differentiated. And, I think, an example is like - with LLM inference, originally we, worked with companies that were building their own post-training frameworks or they were, - Ramp early in the day was training their own tokenizer and like swapping out the tokenizer in Llama and whatnot. I'm not saying that's, that successful, in that case. But a better example is like, let's say Suno. because Suno, does not use Modal for training.Swyx [00:50:26]: Mikey on the pod. Yeah.Akshat [00:50:27]: But they use Modal for all their inference and that's because they have like a custom-- They have completely custom model architecture and that means that they have to be at the code level and tweak things that are not, just an API.Swyx [00:50:41]: It's interesting as well, like we had, Ethan, most recently on the xAI Groq team make a prediction that like the next tier in video gen is not a better video model, it's a better model or agent that orchestrates video models.Video Agents and Production WorkflowsAkshat [00:50:56]: Oh, interesting.Vibhu [00:50:56]: Language model backbone that can use toolsAkshat [00:50:58]: RightVibhu [00:50:59]: And write code.Akshat [00:51:00]: Like, yes, I can make my second video or my second video from Groq, but I want my minute video.Akshat [00:51:06]: And I'm not going there through normal video gen.Swyx [00:51:10]: Yeah, that's interesting. I - So we have GPU sandboxes and recently have seen a few companies doing agents that do video manipulation or,Akshat [00:51:22]: Yeah. Give it FFmpeg and just do it.Swyx [00:51:23]: Run FFmpeg. But likeAkshat [00:51:25]: That's not enough.Swyx [00:51:25]: Yeah.Akshat [00:51:26]: You need to give it Adobe.Swyx [00:51:27]: Yeah, I hadn't put it together with like it would be a video production thing. in my mind these things were going more towards editingAkshat [00:51:36]: Yeah.Vibhu [00:51:36]: Well, shout out Mantis.Akshat [00:51:37]: I think about this a lot.Swyx [00:51:38]: .Akshat [00:51:41]: Yeah. Sorry.Vibhu [00:51:41]: Luma. Luma Agent is a version of this for video production, but it's a off.Swyx [00:51:46]: I was gonna get your quick takes, on some other stuff that happensGitpod/Ona, CI, and Runtime SandboxesSwyx [00:51:50]: In recent news and just-just see if you have anything interesting. Gitpod, very li

En este episodio del iSenaCode Live, repasamos todas las noticias más importantes de la semana sobre Apple, inteligencia artificial y tecnología.Hablamos de la inminente llegada de la beta pública de iOS 27, las referencias encontradas a los posibles AirPods Ultra, el futuro de los AirPods con cámara, los nuevos rumores sobre el MacBook Pro M6, el iPhone 18 Pro, el sorprendente éxito del Mac mini como ordenador para ejecutar IA local, las conversaciones entre Apple y la Unión Europea para desbloquear Siri AI y el misterioso nuevo dispositivo físico que OpenAI prepara junto a Codex.Además analizamos qué significan todas estas filtraciones para el futuro del ecosistema Apple y cómo podrían cambiar nuestra forma de utilizar la inteligencia artificial durante los próximos meses.Si te apasiona Apple, iPhone, Mac, la IA y quieres estar siempre al día, este episodio es para ti.

Who Can Set Up a VPN? (Episode 340) by Moose, Ceaz, Dona, & Joz

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Kris and David are back this week to discuss the week-plus that was April 28-May 5, 1986, a show requested by Joe Finnerty on our Patreon with a $25 pledge. Topics of discussion include:The final gasp of the glory days of World Class, as we talk about the 3rd Annual David Von Erich Memorial Parade of Champions at Texas Stadium, featuring the end of the Freebirds basically as they depart for the UWF, plus the return of Chris Adams from his "blindness" angle and much more.Hell freezing over as Harley Race makes his WWF debut in Toronto just days after working a Central States show in Kansas City.Saturday Night's Main Event on NBC featuring Hulk Hogan and the Junkyard Dog vs. the Funks, Jake the Snake DDTing Ricky Steamboat on the floor, and Uncle Elmer's final WWF match, as he was fired right after the show.News from Roddy Piper filming the movie Body Slam, and how the battle lines were drawn on set as far as which wrestlers would hang out with other wrestlers from a given promotion.Andre the Giant refusing to cooperate with Akira Maeda, leading to one of the strangest pro wrestling matches ever on a New Japan TV taping, plus the story of how the video of the match, which never aired, originally leaked out.The last Pro Wrestling USA-branded show at the Meadowlands.Who is that masked man in Continental?Jerry Lawler strips J.D. Costello on Memphis TV, revealing Costello's garter belt.The Fabulous Freebirds contract signing video on UWF TV, which was fantastic.Bruiser Brody and John Nord getting suspended in Las Vegas for playing rough.For the 2nd straight year, an NFL 1st round draft pick is threatening to go to pro wrestling to get more money.Baby Doll returning to TV after being attacked Jim Cornette and the Midnight Express…and she's joined by the James Boys to do her bidding.Tully Blanchard & Ronnie Garvin take up essentially the whole hour of NWA Worldwide Wrestling with their National Title match, and it's a great episode.This was a tremendous show and we hope you will enjoy it!!!Timestamps:0:00:00 WCCW0:38:47 WWF1:54:59 Int'l: JPW, NJPW, AJW, Montreal, Stampede, Vancouver All-Star, & WWC2:17:44 Classic Commercial Break2:20:53 Halftime3:03:21 Other USA: PWUSA, NWF, CWF, Continental, CWA/Memphis, UWF, AWA, Central States, & Portland4:32:22 Jim Crockett PromotionsTo support the show and get access to exclusive rewards like special members-only monthly themed shows, go to our Patreon page at Patreon.com/BetweenTheSheets and become an ongoing Patron. Becoming a Between the Sheets Patron will also get you exclusive access to not only the monthly themed episode of Between the Sheets, but also access to our new mailbag segment, a Patron-only chat room on Slack, and anything else we do outside of the main shows!If you're looking for the best deal on a VPN service—short for Virtual Private Network, it helps you get around regional restrictions as well as browse the internet more securely—then Private Internet Access is what you've been looking for. Not only will using our link help support Between The Sheets, but you'll get a special discount, with prices as low as $1.98/month if you go with a 40 month subscription. With numerous great features and even a TV-specific Android app to make streaming easier, there is no better choice if you're looking to subscribe to My AEW and other region-locked services.For the best in both current and classic indie wrestling streaming, make sure to check out IndependentWrestling.tv and use coupon code BTSPOD for a free 5 day trial! (You can also go directly to TinyURL.com/IWTVsheets to sign up that way.) If you convert to a paid subscriber, we get a kickback for referring you, allowing you to support both the show and the indie scene.To subscribe, you can find us on iTunes, Google Play, and just about every other podcast app's directory, or you can also paste Feeds.FeedBurner.com/BTSheets into your favorite podcast app using whatever “add feed manually” option it has.Advertising Inquiries: https://redcircle.com/brands

Solomonster reviews WWE Smackdown with Sami Zayn's first (and possibly only) Friday night as WWE champion, Cody Rhodes and Jey Uso fighting for the right to challenge for the title on Raw next week in Chicago, plus Rey Fenix defends his AAA Cruiserweight title against Vikingo and the first matches confirmed for Saturday Night's Main Event.Support my sponsors this week by using the links below!EXPRESSVPN ▶ Get an extra FOUR MONTHS FREE of the #1 trusted VPN at http://www.expressvpn.com/solomonsterWIX HARMONY ▶ The NEW WAY to create websites!  Try it FREE at http://www.wix.com/harmony***Follow Solomonster on X (formerly Twitter) for news and opinion:http://x.com/solomonsterSubscribe to the Solomonster Sounds Off on YouTube:https://www.youtube.com/user/TheSolomonster?sub_confirmation=1Become a Solomonster Sounds Off Channel Member:https://www.youtube.com/channel/UC9jcg7mk93fGNqWPMfl_Aig/join

The AI revolution keeps delivering exactly the future nobody asked for. A low-skill hacker used Claude Code and Codex to compromise fourteen companies with prompts so vague they could've been written by your uncle trying to reset his AOL password. Ford, meanwhile, spent millions trying to automate engineering before sheepishly rehiring the graybeards who actually know how cars work. Brown University discovered what happens when half your class outsources economics homework to ChatGPT, Meta ran out of AI compute after borrowing Google's, Oracle is warning investors that the AI data-center bubble could implode for approximately every reason imaginable, and contractors hired to improve AI models are secretly using AI to generate the training data. Congratulations, everyone: we've successfully invented photocopying a photocopy until all that's left is gray mush.The collateral damage keeps piling up. Volkswagen is reportedly preparing to slash another 100,000 jobs, Hyundai workers are threatening to strike before Boston Dynamics' humanoid robots take theirs, California has launched an AI layoff tracker because somebody figured we'd better start counting, and the "almost homeless" subreddit is becoming one of the bleakest economic indicators on the internet. Tesla quietly settles another fatal Full Self-Driving lawsuit, Australia discovers teenagers can outsmart age verification by clicking "Yes, I'm 18," Amazon is getting sued Down Under for making ad-free Prime customers pay more to stay ad-free, and prediction markets continue insisting they're sophisticated financial instruments rather than gambling with better branding. Sure, and Beanie Babies were an asset class.Meanwhile, the AI infrastructure gold rush has become lucrative for everyone, including organized cargo thieves stealing millions in data-center equipment. NASA is attempting a robotic rescue mission worthy of a Saturday morning cartoon, astronomers are begging humanity to stop filling the night sky with satellites before we pave over the universe with orbital billboards, and Meta has discovered yet another way to charge people a subscription for hardware they already bought. In Media Candy, Sugar keeps delivering, Bodkin is worth your time, I Will Find You absolutely is not, and Kobo quietly lands one on Amazon by integrating StoryGraph while Kindle owners get AI book summaries they didn't ask for. Sometimes the future feels like science fiction. This week it feels like someone accidentally trained the simulation on late-stage capitalism and never bothered to check the output.Sponsors:StoryBlocks - For a limited time, they're offering 15% off any annual plan at storyblocks.com/gogPrivate Internet Access - Go to GOG.Show/vpn and sign up today. 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Go to SetApp and get started today!!!1Password - Get a great deal on the only password manager recommended by Grumpy Old Geeks! gog.show/1passwordShow notes at https://gog.show/753Watch on YouTube at https://youtu.be/B-r6M-Na60wSHOW NOTESNo-Skill Hacker Uses Claude/Codex to Hit 14 SitesA newbie hacker used "vague, low-skill prompts" in Claude and Codex to breach 14 companies, and the AI Agents did all the legworkFord rehires ‘gray beard' engineers after AI falls shortVolkswagen reportedly plans to cut 100,000 jobsThe ‘Almost Homeless' Subreddit Is a Stark Glimpse at Soaring Wealth InequalityTesla settles lawsuit over fatal pedestrian crash involving Full Self-DrivingKalshi sues Illinois over new tax on prediction market sports betsRick Rubin Stars in Polymarket CommercialBrown University Professor Horrified to Discover Largest AI Cheating Scandal in Ivy League HistoryAustralia Lawsuit Against Amazon Intensifies Company's Legal Backlash Over AdvertisingAustralia's social media ban may not be that effective, study findsAustralia doubles the maximum penalty for its social media banHalf of social media child safety features don't work, report claimsAI Companies Are Learning an Ironic Lesson as the People They Pay to Improve Their Chatbots Are Just Feeding AI Slop Into ThemCalifornia launches tracker for AI-related job lossesKorean Workers Vote to Go On Strike, Fearing Robots Could Replace ThemGoogle limits Meta's use of its Gemini AI modelsMeta, like SpaceX, looks to turn excess AI compute into cashOracle's Data Center Warning Is a Worst-Case Scenario for the Whole AI BoomThieves Are Absolutely Loving All of These New Data Center ProjectsHeads Up: NASA to Launch 'Daring' Telescope Rescue Mission This WeekESO Study Finds That No More Than 100,000 Satellites Should Orbit EarthI Will Find YouSugar Season 2BodkinThe Odyssey | Official Countdown TrailerSILO - How did we lose this world?The Kindle app for iOS has features your aging Kindle doesn'tWatch out, Amazon: The Kobo eReader now has a Goodreads rivalMeta is adding ridiculous ‘rate limits' and a soft paywall to its smart glassesTrackalot - One-tap Event Tracking on iOSSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Solomonster reviews AEW Dynamite after Forbidden Door with MJF defending the World championship against Mark Briscoe, a NEW TBS champion crowned and a MAJOR title match made for next week's Beach Break show.  These post-PPV episodes tend to be very uneventful, but this was one of the better ones AEW has done.Support my sponsors this week by using the links below!EXPRESSVPN ▶ Get an extra FOUR MONTHS FREE of the #1 trusted VPN at http://www.expressvpn.com/solomonsterWIX HARMONY ▶ The NEW WAY to create websites!  Try it FREE at http://www.wix.com/harmony***Follow Solomonster on X (formerly Twitter) for news and opinion:http://x.com/solomonsterSubscribe to the Solomonster Sounds Off on YouTube:https://www.youtube.com/user/TheSolomonster?sub_confirmation=1Become a Solomonster Sounds Off Channel Member:https://www.youtube.com/channel/UC9jcg7mk93fGNqWPMfl_Aig/join

Solomonster reviews the WWE Raw after Night of Champions with TWO MAJOR Summerslam matches confirmed, including a Hell in a Cell match and Oba Femi NOT challenging for a championship on that show (yes, even after winning KOTR).Support my sponsors this week by using the links below!EXPRESSVPN ▶ Get an extra FOUR MONTHS FREE of the #1 trusted VPN at http://www.expressvpn.com/solomonsterWIX HARMONY ▶ The NEW WAY to create websites!  Try it FREE at http://www.wix.com/harmony***Follow Solomonster on X (formerly Twitter) for news and opinion:http://x.com/solomonsterSubscribe to the Solomonster Sounds Off on YouTube:https://www.youtube.com/user/TheSolomonster?sub_confirmation=1Become a Solomonster Sounds Off Channel Member:https://www.youtube.com/channel/UC9jcg7mk93fGNqWPMfl_Aig/join