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Pete and Gary continue their special series on Egypt and the Sudan, 1882 to 1898.Pete's new book on Egypt and the Sudan, Chain of Fire, is available now. Get an autographed copy at https://peter-hart.sumupstore.com/Presenters: Peter Hart and Gary BainPublisher: Mat McLachlanProducer: Jess StebnickiVisit Gallipoli with Pete and Gary! Go to https://phbt.uk/ for more information!Become a member to listen ad-free and receive special bonus content for only £2 per month: https://plus.acast.com/s/pete-and-garys-military-historySupport the show with a one-off contribution: https://buymeacoffee.com/pgmhFind out everything Pete and Gary are doing at https://linktr.ee/pgmhFor more great history content, visit www.LivingHistoryTV.com, or subscribe to our YouTube channel at https://www.youtube.com/c/LivingHistoryTV Become a member at https://plus.acast.com/s/pete-and-garys-military-history. Hosted on Acast. See acast.com/privacy for more information.
Rizz's son is on the road for good. Do you know music then play the game with us today. Google search data reveals most misspelled word for Texas.Charges have been filed against Festus resident Jack Roper, 56, following an eventful vehicle pursuit that ended dramatically on the Chain of Rocks Bridge.St. Louis City SC's Olof Mellberg fired less than a year into his coaching tenure.The top 10 Tom Cruise movies. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
Jon Kol, founder of Hyperlane, joins Sam Kamani to dive deep into one of crypto's biggest challenges—interoperability. From his days at Morgan Stanley to building Hyperlane, Jon shares how they're enabling any chain to communicate with any other through permissionless, modular frameworks. He explains why monolithic architectures can't scale, how modular security flips the bridge security model, and why interchain accounts will redefine how users interact with Web3. If you're building across chains, this episode is a must-listen.Key Timestamps[00:00:00] Introduction: Sam introduces Jon Kol and the mission of Hyperlane—interoperability for every chain.[00:01:00] Early Crypto Days: Jon shares his Bitcoin and Ethereum rabbit hole moment at Morgan Stanley.[00:03:00] From Wall Street to Web3: Why he left traditional finance to help rebuild the internet of value.[00:06:00] Why Hyperlane: The realization that one chain can't serve global finance—and the need for scalable communication.[00:08:00] Building Blocks: The philosophy behind Hyperlane and how it differs from LayerZero, Cosmos, etc.[00:10:00] Modular Interoperability: Any chain, any VM—Hyperlane can connect them all.[00:12:00] Security First: How Hyperlane's modular security avoids the “one breach risks all” trap.[00:14:00] Defense in Depth: Let developers stack their own security modules and future-proof integrations.[00:18:00] Use Cases: From DeFi bridges to governance, interchain AMMs, and yield routing via Superform.[00:22:00] Interchain Accounts: Why the future is one wallet, infinite access—regardless of chain or VM.[00:26:00] The Stablecoin Pain Point: Fragmentation across chains and the case for gasless, one-click stablecoin transfers.[00:30:00] Lessons Learned: What Jon would do differently—don't wait for others, build use cases in-house.[00:34:00] 2025 Vision: Interoperability becomes invisible—users stay on one chain, access anything cross-chain.[00:36:00] The Ask: Hyperlane is hiring builders who want to fix fragmentation and unlock Web3's next layer.Connecthttps://hyperlane.xyz/https://x.com/hyperlanehttps://www.linkedin.com/in/jon-kol-4bb37a9b/https://x.com/thepalenimbusDisclaimerNothing mentioned in this podcast is investment advice and please do your own research. Finally, it would mean a lot if you can leave a review of this podcast on Apple Podcasts or Spotify and share this podcast with a friend.Be a guest on the podcast or contact us - https://www.web3pod.xyz/
SPONSORS HERE: 1) American Financing: Go to https://www.AmericanFinancing.net/Dorey or call 888-991-9788 today! PATREON: https://www.patreon.com/JulianDorey (***TIMESTAMPS in Description Below) ~ Erik Dean Prince is an American businessman, investor, author, and former U.S. Navy SEAL officer, and the founder of the private military company Blackwater. ERIK'S LINKS: X: https://x.com/realErikDPrince BUY HIS BOOK: https://www.amazon.com/Civilian-Warriors-Inside-Blackwater-Unsung/dp/1591847214 BUY HIS UNPLUGGED PHONE: https://unplugged.com/ FOLLOW JULIAN DOREY INSTAGRAM (Podcast): https://www.instagram.com/juliandoreypodcast/ INSTAGRAM (Personal): https://www.instagram.com/julianddorey/ X: https://twitter.com/julianddorey JULIAN YT CHANNELS - SUBSCRIBE to Julian Dorey Clips YT: https://www.youtube.com/@juliandoreyclips - SUBSCRIBE to Julian Dorey Daily YT: https://www.youtube.com/@JulianDoreyDaily - SUBSCRIBE to Best of JDP: https://www.youtube.com/@bestofJDP ****TIMESTAMPS**** 00:00 – Upbringing, Russia Trip, Nicaragua Mass Graves, Socialist Churches 14:51 – Bipartisan System Failure, Founding Fathers, Normandy Visit 24:39 – Navy Story, Hillsdale, Firefighter, Blackwater CEO Moment 32:31 – Bureaucracy vs Private, Hell Week, Leaving Navy (Family) 40:21 – Haiti, Sniper School, Blackwater Start, Leadership Mistakes 54:38 – USS Cole, 9/11, Blackwater Scaling, Cost Efficiency 01:05:31 – Chain of Command, Mental Health, Afghanistan Fallout 01:18:03 – Afghanistan Collapse, Trump's NatSec Team, USAID & Pentagon 01:26:07 – Afghan/Iraq Invasions, Blocked Plans, Al-Zarqawi Blowback 01:39:05 – CIA NOC Leak 01:47:23 – Nisour Square, CIA NOC Ends, Isolation 02:01:19 – Sentencing, Pardon, Blackwater Fallout, Somali Piracy Pivot 02:09:19 – UAE Life, China Bike Trip, China's Rise 02:19:49 – Cartels = Terror Orgs 02:25:26 – NOC Leak Explainer, Afghanistan Prediction 02:33:27 – Israel–Hamas, Tunnel Driller, IDF Self-Casualties 02:46:40 - Unplugged Phone CREDITS: - Host, Editor & Producer: Julian Dorey - In-Studio Producer: Alessi Allaman - https://www.youtube.com/@UCyLKzv5fKxGmVQg3cMJJzyQ Julian Dorey Podcast Episode 305 - Erik Prince Music by Artlist.io Learn more about your ad choices. Visit podcastchoices.com/adchoices
Chad Draizin of Portland’s 50 Licks sold his first scoop of ice cream in 2009 at a street fair. After several years of pop-up events and selling to local grocery stores, he opened his first brick-and-mortar shop in 2013 in the Clinton Street neighborhood, but it was in 2017 that Draizin says his business transformed with the opening of the E. Burnside & 28th location - on a busy corner near dozens of restaurants and a movie theater right across the street. Business boomed, and he was able to open another location in Northwest. That’s why the fire in May 2024, which consumed the inside of the historic building, was so devastating. But Draizin managed to keep the other stores going and create a pop-up location at Washington Square Mall. He joins us to share what recovery over the last year has looked like, and his hopes for getting back into his dream location on Burnside.
Our heroes take a tiny break to buy some things. Sometimes our heroes don't know what magical items will help them but luckily there is always someone to help. But also, let's be serious, potions are so powerful and important.The adventure continues with Screech Echo (Mike Bachmann), Selene Von Esper (Jennifer Cheek), R'Oarc (Nika Howard), T'Chuck (Tim Lanning), and our Dungeon Master Michael DiMauro. Don't forget to follow our editor David Stewart! Podcast art by https://bsky.app/profile/zackmeyman.bsky.social!Want the world to see your fan art?Post it with #DrunksAndDoodlesFind more info by clicking right here - https://linktr.ee/GAPCast Hosted on Acast. See acast.com/privacy for more information.
Epicenter - Learn about Blockchain, Ethereum, Bitcoin and Distributed Technologies
We couldn't miss the Avalanche Summit where we sat down with Emin Gün Sirer, co-founder & CEO of Ava Labs, to discuss the evolution of Avalanche's ecosystem and how HyperSDK ushers in a scalable, interoperable, multi-chain future. Join us for a fascinating discussion on Avalanche's approach to decentralisation, scalability & interoperability, and learn why real-world applicability relies heavily on bespoke blockchain solutions.Topics covered in this episode:Gün x Epicenter bromanceHow the Avalanche ecosystem & community evolvedThe future vision for AvalancheScaling Avalanche and the HyperSDKInteroperability and the multi-chain futureDecentralising Avalanche L1sUse cases and institutional adoptionOn-chain privacyAvaCloudThe impact of AI in cryptoGün's focus in the near futureEpisode links:Emin Gun Sirer on XAvalanche on XAva Labs on XSponsors:Gnosis: Gnosis builds decentralized infrastructure for the Ethereum ecosystem, since 2015. This year marks the launch of Gnosis Pay— the world's first Decentralized Payment Network. Get started today at - gnosis.ioChorus One: one of the largest node operators worldwide, trusted by 175,000+ accounts across more than 60 networks, Chorus One combines institutional-grade security with the highest yields at - chorus.oneThis episode is hosted by Brian Fabian Crain.
To watch a video version of this podcast, click here: https://youtu.be/B4lgieKGvtIIn this episode of the Structure Talk Podcast, hosts Reuben Saltzman and Tessa Murry welcome back Noah Gavic from Brothers Underground to discuss various sewer types and cleaning techniques. Noah shares insights on the most common pipe types, including cast iron and clay tile, and explains the importance of proper cleaning methods like chain cleaning and jetting. They cover the risks associated with DIY drain cleaning and the costs of hiring professionals for sewer maintenance. In this conversation, the speakers delve into the complexities of sewer lines, discussing the various types of pipes used in plumbing, their historical context, and the responsibilities of homeowners regarding shared sewer lines. They explore the implications of different materials, such as cement, asbestos, and Orangeburg, and the modern alternatives like PVC and HDPE. They also discuss the lifespan of these materials and the importance of proper installation to avoid costly repairs and various aspects of sewer line repairs, focusing on the importance of proper techniques, materials, and the need for homeowners to hire knowledgeable professionals. They delve into the geographic variations in sewer materials, the process of accessing and repairing sewer lines, and the different methods and technologies used in pipe lining. They emphasize the significance of understanding the complexities of sewer repairs and the potential pitfalls of hiring inexperienced contractors.Here's the link to Noah Gavic's company: https://www.brosunderground.com/Check this link to Tessa's website: https://www.yourhousecoach.com/TakeawaysNoah Gavic has 21 years of experience in the plumbing industry.Brothers Underground focuses on educating customers about their sewer options.Cast iron and clay tile are the two most common sewer pipe types.Roots intrude into pipes primarily through leaks, not through solid walls.Chain cleaning is a high-speed, low-torque method for cleaning pipes.Improper chain cleaning can damage pipes, leading to costly repairs.Jetter machines use high-pressure water to clean pipes without damaging them.Homeowners should be cautious about DIY drain cleaning due to potential risks.Professional drain cleaning costs can range from $300 to $2400 depending on the service.Knowing the length of a sewer line is crucial for effective cleaning. Access to sewer lines can be forgotten or lost.Sewer line lengths can vary significantly based on connections.Homeowners share responsibility for shared sewer lines.Historical codes have changed regarding sewer installations.Cement asbestos pipes are common in homes built in the 50s and 60s.Orangeburg pipes are known for their poor durability.PVC is the most common pipe used today, but it has limitations.HDPE is flexible and resistant to breaking under pressure.Proper installation is crucial to avoid future plumbing issues.Lining pipes can extend their lifespan and prevent leaks. Proper sewer line repairs require the right materials and techniques.Geographic variations affect the types of materials used in sewer systems.Accessing sewer lines can be done through clean-out access points.The lining process involves inserting a liner that hardens in place.Different methods exist for lining pipes, including pull-in-place and inversion techniques.Curing methods for liners can vary, including steam and UV light.Choosing the right materials is crucial for effective repairs.Homeowners should be cautious when hiring contractors for sewer repairs.Lifetime warranties on repairs may not be reliable.
Our 210th episode with a summary and discussion of last week's big AI news! Recorded on 05/23/2025 Hosted by Andrey Kurenkov and Jeremie Harris. Feel free to email us your questions and feedback at contact@lastweekinai.com and/or hello@gladstone.ai Read out our text newsletter and comment on the podcast at https://lastweekin.ai/. Join our Discord here! https://discord.gg/nTyezGSKwP In this episode: Google's Gemini diffusion technology showcases significant improvements in speed and efficiency for generating text, potentially revolutionizing the auto-regressive generation paradigm. Anthropic activates AI Safety Level 3 protections for Claude Opus 4, implementing robust measures such as bug bounties, synthetic jailbreak data, and preliminary egress bandwidth controls to mitigate bio-risk threats. OpenAI responds to the California Attorney General, refuting claims by the not-for-private-gain coalition and defending their controversial restructuring plans amidst ongoing criticism. Mistral delays the release of its Llama 4 Behemoth model due to training challenges, while Meta faces similar obstacles in rolling out its large-scale AI models, signaling difficulties in reaching frontier level performance. Timestamps + Links: (00:00:00) Intro / Banter (00:01:43) News Preview Tools & Apps (00:02:58) Anthropic's new Claude 4 AI models can reason over many steps (00:09:58) Google Unveils A.I. Chatbot, Signaling a New Era for Search (00:14:04) Google rolls out Project Mariner, its web-browsing AI agent (00:16:40) Veo 3 can generate videos — and soundtracks to go along with them (00:21:26) Imagen 4 is Google's newest AI image generator (00:23:15) Google Meet is getting real-time speech translation (00:25:36) Google's new Jules AI agent will help developers fix buggy code (00:26:43) GitHub's new AI coding agent can fix bugs for you (00:28:50) Mistral's new Devstral model was designed for coding Applications & Business (00:29:53) OpenAI Unites With Jony Ive in $6.5 Billion Deal to Create A.I. Devices (00:36:10) OpenAI's planned data center in Abu Dhabi would be bigger than Monaco (00:41:18) LM Arena, the organization behind popular AI leaderboards, lands $100M (00:45:21) Nvidia CEO says next chip after H20 for China won't be from Hopper series (00:46:39) Google's Gemini AI app has 400M monthly active users (00:51:15) AI Servers: End demand intact, but rising gap between upstream build and system production (2025.5.18) Projects & Open Source (00:53:46) Meta Is Delaying the Rollout of Its Flagship AI Model Research & Advancements (00:57:53) Gemini Diffusion (01:03:07) Chain-of-Model Learning for Language Model (01:09:16) Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space (01:15:38) Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training (01:20:16) Lessons from Defending Gemini Against Indirect Prompt Injections (01:23:35) How Fast Can Algorithms Advance Capabilities? (01:30:20) Reinforcement Learning Finetunes Small Subnetworks in Large Language Models Policy & Safety (01:31:12) Exclusive: What OpenAI Told California's Attorney General (01:38:25) Activating AI Safety Level 3 Protections
Join Amanda, Geoff, and Ben as we draft our favorite chain restaurants. Tell us what we missed and what you would have included on your list! @you_havent_seen_thatThank you for listening! We'll be back next week to review Dear Evan Hanson so be sure to watch along with us. Follow us on our social channels @you_havent_seen_that You can find every episode on Apple Podcasts and Spotify.
600+ people, no Wi-FiMesh wallets + solar validatorsNFTs, $SOL, and $DUST handled all tradesFull sync to chain post-event
PRC: ATTACKING THE FIRST ISLAND CHAIN. JIM HOLMES, @GORDONGCHANG, GATESTONE, NEWSWEEK, THE HILL 1898 MANILA BAY
Pete and Gary continue their special series on Egypt and the Sudan, 1882 to 1898. This week it's the siege of Khartoum.Pete's new book on Egypt and the Sudan, Chain of Fire, is available now. Get an autographed copy at https://peter-hart.sumupstore.com/Presenters: Peter Hart and Gary BainPublisher: Mat McLachlanProducer: Jess StebnickiVisit Gallipoli with Pete and Gary! Go to https://phbt.uk/ for more information!Become a member to listen ad-free and receive special bonus content for only £2 per month: https://plus.acast.com/s/pete-and-garys-military-historySupport the show with a one-off contribution: https://buymeacoffee.com/pgmhFind out everything Pete and Gary are doing at https://linktr.ee/pgmhFor more great history content, visit www.LivingHistoryTV.com, or subscribe to our YouTube channel at https://www.youtube.com/c/LivingHistoryTV Become a member at https://plus.acast.com/s/pete-and-garys-military-history. Hosted on Acast. See acast.com/privacy for more information.
Anthony Anzalone is the CEO and Founder of XION, the first layer 1 blockchain purpose-built for consumer adoption by abstracting away the complexities of crypto. Previously known for his "Burnt Banksy" project that sparked global discourse on NFTs, Anthony has established himself as a pioneering figure in Web3 with his work covered by Bloomberg, BBC, CBS, and other major media outlets.Through his leadership at XION, Anthony focuses on democratizing blockchain technology through chain abstraction, enabling partnerships with global brands like Uber, BMW, and Amazon. His innovations have gained significant institutional validation, with XION becoming the first Title II EU-compliant L1 blockchain and receiving support from Anchorage Digital, the first federally chartered crypto bank in the U.S.In this conversation, we discuss:- The Evolution of Mainstream Blockchain Adoption- Institutional Validation & Market Positioning- Chain Abstraction: From Theory to Implementation- Chain Abstraction is Dead- Enterprise Adoption Success Stories- Securing Partnerships With Major Brands- Regulatory Leadership in a Changing Landscape- Building a Web3 Ecosystem for Everyone- NYSE Live Appearance- Blending the Physical and Digital WorldXIONWebsite: xion.burnt.comX: @burnt_xionDiscord: discord.gg/burntAnthony AnzaloneX: @BurntBanksy --------------------------------------------------------------------------------- This episode is brought to you by PrimeXBT. PrimeXBT offers a robust trading system for both beginners and professional traders that demand highly reliable market data and performance. Traders of all experience levels can easily design and customize layouts and widgets to best fit their trading style. PrimeXBT is always offering innovative products and professional trading conditions to all customers. PrimeXBT is running an exclusive promotion for listeners of the podcast. After making your first deposit, 50% of that first deposit will be credited to your account as a bonus that can be used as additional collateral to open positions. Code: CRYPTONEWS50 This promotion is available for a month after activation. Click the link below: PrimeXBT x CRYPTONEWS50
From the BBC World Service: Some U.K. retailers are dealing with a curious cyberattack. One of them is Marks and Spencer, also known as M&S. The attack has resulted in empty shelves, an inability to take online orders and roughly $400 million in lost earnings. Plus, if you're into moisturizers, you've probably encountered shea butter. But the nut tree — a major source of income for millions of women in Africa — is threatened by climate change.
From the BBC World Service: Some U.K. retailers are dealing with a curious cyberattack. One of them is Marks and Spencer, also known as M&S. The attack has resulted in empty shelves, an inability to take online orders and roughly $400 million in lost earnings. Plus, if you're into moisturizers, you've probably encountered shea butter. But the nut tree — a major source of income for millions of women in Africa — is threatened by climate change.
FDNY Deputy Chief Inspector Kingsley Eze, a civilian manager in the Bureau of Fire Prevention found a civilian employee in cardiac arrest in the basement parking garage of the Department's headquarters on August 1, 2024. After calling 9-1-1 he was directed to begin compressions-only CPR, activating the first two steps in the chain of survival. Once first responders arrived on scene, paramedics Alexis Gonzalez and Youssef Al Hammami of Station 31 treated, stabilized and transported the patient to the hospital. In this episode of the FDNY Pro Podcast, Captain Randy Li invites all three members to the studio to discuss how providing advanced care quickly and efficiently helped save a life.
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Divorce, custody, and alimony now executable via smart contractsNo court, no attorney—just sign, ratify, and settle on-chainReal estate splits, rent-to-own deals, and tokenized equity follow nextLegal industry won't vanish fast—but it's bleeding out, one wallet at a time
EPISODE 76 of Five At The Door features a captivating conversation with Daniel from Great White Nothing as we delve into the depths of his musical journey and the release of his latest album, "A Shout into the Void." Join us as Daniel shares his experiences in the world of progressive rock, reflecting on the influences that have shaped his unique sound and vocal style.In this episode, Daniel recounts his early days in the band Omnipresent and the transformative moments that led him to embrace a more profound artistic expression. He discusses the impact of listening to bands like Marillion and Kevin Gilbert, which reignited his passion for songwriting and helped him navigate personal challenges. Listeners will gain insight into the creative process behind Great White Nothing's music, including the collaborative efforts that brought their latest album to life as a trio.The conversation also explores the thematic depth of "A Shout into the Void," addressing the complexities of contemporary society and the emotional weight of witnessing global suffering. Daniel shares his thoughts on the importance of authenticity in music and the desire to connect with listeners on a personal level. The album's tracks, including "Utopia" and "Chain of Command," serve as reflections on community, compassion, and the human experience.Get ready to hear "Chain of Command," a standout track that encapsulates the essence of Daniel's artistic vision and the themes discussed in this episode. This episode is a celebration of creativity, resilience, and the power of music to inspire change.Don't miss this episode as we dive into the thought-provoking world of Great White Nothing, where artistry and intellect intertwine to create something truly special.Show notes penned by your favorite chronicler of the musical journey at Five At The Door.(00:00) Daniel from Great White Nothing has released a new album(01:49) You have a very unique voice. I'm not sure if anyone's ever told you that(07:14) Kevin Bean's latest album is a rock opera that's autobiographical(10:05) Do you find intellectualism a good replacement for empty emptiness from post faith(15:34) What is it about Prague music that keeps you attracted to it(21:51) I love jazz anyway, and it's, it's so much fun(23:01) The recurring thing that brings me back to progressive music is authenticity(28:23) There are two Hymns for Hungry Spirits albums. Both albums are complimentary(29:34) Hymns for Hungry Spirits comes from desire and longing and pain(34:37) XLR is gearing up for a small east coast tour(38:42) What is your standard of success? Yeah, your standard is what matters(41:28) What would you say are the big themes of this record(48:03) Working together, communicating and teaming up with each other is how we survive(49:58) I'm hoping to go work at a warehouse somewhere and just shut my brain off(53:27) I want to play a song from, uh. From y' all. We could do Utopia or one that I particularly love(54:12) Professor Graham, thank you so much for joining us today. It was such a pleasure
We've never used a blimp to promote our show, but our guest certainly has used one to promote his. Only, his show featured Pink Floyd. Today, we are joined by the legendary, Paul Rappaport, aka "Rap". With over 30 years at Columbia Records, Paul has worked with everybody from Pink Floyd, to Bob Dylan, to Bruce Springsteen, to the Rolling Stones. We cover a lot with Paul from his early career, to playing on stage with Pink Floyd, to shooting a high powered laser across LA, and breaking Alice in Chain's "Man in the Box". Paul had tremendous stories, which many can be found in his great new book, Gliders Over Hollywood: Airships, Airplay, and the Art of Rock Promotion. We also learn about a very strange music festival Mike attended, Mike brags about his sperm, and Scott's son has some interesting theories on turtles. Another great week. Have a listen!
In this episode of Supply Chain Now, host Scott Luton and Matt McKinney, CEO and co-founder of Loop, welcome Suzanne Wilsbacher of Cengage and Ben Smith of Clemens Food Group for a data-driven discussion about the transformation AI is bringing to global supply chains.They dive deep into the messy reality of supply chain data, from disconnected systems and inconsistent formats to lagging digital transformation in transportation and logistics. Suzanne and Ben share real-world examples of how they're leveraging AI—not just to clean data but to make faster, smarter decisions that avoid costly penalties and improve service quality.Matt highlights the growing importance of scenario planning and digital twins in modern supply chain operations, and how AI platforms like Loop are unlocking new levels of visibility and agility. Together, the panel explores how leading companies are creating decades-long competitive advantages by acting now, starting small, and scaling smartly.Jump into the conversation:(00:00) Intro(00:49) Overview and AI in supply chain(02:25) Meet the panelists(05:45) Supply chain data challenges(13:53) AI's role in supply Chain(24:38) Suzanne's example of AI in supply chain(27:21) Ben's AI success story(28:14) Matt's insights on AI's value(30:15) Advice for AI beginners(32:56) Tackling disconnected systems(35:53) Future predictions for AI in supply chain(36:25) Selecting the right AI partner(38:52) Suzanne's vision for AI evolution(42:12) Matt's bold predictions(44:17) Takeaways and ways to connectAdditional Links & Resources:Transportation spend intelligence: The AI-native transformation- https://www.loop.com/asset/transportation-spend-intelligence-the-ai-powered-transformationConnect with Suzanne Wilsbacher: https://www.linkedin.com/in/suzanne-wilsbacher-6968912/Check out Cengage Group: https://www.cengagegroup.com/Connect with Ben Smith: https://www.linkedin.com/in/ben-smith-77855a26/ Check out Clemens Food Group: http://www.clemensfoodgroup.comConnect with Matt McKinney: https://www.linkedin.com/in/mattlmckinney/ Learn more about Loop: https://www.loop.com/ Learn more about Supply Chain Now: https://supplychainnow.com Watch and listen to more Supply Chain Now episodes here: https://supplychainnow.com/program/supply-chain-now Subscribe to Supply Chain Now on your favorite platform: https://supplychainnow.com/join Work with us! Download Supply Chain Now's NEW Media Kit: https://bit.ly/3XH6OVkWEBINAR- Cleared for Takeoff: Workforce Development in the Aviation Industry: https://bit.ly/42X4deyWEBINAR- Supply Chain Orchestration
Hello my dear, tonight let's unravel four twisted tales that drift between the surreal, the sinister, and the supernatural. From eerie whispers in the night to the psychological price of greed, these stories will leave you chilled, questioning reality, and hungry for more.
ORIGINALLY RELEASED Sep 21, 2021 The one and only Hakim joins Breht to discuss the Iraq war from the perspective of Iraqis, the western left, Lenin, Reform AND Revolution, the importance of anti-imperialist struggle, contradictions and crises, the global south, etc. At the end, Hakim fields a bunch of common anti-socialist talking points and dismantles them one by one. This is a wide ranging and genuinely fun conversation with a great comrade and political educator! Subscribe to Hakim's YouTube Channel: https://www.youtube.com/channel/UCPPZoYsfoSekIpLcz9plX1Q Follow Hakim on Twitter: https://twitter.com/yaboihakim ---------------------------------------------------- Support Rev Left and get access to bonus episodes: www.patreon.com/revleftradio Make a one-time donation to Rev Left at BuyMeACoffee.com/revleftradio Follow, Subscribe, & Learn more about Rev Left Radio HERE Outro Beat Prod. by flip da hood
Wildfire survivors want help to stop gentrification. You may be paying more for groceries than you should be. Metro D line will be closed for 70 days.Plus more.Support The L.A. Report by donating at LAist.com/join and by visiting https://laist.comVisit www.preppi.com/LAist to receive a FREE Preppi Emergency Kit (with any purchase over $100) and be prepared for the next wildfire, earthquake or emergency! Support the show: https://laist.com
In this week's episode, we talk about Elastic Reasoning, a novel framework designed to enhance the efficiency and scalability of large reasoning models by explicitly separating the reasoning process into two distinct phases: thinking and solution. This separation allows for independent allocation of computational budgets, addressing challenges related to uncontrolled output lengths in real-world deployments with strict resource constraints.Our discussion explores how Elastic Reasoning contributes to more concise and efficient reasoning, even in unconstrained settings, and its implications for deploying LRMs in resource-limited environments.Read the paper here: https://arxiv.org/pdf/2505.05315Sign up for the next discussion & see more AI research: arize.com/ai-research-papersLearn more about AI observability and evaluation, join the Arize AI Slack community or get the latest on LinkedIn and X.
In this lively episode of the BrandX Podcast, hosts John Jamingo and Deuce are joined by the long-awaited return of Maak, along with Diane, who provides background commentary and laughter. The conversation kicks off with stories about retirement, including Maak's recent transition into retired life and reflections on what it means to leave the workforce after decades on the job.The episode's heart dives into hilarious and sometimes outrageous stories from their years in sales, particularly focusing on their interactions with a cast of memorable colleagues and bosses—most notably, their eccentric former boss Herb. Tales of office politics, “inner circles,” and questionable management decisions are exchanged, with the hosts' signature banter and good-natured roasting.Throughout, the group shares laugh-out-loud anecdotes: from Herb's penny-pinching ways and awkward attempts at office camaraderie to sales reps skirting the rules, “milk runs,” and the infamous “crew work” trips to the Jersey Shore. Stories about office romances, misguided attempts at matchmaking, and the hazards of team dinners (including Herb pocketing cash and double-dipping expenses) paint a vivid picture of the quirks and camaraderie that shaped their office culture.Amidst the laughter and tales of misadventures, the episode also touches on personal growth, the bonds of long-term friendship, and the way nostalgia colors memories. It's a mix of behind-the-scenes antics, workplace wisdom, irreverent humor, and storytelling only old friends can pull off.Topics:[00:00:25] Reunited hosts and the return of Maak; Diane joins as background commentator [00:01:07] Maak discusses early retirement and the adjustment period [00:04:11] Introductions to old workplace characters and division “inner circles” [00:07:12] Workplace legends: flaky sales reps and unique colleagues like Lafrieda and Becker [00:12:13] Remembering classic boss Leo's “thanks a lot” retirement speech [00:16:04] Office politics and prepping for management evaluations [00:17:41] Clandestine support during workplace reviews [00:19:04] Unfair relocation offers and refusing bad deals [00:20:39] Herb's obsession over expense money and attempts to control staff [00:22:26] Office matchmaker fails: Herb gives out Diane's number secretly [00:25:09] Anecdotes about workplace gambling syndicates [00:27:17] Odd part-timers and infamous “milk runs” in sales territories [00:31:00] Sales ethics: homegrown business strategies and stretching rules [00:35:00] Cigars, product placement, and consignment sales tricks [00:43:34] Chain-store dealings: schmoozing clients and time-wasting meetings [00:46:56] Herb's micromanagement and backhanded praise [00:54:01] Sales scams: forced overstock and strong-arm tactics [01:08:21] Infamous office coffee recipe and breakroom rituals [01:11:39] Workplace health woes: stress, diabetes, and getting older [01:20:02] Podcast rage quit story and viral “donut donut donut” sound bite [01:34:41] Social geography: North, Central, and South Jersey debates [01:43:36] Listener call-in featuring the Duchess [02:12:54] Discussion about hosting and producing independent podcasts [02:43:38] Classic “Herb story”: the Crab Trap dinner scam[02:51:01] Reflections on decades of friendship, office social life, and closing thoughts
What does it take to make DeFi yield simple, transparent, and unstoppable?In this episode of The Index, we sit down with Sunand Raghupathi, Co-founder and CEO of VEDA, to explore his journey from leaving a computer science PhD program to building one of DeFi's fastest-growing platforms. VEDA has grown to $2 billion in assets and 100,000+ users in just over a year, proving there's massive demand for easy, accessible crypto yield.What sets VEDA apart from failed centralized yield platforms like Celsius and FTX is its radical commitment to transparency. “When you put things on-chain, that's the best possible user experience,” says Raghupathi. By combining user-friendly design with on-chain verifiable constraints, VEDA eliminates the hidden leverage and risky practices that doomed its predecessors.We also explore VEDA's breakthrough cross-chain architecture, which lets users tap yield opportunities across multiple ecosystems without the headaches of complex bridging. As VEDA expands beyond Ethereum-compatible chains to Solana, Raghupathi highlights the unique market structures and liquidity dynamics that create fresh yield strategies and points to Bitcoin as “a massive, untapped opportunity” for DeFi to unlock.If you're a blockchain developer, investor, or founder looking for insights into the next phase of DeFi, this episode is packed with sharp takes on why Sunand is even more bullish on the space today than during the 2021 bull run.Explore VEDA's platform at https://veda.tech/.Follow on X: https://x.com/veda_labsShow LinksThe Index X ChannelYouTube
AP correspondent Haya Panjwani reports on Foot Locker being bought by a popular sporting goods store.
Pete and Gary continue their special series on Egypt and the Sudan, 1882 to 1898. This week it's the Battle of Suakin, in December 1888.Pete's new book on Egypt and the Sudan, Chain of Fire, is available now. Get an autographed copy at https://peter-hart.sumupstore.com/Presenters: Peter Hart and Gary BainPublisher: Mat McLachlanProducer: Jess StebnickiVisit Gallipoli with Pete and Gary! Go to https://phbt.uk/ for more information!Become a member to listen ad-free and receive special bonus content for only £2 per month: https://plus.acast.com/s/pete-and-garys-military-historySupport the show with a one-off contribution: https://buymeacoffee.com/pgmhFind out everything Pete and Gary are doing at https://linktr.ee/pgmhFor more great history content, visit www.LivingHistoryTV.com, or subscribe to our YouTube channel at https://www.youtube.com/c/LivingHistoryTV Become a member at https://plus.acast.com/s/pete-and-garys-military-history. Hosted on Acast. See acast.com/privacy for more information.
Agentic AI is equally as daunting as it is dynamic. So…… how do you not screw it up? After all, the more robust and complex agentic AI becomes, the more room there is for error. Luckily, we've got Dr. Maryam Ashoori to guide our agentic ways. Maryam is the Senior Director of Product Management of watsonx at IBM. She joined us at IBM Think 2025 to break down agentic AI done right. Newsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageJoin the discussion: Have a question? Join the convo here.Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:Agentic AI Benefits for EnterprisesWatson X's New Features & AnnouncementsAI-Powered Enterprise Solutions at IBMResponsible Implementation of Agentic AILLMs in Enterprise Cost OptimizationDeployment and Scalability EnhancementsAI's Impact on Developer ProductivityProblem-Solving with Agentic AITimestamps:00:00 AI Agents: A Business Imperative06:14 "Optimizing Enterprise Agent Strategy"09:15 Enterprise Leaders' AI Mindset Shift09:58 Focus on Problem-Solving with Technology13:34 "Boost Business with LLMs"16:48 "Understanding and Managing AI Risks"Keywords:Agentic AI, AI agents, Agent lifecycle, LLMs taking actions, WatsonX.ai, Product management, IBM Think conference, Business leaders, Enterprise productivity, WatsonX platform, Custom AI solutions, Environmental Intelligence Suite, Granite Code models, AI-powered code assistant, Customer challenges, Responsible AI implementation, Transparency and traceability, Observability, Optimization, Larger compute, Cost performance optimization, Chain of thought reasoning, Inference time scaling, Deployment service, Scalability of enterprise, Access control, Security requirements, Non-technical users, AI-assisted coding, Developer time-saving, Function calling, Tool calling, Enterprise data integration, Solving enterprise problems, Responsible implementation, Human in the loop, Automation, IBM savings, Risk assessment, Empowering workforce.Send Everyday AI and Jordan a text message. (We can't reply back unless you leave contact info)
In this episode of The Chain, host Tariq Ghayur, PhD, Tariq Ghayur Consulting, LLC, talks with Pamela Barney, former associate director of HR, AbbVie, about her career within biotech/pharma organizations and some key lessons learned, such as taking advantage of your contacts and network, managing diverse workforces, and HR's role in creating an engaged team. Barney also discusses why she entered the HR field and the challenges of culture changes when transitioning from a small organization to a large company. AbbVie: https://www.abbvie.com/
Author : C.J. Dotson Narrator : Jess Lewis Host : Kat Day Audio Producer : Chelsea Davis PseudoPod 976: Every Last Gossamer Strand is a PseudoPod original. CW: narcissism, family abuse and especially spiders. C.J. Dotson's upcoming novel, The Cut Jess Lewis's website Brene Brown: When Narcissists Get Older Fleetwood Mac, The Chain […]
Aretha Franklin got her start at an early age in Gospel music. As the granddaughter of Gospel great Mahalia Jackson and the daughter of a prominent Baptist preacher, Franklin was heard on her father's "gospel caravan" tours at the age of twelve. By the time she became an adult in 1960 she had decided that she wanted to go into more pop music, and moved to New York for this purpose. She signed a deal with Columbia Records, in 1960, but her career would not really take off until moving to Atlantic Records in 1966. By 1968 she was considered by many to be the most successful singer in the nation, and already crowned the "Queen of Soul."Franklin toured outside the US for the first time in late April 1968 through May 1968. She performed in Paris on May 7, 1968, and this concert would be released as the live album Aretha in Paris in the fall of 1968. It was Franklin's second live album, and the first for Atlantic Records where most of her hits were recorded.Some have criticized the backing band as not up to the task of supporting Franklin. However, this album captures Franklin at the top of her game at a time when she was cranking out some of the biggest hits of her career. It would be difficult for any supporting band to keep up, particularly one assembled for an overseas tour. Regardless, this is a great album to explore as a snapshot of Aretha Franklin at the height of success.Lynch brings us a high energy live soul album from the Queen of Soul in her prime for today's podcast. (I Can't Get No) SatisfactionThis Rolling Stones cover is the lead-off track to the album and to the concert. The Stones had released this song in 1965, and it had become their first number 1 song in the States. Franklin takes the tempo up for this cover.(You Make Me Feel Like) A Natural WomanCarole King and Gerry Goffin wrote this song for Franklin based on an idea from producer Jerry Wexler. It originally appeared on Franklin's album "Lady Soul", and went to number 8 on the U.S. charts. It would make history when it hit the UK charts a week after Franklin's death in 2018, 51 years after the single was first released. (Sweet Sweet Baby) Since You've Been GoneThe original single for this live song was released on the "Lady Soul" album, and reached number 5 on the Billboard Hot 100. This song was written by Franklin and her then-husband Teddy White. The studio version of this song utilized the talents of the Muscle Shoals Rhythm Section, who were flown in from Alabama to record in a New York City studio.Chain of FoolsSongwriter Don Covay wrote this song in his youth, and presented it to producer Jerry Wexler as a song for Otis Redding. Wexler decided to have Franklin record it instead of Redding. It was a big hit, taking the number 1 slot on the R&B charts for four weeks, number 2 on the Billboard Hot 100, and delivering Franklin a Grammy for Best R&B Vocal Performance. ENTERTAINMENT TRACK:Theme from the television comedy show “Laugh In”This sketch comedy show would capture a lot of American counter-culture of the time from Tiny Tim to "sock it to me!" STAFF PICKS:Ride My See Saw by the Moody BluesWayne kicks off the staff picks with a psychedelic song from the second Moody Blues album, "In Search of the Lost Chord." The song is about leaving school and finding that the world isn't what you thought it would be. On the album, the song is preceded by a spoken word introduction called "Departure."Harper Valley PTA by Jeannie C. RileyRob's staff pick is a storytelling song written by Tom T. Hall about a widow named Mrs. Johnson and her tangle with the PTA. When her teenage daughter received a note from the Harper Valley PTA criticizing the way she is living, Mrs. Johnson attends the next meeting and reveals some indiscretions of the other PTA members.Light My Fire by Jose FelicianoBruce features an acoustic cover of the Doors hit single with a Latin twist. Jose Feliciano is best known for the Christmas song "Feliz Navidad," but this Puerto Rican artist also had a hit with this cover that peaked at number 3 on in late summer 1968. His album "Feliciano!" is a selection of acoustic cover songs, and his most successful one. He won "Best Male Pop Vocal Performance" at the 1969 Grammy Awards for this cover.Son of a Preacher Man by Dusty SpringfieldLynch closes out the staff picks with a song that writers John Hurley and Ronnie Wilkins wrote with Aretha Franklin in mind. When Atlantic Records producer Jerry Wexler heard it, he thought it would be a good fit for Dusty Springfield who was recording her "Dusty in Memphis" album at the time. INSTRUMENTAL TRACK:And I Love Her by Jose FelicianoWe double up on the Latin acoustic stylings of Feliciano as this Beatles cover takes us out of this week's podcast. Thanks for listening to “What the Riff?!?” NOTE: To adjust the loudness of the music or voices, you may adjust the balance on your device. VOICES are stronger in the LEFT channel, and MUSIC is stronger on the RIGHT channel.Please follow us on Facebook https://www.facebook.com/whattheriffpodcast/, and message or email us with what you'd like to hear, what you think of the show, and any rock-worthy memes we can share.Of course we'd love for you to rate the show in your podcast platform!**NOTE: What the Riff?!? does not own the rights to any of these songs and we neither sell, nor profit from them. We share them so you can learn about them and purchase them for your own collections.
Before anyone buys from you, they need to believe.Not just in your offer—but in themselves, their problem, the possibility of change, and the method you use to get them there.That's the idea behind the Chain of Beliefs—a simple but powerful framework that can turn your videos, your content, and your messaging into a client-converting machine.In this episode of The Standout Business Show, I'm pulling back the curtain and showing you exactly how I applied the Chain of Beliefs to my own offer—Mic Drop Moments—with the help of my CMO-in-your-pocket (aka ChatGPT).Here's what you'll learn:What the Chain of Beliefs is—and why it's the key to marketing that actually worksThe 5 belief categories your audience must adopt before they'll say yesA behind-the-scenes look at how I identified my audience's belief gapsHow you can use this same framework to clarify your content strategy and guide your audience toward buyingIf you've ever felt like your content is scattered, or your audience just isn't “getting it,” this episode will give you the clarity you've been missing.
In this compelling episode, Gerald Peters exposes the outdated financial myths that have led many to a lifetime of grinding without achieving true freedom. He challenges the idea that simply working hard and saving up will ensure a secure future, illustrating the pivotal need to combine earning with strategic investing. Gerald emphasizes the importance of building a personal empire where your money works harder than you, shifting the focus from purely earning a paycheck to generating passive income streams. He unveils powerful strategies—including real estate, stocks, and digital assets—to break free from the limitations of traditional employment. Listeners are encouraged to take control of their financial destinies, leveraging modern tools and understanding the science of getting rich to ensure they aren't trapped in a system designed to keep them bound. This episode is a call to action for anyone ready to break free from financial ignorance and craft a life of abundance and choice.
We tend to think of tragedies as a single terrible moment, rather than the result of multiple bad decisions. Can this pattern be reversed? We try — with stories about wildfires, school shootings, and love. SOURCES:Amy Edmondson, professor of leadership management at Harvard Business School.Helen Fisher, former senior research fellow at The Kinsey Institute and former chief science advisor to Match.com.Ed Galea, founding director of the Fire Safety Engineering Group at the University of Greenwich.Gary Klein, cognitive psychologist and pioneer in the field of naturalistic decision making.David Riedman, founder of the K-12 School Shooting Database.Aaron Stark, head cashier at Lowe's and keynote speaker.John Van Reenen, professor at the London School of Economics. RESOURCES:"Ethan Crumbley: Parents of Michigan school gunman sentenced to at least 10 years," by Brandon Drenon (New York Times, 2024).Right Kind of Wrong: The Science of Failing Well, by Amy Edmondson (2023)."How Fire Turned Lahaina Into a Death Trap," by Nicholas Bogel-Burroughs, Serge F. Kovaleski, Shawn Hubler, and Riley Mellen (The New York Times, 2023).The Violence Project: How to Stop a Mass Shooting Epidemic, by Jillian Peterson and James Densley (2021)."I Was Almost A School Shooter," by Aaron Stark (TEDxBoulder, 2018). EXTRAS: "Is Perfectionism Ruining Your Life?" by People I (Mostly) Admire (2023)."Why Did You Marry That Person?" by Freakonomics Radio (2022)."What Do We Really Learn From Failure?" by No Stupid Questions (2021)."How to Fail Like a Pro," by Freakonomics Radio (2019)."Failure Is Your Friend," by Freakonomics Radio (2014).
At inference, large language models use in-context learning with zero-, one-, or few-shot examples to perform new tasks without weight updates, and can be grounded with Retrieval Augmented Generation (RAG) by embedding documents into vector databases for real-time factual lookup using cosine similarity. LLM agents autonomously plan, act, and use external tools via orchestrated loops with persistent memory, while recent benchmarks like GPQA (STEM reasoning), SWE Bench (agentic coding), and MMMU (multimodal college-level tasks) test performance alongside prompt engineering techniques such as chain-of-thought reasoning, structured few-shot prompts, positive instruction framing, and iterative self-correction. Links Notes and resources at ocdevel.com/mlg/mlg35 Build the future of multi-agent software with AGNTCY Try a walking desk stay healthy & sharp while you learn & code In-Context Learning (ICL) Definition: LLMs can perform tasks by learning from examples provided directly in the prompt without updating their parameters. Types: Zero-shot: Direct query, no examples provided. One-shot: Single example provided. Few-shot: Multiple examples, balancing quantity with context window limitations. Mechanism: ICL works through analogy and Bayesian inference, using examples as semantic priors to activate relevant internal representations. Emergent Properties: ICL is an "inference-time training" approach, leveraging the model's pre-trained knowledge without gradient updates; its effectiveness can be enhanced with diverse, non-redundant examples. Retrieval Augmented Generation (RAG) and Grounding Grounding: Connecting LLMs with external knowledge bases to supplement or update static training data. Motivation: LLMs' training data becomes outdated or lacks proprietary/specialized knowledge. Benefit: Reduces hallucinations and improves factual accuracy by incorporating current or domain-specific information. RAG Workflow: Embedding: Documents are converted into vector embeddings (using sentence transformers or representation models). Storage: Vectors are stored in a vector database (e.g., FAISS, ChromaDB, Qdrant). Retrieval: When a query is made, relevant chunks are extracted based on similarity, possibly with re-ranking or additional query processing. Augmentation: Retrieved chunks are added to the prompt to provide up-to-date context for generation. Generation: The LLM generates responses informed by the augmented context. Advanced RAG: Includes agentic approaches—self-correction, aggregation, or multi-agent contribution to source ingestion, and can integrate external document sources (e.g., web search for real-time info, or custom datasets for private knowledge). LLM Agents Overview: Agents extend LLMs by providing goal-oriented, iterative problem-solving through interaction, memory, planning, and tool usage. Key Components: Reasoning Engine (LLM Core): Interprets goals, states, and makes decisions. Planning Module: Breaks down complex tasks using strategies such as Chain of Thought or ReAct; can incorporate reflection and adjustment. Memory: Short-term via context window; long-term via persistent storage like RAG-integrated databases or special memory systems. Tools and APIs: Agents select and use external functions—file manipulation, browser control, code execution, database queries, or invoking smaller/fine-tuned models. Capabilities: Support self-evaluation, correction, and multi-step planning; allow integration with other agents (multi-agent systems); face limitations in memory continuity, adaptivity, and controllability. Current Trends: Research and development are shifting toward these agentic paradigms as LLM core scaling saturates. Multimodal Large Language Models (MLLMs) Definition: Models capable of ingesting and generating across different modalities (text, image, audio, video). Architecture: Modality-Specific Encoders: Convert raw modalities (text, image, audio) into numeric embeddings (e.g., vision transformers for images). Fusion/Alignment Layer: Embeddings from different modalities are projected into a shared space, often via cross-attention or concatenation, allowing the model to jointly reason about their content. Unified Transformer Backbone: Processes fused embeddings to allow cross-modal reasoning and generates outputs in the required format. Recent Advances: Unified architectures (e.g., GPT-4o) use a single model for all modalities rather than switching between separate sub-models. Functionality: Enables actions such as image analysis via text prompts, visual Q&A, and integrated speech recognition/generation. Advanced LLM Architectures and Training Directions Predictive Abstract Representation: Incorporating latent concept prediction alongside token prediction (e.g., via autoencoders). Patch-Level Training: Predicting larger “patches” of tokens to reduce sequence lengths and computation. Concept-Centric Modeling: Moving from next-token prediction to predicting sequences of semantic concepts (e.g., Meta's Large Concept Model). Multi-Token Prediction: Training models to predict multiple future tokens for broader context capture. Evaluation Benchmarks (as of 2025) Key Benchmarks Used for LLM Evaluation: GPQA (Diamond): Graduate-level STEM reasoning. SWE Bench Verified: Real-world software engineering, verifying agentic code abilities. MMMU: Multimodal, college-level cross-disciplinary reasoning. HumanEval: Python coding correctness. HLE (Human's Last Exam): Extremely challenging, multimodal knowledge assessment. LiveCodeBench: Coding with contamination-free, up-to-date problems. MLPerf Inference v5.0 Long Context: Throughput/latency for processing long contexts. MultiChallenge Conversational AI: Multiturn dialogue, in-context reasoning. TAUBench/PFCL: Tool utilization in agentic tasks. TruthfulnessQA: Measures tendency toward factual accuracy/robustness against misinformation. Prompt Engineering: High-Impact Techniques Foundational Approaches: Few-Shot Prompting: Provide pairs of inputs and desired outputs to steer the LLM. Chain of Thought: Instructing the LLM to think step-by-step, either explicitly or through internal self-reprompting, enhances reasoning and output quality. Clarity and Structure: Use clear, detailed, and structured instructions—task definition, context, constraints, output format, use of delimiters or markdown structuring. Affirmative Directives: Phrase instructions positively (“write a concise summary” instead of “don't write a long summary”). Iterative Self-Refinement: Prompt the LLM to review and improve its prior response for better completeness, clarity, and factuality. System Prompt/Role Assignment: Assign a persona or role to the LLM for tailored behavior (e.g., “You are an expert Python programmer”). Guideline: Regularly consult official prompting guides from model developers as model capabilities evolve. Trends and Research Outlook Inference-time compute is increasingly important for pushing the boundaries of LLM task performance. Agentic LLMs and multimodal reasoning represent the primary frontiers for innovation. Prompt engineering and benchmarking remain essential for extracting optimal performance and assessing progress. Models are expected to continue evolving with research into new architectures, memory systems, and integration techniques.
Wendy's Is Selling It's Patties? | Some Ol' Fashioned Chain Yankin' | Bees, Turtles & Corporal Punishment, Oh My! | Morse Lode | An Entire Town Got High | Darth Vader Wins A Lawsuit | Ever Have An Inward Eyelash Hair?
Dr. Michael Zargham provides a systems engineering perspective on AI agents, emphasizing accountability structures and the relationship between principals who deploy agents and the agents themselves. In this episode, he brings clarity to the often misunderstood concept of agents in AI by grounding them in established engineering principles rather than treating them as mysterious or elusive entities.Show highlights• Agents should be understood through the lens of the principal-agent relationship, with clear lines of accountability• True validation of AI systems means ensuring outcomes match intentions, not just optimizing loss functions• LLMs by themselves are "high-dimensional word calculators," not agents - agents are more complex systems with LLMs as components• Guardrails provide deterministic constraints ("musts" or "shalls") versus constitutional AI's softer guidance ("shoulds")• Systems engineering approaches from civil engineering and materials science offer valuable frameworks for AI development• Authority and accountability must align - people shouldn't be held responsible for systems they don't have authority to control• The transition from static input-output to closed-loop dynamical systems represents the shift toward truly agentic behavior• Robust agent systems require both exploration (lab work) and exploitation (hardened deployment) phases with different standardsExplore Dr. Zargham's workProtocols and Institutions (Feb 27, 2025)Comments Submitted by BlockScience, University of Washington APL Information Risk and Synthetic Intelligence Research Initiative (IRSIRI), Cognitive Security and Education Forum (COGSEC), and the Active Inference Institute (AII) to the Networking and Information Technology Research and Development National Coordination Office's Request for Comment on The Creation of a National Digital Twins R&D Strategic Plan NITRD-2024-13379 (Aug 8, 2024)What did you think? Let us know.Do you have a question or a discussion topic for the AI Fundamentalists? Connect with them to comment on your favorite topics: LinkedIn - Episode summaries, shares of cited articles, and more. YouTube - Was it something that we said? Good. Share your favorite quotes. Visit our page - see past episodes and submit your feedback! It continues to inspire future episodes.
Explains language models (LLMs) advancements. Scaling laws - the relationships among model size, data size, and compute - and how emergent abilities such as in-context learning, multi-step reasoning, and instruction following arise once certain scaling thresholds are crossed. The evolution of the transformer architecture with Mixture of Experts (MoE), describes the three-phase training process culminating in Reinforcement Learning from Human Feedback (RLHF) for model alignment, and explores advanced reasoning techniques such as chain-of-thought prompting which significantly improve complex task performance. Links Notes and resources at ocdevel.com/mlg/mlg34 Build the future of multi-agent software with AGNTCY Try a walking desk stay healthy & sharp while you learn & code Transformer Foundations and Scaling Laws Transformers: Introduced by the 2017 "Attention is All You Need" paper, transformers allow for parallel training and inference of sequences using self-attention, in contrast to the sequential nature of RNNs. Scaling Laws: Empirical research revealed that LLM performance improves predictably as model size (parameters), data size (training tokens), and compute are increased together, with diminishing returns if only one variable is scaled disproportionately. The "Chinchilla scaling law" (DeepMind, 2022) established the optimal model/data/compute ratio for efficient model performance: earlier large models like GPT-3 were undertrained relative to their size, whereas right-sized models with more training data (e.g., Chinchilla, LLaMA series) proved more compute and inference efficient. Emergent Abilities in LLMs Emergence: When trained beyond a certain scale, LLMs display abilities not present in smaller models, including: In-Context Learning (ICL): Performing new tasks based solely on prompt examples at inference time. Instruction Following: Executing natural language tasks not seen during training. Multi-Step Reasoning & Chain of Thought (CoT): Solving arithmetic, logic, or symbolic reasoning by generating intermediate reasoning steps. Discontinuity & Debate: These abilities appear abruptly in larger models, though recent research suggests that this could result from non-linearities in evaluation metrics rather than innate model properties. Architectural Evolutions: Mixture of Experts (MoE) MoE Layers: Modern LLMs often replace standard feed-forward layers with MoE structures. Composed of many independent "expert" networks specializing in different subdomains or latent structures. A gating network routes tokens to the most relevant experts per input, activating only a subset of parameters—this is called "sparse activation." Enables much larger overall models without proportional increases in compute per inference, but requires the entire model in memory and introduces new challenges like load balancing and communication overhead. Specialization & Efficiency: Experts learn different data/knowledge types, boosting model specialization and throughput, though care is needed to avoid overfitting and underutilization of specialists. The Three-Phase Training Process 1. Unsupervised Pre-Training: Next-token prediction on massive datasets—builds a foundation model capturing general language patterns. 2. Supervised Fine Tuning (SFT): Training on labeled prompt-response pairs to teach the model how to perform specific tasks (e.g., question answering, summarization, code generation). Overfitting and "catastrophic forgetting" are risks if not carefully managed. 3. Reinforcement Learning from Human Feedback (RLHF): Collects human preference data by generating multiple responses to prompts and then having annotators rank them. Builds a reward model (often PPO) based on these rankings, then updates the LLM to maximize alignment with human preferences (helpfulness, harmlessness, truthfulness). Introduces complexity and risk of reward hacking (specification gaming), where the model may exploit the reward system in unanticipated ways. Advanced Reasoning Techniques Prompt Engineering: The art/science of crafting prompts that elicit better model responses, shown to dramatically affect model output quality. Chain of Thought (CoT) Prompting: Guides models to elaborate step-by-step reasoning before arriving at final answers—demonstrably improves results on complex tasks. Variants include zero-shot CoT ("let's think step by step"), few-shot CoT with worked examples, self-consistency (voting among multiple reasoning chains), and Tree of Thought (explores multiple reasoning branches in parallel). Automated Reasoning Optimization: Frontier models selectively apply these advanced reasoning techniques, balancing compute costs with gains in accuracy and transparency. Optimization for Training and Inference Tradeoffs: The optimal balance between model size, data, and compute is determined not only for pretraining but also for inference efficiency, as lifetime inference costs may exceed initial training costs. Current Trends: Efficient scaling, model specialization (MoE), careful fine-tuning, RLHF alignment, and automated reasoning techniques define state-of-the-art LLM development.
Pete and Gary continue their special series on Egypt and the Sudan, 1882 to 1898. This week they explore the rise of the religious and political leader in Sudan known as the Mahdi.Pete's new book on Egypt and the Sudan, Chain of Fire, is available now. Get an autographed copy at https://peter-hart.sumupstore.com/Presenters: Peter Hart and Gary BainPublisher: Mat McLachlanProducer: Jess StebnickiVisit Gallipoli with Pete and Gary! Go to https://phbt.uk/ for more information!Become a member to listen ad-free and receive special bonus content for only £2 per month: https://plus.acast.com/s/pete-and-garys-military-historySupport the show with a one-off contribution: https://buymeacoffee.com/pgmhFind out everything Pete and Gary are doing at https://linktr.ee/pgmhFor more great history content, visit www.LivingHistoryTV.com, or subscribe to our YouTube channel at https://www.youtube.com/c/LivingHistoryTV Become a member at https://plus.acast.com/s/pete-and-garys-military-history. Hosted on Acast. See acast.com/privacy for more information.
Watch the full coverage of the live stream on The Emily D Baker YouTube channel: https://youtube.com/live/CQm0FID9AXYDay 9 of the Karen Read Retrial happened on May 5, 2025. We continue with Cross Examination and finishing up the testimony of Hannah Knowles from the Massachusetts State Police Crime Laboratory who explains the blood alcohol conversions and retrograde extrapolation, and how timing is critical in this case. Testimonies from Ryan Nagle, Heather Maxom, and Sarah Levinson provide insights into the events at 34 Fairview, including arrival times and observations of Karen Read's SUV. Sarah Levenson's surprisingly states never seeing the dog, Chloe, at the Albert's residence despite being friends with Brian Albert Jr. for many years.Katie McLaughlin, the female EMT who Jen McCabe stated Karen read said, "I hit him" three time in front of took the said. She also said that she heard Karen read say, "I hit him," but it was four times. Cross-examination by Alan Jackson focused on the timing of these statements and used dashcam video to break down these interactions and how her testimony does match up with what is happening on the video. Unfortunately, Jackson spent a majority of the time trying to get a "gotcha" moment by trying to prove that Katie McLaughlin and Caitlin Albert are close friends but he was unable to recreate that moment from the first trial due Special Prosecutor allowing Katie to explain her acquaintance relationship with Caitlin ahead of the Cross Examination. Jackson did manage to impeach Katie based on her words of first trial where she said that she knew of a girl by the name of Caitlin Albert that went to her school but that victory was short lived because he tried to being in picture evidence that kept being objected and sustained by Judge Cannone. Last witness of the day, Lt. Paul Gallagher, worked for the Canton Police Department at the time of the John O'Keefe's death and was the site supervisor. His testimony reveals issues with evidence handling and a lack of reports. It was his decision to use a leaf blower on the snow to uncover evidence, put blood found in the snow in Red Solo Cup and then transport them in Stop & Shop bags and found and handled the shattered drinking cocktail glass. Lt. Gallagher never wrote a report about his methods or even logged evidence with the blood he transferred. Questions about the chain of custody and why crucial information regarding Karen Read's statements was not relayed to the site supervisor. We also learn that Lieutenant Gallagher was not interviewed until just before the previous trial on April 3, 2024 by the Prosecution. We will resume with Cross Examination on Day 10. Stay tuned as we continue to follow the Karen Read Retrial and provide detailed breakdowns of each day's proceedings.RESOURCESWhat You Need to Know About the Retrial - https://youtu.be/89Jpa8vz1RQ Karen Read Retrial Playlist - https://www.youtube.com/playlist?list=PLsbUyvZas7gKOJlfL__9F027hlETVU-vo Karen Read Trial - 2024 - https://www.youtube.com/playlist?list=PLsbUyvZas7gKUeCUzApgsEuQRXu5IXeTSThis podcast uses the following third-party services for analysis: Spotify Ad Analytics - https://www.spotify.com/us/legal/ad-analytics-privacy-policy/Podscribe - https://podscribe.com/privacy
TISS is a weekly podcast where Varun, Kautuk, Neville & Aadar discuss Crazy "facts" they find on the internet. So come learn with them...or something like that. This week the boys are discussing on 'Worst movies of Bollywood'To support TISS, check out our Instamojo: www.instamojo.com/@TISSOPFollow #TISS Shorts where we put out videos: https://bit.ly/3tUdLTCYou can also check out the podcast on Apple podcast, Spotify and Google podcast!http://apple.co/3neTO62http://spoti.fi/3blYG79http://bit.ly/3oh0BxkCheck out the TISS Sub-Reddit: https://bit.ly/2IEi0QsCheck out the TISS Discord: / discord Buy Varun Thakur's 420 Merch - http://bit.ly/2oDkhRVSubscribe To Our YT ChannelsVarun - https://bit.ly/2HgGwqcAadar - https://bit.ly/37m49J2Neville - https://bit.ly/2HfYlWyKautuk - https://bit.ly/3jcpKGaFollow Us on Instagram.Varun - / varunthakur Aadar - / theaadarguy Neville - / nevilleshah. Kautak - / cowtuk Karan - https://www.instagram.com/karan_mir/Creative Producer- Antariksh TakkarChannel Artwork by OMLThumbnail - OML0:00 - Cold Open - Have you watched Sinners yet?2:59 - Jordan Peele and Get Out!3:52 - KKK are shown as idiots!4:37 - Ultimate film on Surrogacy - Chor Chori Chupke Chupke6:09 - Welcome to The Internet Said So!6:35 - Welcome Karan Mirchandani!7:10 - Movies of the 90s-2000s-2010s era9:57 - Karan's viral Kuch Kuch Hota Hai theory12:25 - The 'Worst' Bollywood Movies - Rudraksh17:20 - Watching Rudraksh in theatres18:13 - Nadaaniyan starring Ibrahim Ali Khan & Khushi Kapoor20:14 - Suniel Shetty is ageing like fine wine21:45 - What is the best Suniel Shetty performance?24:08 - Preity Zinta's filmography & The Hero: Love Story of a Spy26:09 - Have you seen Laughter Chef, the TV show?28:03 - Main prem Ki Deewani Hoon was terrible!30:48 - Hrithik's streak of flops33:58 - 'Deewangi' is Bollywood-ized 'Primal Fear'35:00 - How the Bhatt camp makes movies35:55 - Zinda vs Old Boy37:00 - David Dhawan's filmography is entirely 'remake' or 'inspired by'?39:58 - So many stereotypes in Bollywood41:22 - Gharwali Baharwali starring Anil Kapoor, Raveena & Rambha43:26 - Hadh Kar Di Aapne starring Govinda45:25 - Comedy films in India are almost always 'copied'47:30 - Chain of remakes of 'Maine Pyaar Kyun Kiya'48:21 - The De-evolution of comedy films in Bollywood49:54 - Two types of comedies nowadays50:45 - Sajid Khan's early work was actually funny51:30 - Humshakals - One of the best 'worst' movies ever made!56:12 - Discovering standup comedy through Seinfeld and Little Lulu57:00 - Portrayals of Standup comedy in Bollywood films58:10 - The delusions of Sajid Khan58:58 - Humshakals reviews1:03:55 - Akshay Kumar's films1:04:20 - Akshay Kumar in Tasveer 8x101:09:00 - End of Part 1, thanks for tuning in!1:09:55 - Post Credit Scene - Promo for Pt. 2
The 1990 self-titled album by Social Distortion marked a significant turning point for the band, showcasing a more refined and mature sound compared to their hardcore roots. Frontman Mike Ness emerged from a turbulent period in the 1980s, including a stint in rehab that deeply influenced the album's themes of struggle, redemption, and personal reflection. The album saw the band evolve from hardcore beginnings into a more melodic blend of punk rock infused with rockabilly, country, and roots rock. Tracks like “Ball and Chain” and their cover of Johnny Cash's “Ring of Fire” highlighted this shift, combining punk's edge with a distinctly American roots sensibility. The album's lyrical content often reflected Ness's battles with addiction and the search for meaning, giving it a gritty authenticity that helped the band reach a larger audience and keep them on the charts throughout the 90s. Songs In This Episode Intro - Sick Boys 19:35 - Ring of Fire 29:10 - Ball and Chain 35:00 - Story Of My Life 40:49 - Drug Train Outro - She's a Knockout Support the podcast, join the DMO UNION at Patreon. Listen to the episode archive at DigMeOutPodcast.com.
This week Chain Coral is stepping forward as the stone ally of the month. Enjoy this deeper message from The Stones Speak Oracle. Explore Further: Want to learn more about The Stones Speak Oracle? You can find it on my website here: https://loriaandrus.com/ssinfo/ Learn more about Lori here: https://loriaandrus.com Connect with Me: Instagram: / @loriaandrus Facebook: / @loriaandrus Subscribe, Like, and Share to spread the love! Let's embark on a transformative journey together. #chaincoral #crystaloftheweek #crystalwisdom #crystaloracle #crystalhealing #stonehealing #stonemedicine #stonesspeakoracle #crystalenergy
A conversation with Rivky Kaplan exploring what it means to lean into the feminine spirit in both the private and public sphere, the Lubavitcher Rebbe's vision for Jewish womanhood, the wisdom available to us in our cycles and the seasons of our life, how to stay connected to the woman beneath the role of mother, and the power of sisterhood in helping us find our voices. Rivky Kaplan is a Chabad Shlucha in Tzfat, Israel with her husband Chaim and family. Rivky teaches Torah and Chassidut in various seminaries as well as many adult education classes both in Israel and abroad. She is passionate about engaging her students in the text and making Torah concepts personal and relevant. Rivky is a Yoetzet Halacha and has recently opened a one of a kind Educational Visitors center in their newly renovated Mikva. She is also a trained Fertility Fellow providing guidance to couples navigating the challenges of infertility. Rivky is also a very proud Bubby. You can contact Rivky at rivkaplan@gmail.comTo inquire about sponsorship & advertising opportunities, please email us at info@humanandholy.comTo support our work, visit humanandholy.com/sponsor.Find us on Instagram @humanandholy & subscribe to our channel to stay up to date on all our upcoming conversations ✨Human & Holy podcast is available on all podcast streaming platforms. New episodes every Sunday & Wednesday on YouTube, Spotify, Apple Podcasts, and Google Podcasts.TIMESTAMPS 00:00 - Sneak Peek 00:27 - Host's Intro 02:13 - Welcome Rivky05:51 - Rosh Chodesh: A Gift to Women07:35 -The Lubavitcher Rebbe's Vision for Jewish Womanhood10:26 - Why Chana Decided to Stay Home15:00 - Giving Your Child That Little Bit More16:26 - Why Dena Went Out to Lead17:35 - Personifying Internality: The Feminine Spirit19:03 - Beyond Biological Motherhood: A Spiritual Role21:00 - Expanding the Walls of the Home 23:46 - Capitalizing on What is Unique About Us 25:40 - If the Workplace Was Designed for Women's Needs28:55 - The World is Waking Up to Feminine Values29:55 - Listening to Our Bodies32:50 - I Expected Myself to Be a Full Moon Every Day33:25 - Understanding the Hormonal Phases 35:15 - Attuning Ourselves to Our Bodies 37:58 - The Phases of Our Menstrual Cycles38:44 - Wishing My Mother Could Hold My Babies42:55 - Our Bodies Hold Paradox 44:28 - Carrying Life and Grief in Israel 46:40 - A Disconnect From Our Bodies47:50 - Navigating Life's Seasons: We Are Both Chana and Dina50:33 - Being Present Where You Are52:50 - Staying Connected to What Fuels Me56:33 - What is a Feminine Way of Giving?57:56 - Story of the Rebbe: What is the Identifier of a Jewish Girl? 1:01:30 - Shifting the Way the World Sees Jewish Women1:04:30 - Have We Internalized That Vision? 01:07:05 - Menopause and Its Impact on a Woman's Identity1:09:24 - Expanding the Why's That Carried You1:11:30 - How to Nurture Yourself When You're a Mother 1:13:37 - G-d Trusts Us1:17:35 - Having a Firsthand Experience of the Torah1:20:48 - Teaching From a Place of Trust 1:24:25 - Textual Learning Makes Space for Critical Thinking 1:30:58 - There Are Many Ways of Serving G-d 1:33:18 - I Felt Escorted to the Mikvah by the Chain of Jewish Women 1:37:33 - The Contemporary Sisterhood 1:40:00 - Female Soldiers Immersing in the Mikvah 1:41:42 - How to Create Your Own Sisterhood 1:43:28 - You Need One Person to Truly See You 1:49:00 - The World is Waiting for Every Woman's Voice01:50:05 - Host's Outro
What is the true goal of parenting? Is it just raising respectful, successful kids—or is there something more? In this compelling episode titled An Unbroken Chain, Stephen opens Psalm 78 to reveal three biblical priorities that every parent should pursue: knowing God, thinking biblically, and living wisely. If you're a parent, grandparent, teacher, or mentor, this message will give you clarity, direction, and renewed motivation. This episode explores why it's not enough to aim for good behavior, good grades, or even good manners. Those goals are important—but they're not the ultimate aim. God calls parents to disciple the next generation. Psalm 78 shows that passing on the truth about God is not optional; it's a sacred responsibility. You'll discover how to engage your children's questions, navigate the challenges of discipline, and rely fully on God for spiritual results. Whether you're in the trenches of toddlerhood or mentoring a teenager, you'll be reminded that you're part of an unbroken chain of faith. This episode is a powerful encouragement to parents who feel overwhelmed or unsure of what matters most. Don't settle for just surviving parenthood—listen in and learn how to shape your home around the things that last forever.