Podcasts about ML

Join Jim and Greg for the Friday edition of the 3 Martini Lunch as they react to President Trump's firm opposition to a Palestinian state, a deeply disappointing July jobs report, and more glaring incompetence from Los Angeles Mayor Karen Bass and former Vice President Kamala Harris.First, they applaud Trump for refusing to follow France, Great Britain, and Canada in announcing their support for a Palestinian state. Trump says would be rewarding Hamas for its atrocities against Israel and beyond. Jim and Greg also explain why calls for establishing a Palestinian state with Mahmoud Abbas and Palestinian Authority is a horrible idea.Next, they shake their heads at the July jobs report, which shows just 73,000 jobs added, a number far below expectations. Making matters worse, numbers from May and June were revised down by more than 250,000. Jim suggests tariffs may be hurting job creation, and both he and Greg warn against using tariff revenues to send us all checks.Finally, they roll their eyes as Los Angeles Mayor Karen Bass says the withdrawal of more National Guard personnel means they are in "retreat." Bass also cluelessly says he wants all military out of LA. Jim and Greg remind you that Bass was on Joe Biden's short list for vice president in 2020. Ultimately, that not went to Kamala Harris, who proved again on national television Thursday night, that she has no business being anywhere near the Oval Office.Please visit our great sponsors:No missed calls, no missed customers with OpenPhone. Get 20% off your first 6 months at https://Openphone.com/3ml Keep your skin looking and acting younger for longer. Get 15% off OneSkin with the code 3 ML at https://www.oneskin.co/

00:00-10:00: ML chats baseball with David Price, Juan Marichal and Doc Gooden.

Join Jim and Greg for the Thursday 3 Martini Lunch, as they welcome the news that former Vice President Kamala Harris will not run for governor of California in 2026. They also discuss New York City mayoral candidate Zohran Mamdani attempting to downplay his past calls to defund the police, and whether Defense Secretary Pete Hegseth might be eyeing a future political campaign.First, they're glad to see Kamala Harris choose not to enter next year's governor's race, especially since she reportedly had little interest in actually doing the job. They also discuss whether she's likely to pursue another presidential campaign in 2028 and what the California governor's race looks like without Harris in the field.Next, Jim and Greg focus on Mamdani's effort to distance himself from his long-held “defund the police” stance following this week's horrific mass shooting in Manhattan. They're also frustrated by polling that shows Mamdani likely to win the New York City mayoral race, regardless of how the rest of the field shakes out. Jim also slams a Politico article that dismisses criticism of Mamdani's Marxist ideology as “Mamdani Derangement Syndrome.”Finally, they consider reports that Sec. Hegseth might be thinking about leaving his cabinet position to run for political office in Tennessee. Jim and Greg both find this far-fetched, considering the huge goals Hegseth is pursuing for our military and because there's not much he could run for in Tennessee anytime soon.Please visit our great sponsors:No missed calls, no missed customers with OpenPhone. Get 20% off your first 6 months at https://Openphone.com/3ml Keep your skin looking and acting younger for longer. Get 15% off OneSkin with the code 3 ML at https://www.oneskin.co/

Join Jim and Greg for the Wednesday 3 Martini Lunch as they applaud Environmental Protection Agency Administrator, Lee Zeldin for wanting to rein the power of his agency, They're also happy to see decent economic growth in the second quarter, and they berate Pete Buttigieg for his pathetic response about the future of the Democratic Party. First, they praise Zeldin for urging the courts to restrict the Environmental Protection Agency's powers to what Congress has explicitly authorized. Jim notes that if Democrats want the EPA to expand its reach, they need to pass legislation, not rely on regulatory overreach. Greg applauds Zeldin for respecting the limits of government power and willingly ceding authority not grounded in law.Next, Jim and Greg are thrilled to see the resilience of the economy as the second quarter GDP rose by three percent. Although not a fan of tariffs, Jim is pleasantly surprised to see the economy doing well. Meanwhile, the positive growth means we are nowhere near a recession, forcing Democrats to find different talking points. Last, they slam Buttigieg for his substance-free response to The Breakfast Club's Charlamagne tha God, who asked whether the future of the Democratic party is someone more like New York City mayoral candidate Zohran Mamdani or someone like Buttigieg. Buttigieg's response included such rhetorical gems as "we're each going to be putting forward the version of the message that's truest to who we are" and what young Democrat politicians have in common is that "they are who they are." Jim and Greg have fun with Buttigieg's meaningless answers and consider what answers would have actually been interesting.Please visit our great sponsors:No missed calls, no missed customers with OpenPhone. Get 20% off your first 6 months at https://Openphone.com/3ml Keep your skin looking and acting younger for longer. Get 15% off OneSkin with the code 3 ML at https://www.oneskin.co/

00:00-10:00: Baseball greats Jimmy Rollins/Jamie Moyer/Mike Cameron join ML from Cooperstown. Sponsored by Rosie's Corner and CH Insurance.

In this episode, Anna Rose welcomes back Daniel Kang professor at UIUC and founding technical advisor at VAIL, for an update on ZKML and how the space has evolved since early 2023. Daniel covers the 2023-2024 cohort of ZKML tools including zkCNN, zkLLM, EZKL, and his original ZKML project, while introducing his new project ZKTorch, which offers a flexible hybrid of specialized and general-purpose approaches. The discussion explores practical applications like verified FaceID, proof of prompt, and proof of training, along with the technical challenges of adding ZK proofs to machine learning models. Daniel shares insights on the performance trade-offs between specialized cryptographic systems and generic circuits, and how ZKTorch aims to offer both flexibility and speed for proving ML inference. Related links: ZKTorch: Open-Sourcing the First Universal ZKML Compiler for Real-World AI ZKTorch: Compiling ML Inference to Zero-Knowledge Proofs via Parallel Proof  ZK Torch GitHub Accumulation by Bing-Jyue Chen, Lilia Tang, Daniel Kang Episode 369: Ligero for Memory-Efficient ZK with Muthu Episode 356: ZK Benchmarks with Conner Swann Episode 364: AI and ZK Auditing with David Wong Episode 265: Where ZK and ML intersect with Yi Sun and Daniel Kang Bonus Episode: zkpod.ai & Attested Audio Experiment with Daniel Kang ZK13: ZKTorch: Efficiently Compiling ML Models to Zero-Knowledge Proof Protocols - Daniel Kang AI Agent Benchmarks are Broken VAIL zkCNN: Zero Knowledge Proofs for...

Join Jim and Greg for the Tuesday 3 Martini Lunch. Today, they applaud President Trump for ratcheting up the pressure on Vladimir Putin and scold him for refusing to allow the president of Taiwan to visit the U.S. And they examine the arrest of the illegal alien serving as a police officer in Maine. First, after noting the passing of Chicago Cubs legend Ryne Sandberg, they cheer President Trump for giving Putin a firm 10–12 day deadline to end the war in Ukraine. Trump appears to be losing patience with Putin's broken promises and ongoing escalations. Jim and Greg also explore how Trump might respond if Putin ignores the warning, and they question America's continued dependence on adversaries like Russia and China for materials vital to national security.Next, they slam Trump's refusal to let Taiwanese President Lai Ching-te stop in New York City en route to Latin America. While the move may be tied to sensitive trade talks with Beijing, Jim argues the U.S. should never let China dictate who can enter our country. They also examine how this decision may embolden the Chinese government. Finally, they break down the arrest of an illegal immigrant in Maine who was not only trying to buy a gun but was already working as a local police officer. While officials claim to have used E-Verify to confirm his status, Jim notes the system can't verify whether applicants actually own the documents they present.Please visit our great sponsors:No missed calls, no missed customers with OpenPhone. Get 20% off your first 6 months at https://Openphone.com/3ml Keep your skin looking and acting younger for longer. Get 15% off OneSkin with the code 3 ML at https://www.oneskin.co/

Convenience and quality don't always go hand in hand, but Tip Top Cocktails is changing that perception, one perfectly crafted drink at a time. Founded in 2019, Tip Top is an Atlanta-based brand known for its spirit-forward, bar-quality offerings. Childhood friends Yoni Reisman and Neal Cohen launched the company with a simple mission: make great cocktails more accessible, no bartender required. Tip Top's lineup includes time-honored classics like the Old Fashioned, Negroni, and Margarita, as well as modern favorites such as the Paper Plane, Penicillin, and Naked & Famous. Each cocktail is precisely mixed and served in a sleek 100 mL lowball-style can. The products are available in over 25 U.S. states and Washington, D.C., and carried by national retailers such as Trader Joe's, Whole Foods, Gelson's Markets, and Total Wine & More. Amid a rapidly expanding market for RTD cocktails, Tip Top has earned high praise from The New York Times, Food & Wine, and other publications. Perhaps surprisingly, the company hasn't taken any institutional funding to date. In this episode, Yoni and Neal share how an idea sparked on the music festival circuit evolved into a fast-growing brand with national reach. Their journey is a case study in bootstrapping, brand discipline, and building loyalty through an unwavering commitment to quality and customer experience. Show notes: 0:25: Interview: Neal Cohen & Yoni Reisman, Co-Founders, Tip Top Cocktails – The co-founders discuss how Tip Top's origins stem from Yoni's time in the music festival scene, recruiting award-winning bartender Miles Macquarrie to help develop the cocktails and how they emphasized authentic, balanced flavors and supported that with retro-inspired branding and educational elements like listing ingredients. Neal and Yoni also talk about Tip Top's collaborations with renowned bartenders such as Sam Ross and Joaquín Simó and how it reinforced the brand's credibility and dedication to cocktail culture. They also explain how Tip Top has relied on grassroots marketing, standout packaging, and word-of-mouth to build its brand, with its 100 mL can seen as both stylish and practical and how the company has earned respect within the hospitality industry and among professional bartenders. They explain why they continue to personally taste each batch of cocktails and have scrapped full runs when standards weren't met and how “building a brand people would truly miss” if it left the market is their North Star. Brands in this episode: Tip Top Cocktails, Straightaway Cocktails, Post Meridiem

00:00-10:00: Scott Pitoniak walks with ML on Main Street in Cooperstown for a chat on the 2025 Hall of Fame Class, the Bills this season and more. Sponsored by Rosie's Corner and Batavia Downs Gaming.

How does AI go from predicting the next word to powering robots that navigate the real world?Princeton computer science professor Sanjeev Arora explains how today's models learn, adapt, and even teach themselves.From chatbots to multimodal machines that process text, images, and video, you'll learn how it all works—and where it's headed next.This conversation will change how you think about intelligence, language, and the future of AI.

The logistics industry can often feel like a numbers game, but Linda Carrion is here to remind us it's always been about the people, especially the drivers. In this episode, Linda shares how she went from medical assistant to CEO of two freight companies, why her approach to leadership is grounded in empathy, and how local networks like the Propeller Club are changing the business landscape in Jacksonville. Whether you're building a freight business or just trying to hold on during a tough market, Linda's story offers real talk and practical advice. Key takeaways: The agent model gave Linda the safety net to grow her business without sacrificing independence. Building trust and transparency with drivers leads to better retention and long-term reliability. Intermodal operations are anything but cookie-cutter and require constant problem-solving. Local organizations like the Propeller Club play a critical role in fostering freight community connections.LINKS:Linda's LinkedInCarry-on Transportation Solutions WebsiteJAXPORT WebsiteTALON Jax WebsitePropeller Club - Port of Jacksonville WebsiteWATCH THE FULL EPISODE HEREFeedback? Ideas for a future episode? Shoot us a text here to let us know. -----------------------------------------THANK YOU TO OUR SPONSORS! Are you experienced in freight sales or already an independent freight agent? Listen to our Freight Agent Trenches interviews powered by SPI Logistics to hear from the company's agents on how they took the entrepreneurial leap. Shipium is the ML-powered shipping platform built by the executives that created Amazon's supply chain technology. They help 3PL & retail leaders like Stord, Ryder, and Saks Off 5th to reduce shipping costs by an average of 12% while improving on-time delivery. CargoRex is the logistics industry's go-to search platform—connecting you with the right tools, services, events, and creators to explore, discover, and evolve. Digital Dispatch manages and maximizes your #1 sales tool with a website that establishes trust and builds rock-solid relationships with your leads and customers.

In this episode, Steve speaks with Dragos Tudorache, one of the members of the European Parliament who is responsible for writing the EU's AI Act. Dragos explains the thought process that went into developing the new law and tells Steve what organisations can expect and how they can prepare for its implementation. Mentioned in and related to this episode: ISF Podcast: Ellie Pavlick - Balancing the Risk and Reward of AI ISF Podcast: The Ethical Dilemma of AI & Innovation ISF Podcast: Beyond Buzzwords: AI, ML, and the Future of Cyber ISF Podcast: Mo Gawdat: Rethinking the Paradigm of Artificial and Human Intelligence ISF Analyst Insight Podcast Read the transcript of this episode Subscribe to the ISF Podcast wherever you listen to podcasts Connect with us on LinkedIn and Twitter From the Information Security Forum, the leading authority on cyber, information security, and risk management.

In this episode, hosts Lois Houston and Nikita Abraham welcome back Cloud Delivery Lead Sarah Mahalik for a detailed tour of the four pillars of Oracle Fusion Cloud Applications: ERP, HCM, SCM, and CX.   Discover how Oracle weaves AI, analytics, and automation into every layer of enterprise operations. Plus, learn how Oracle Modern Best Practice is redefining digital workflows.   Oracle Fusion Cloud Applications: Process Essentials https://mylearn.oracle.com/ou/course/oracle-fusion-cloud-applications-foundation-hcm/146870 https://mylearn.oracle.com/ou/course/oracle-fusion-cloud-applications-foundations-enterprise-resource-planning-erp/146928/241047 https://mylearn.oracle.com/ou/course/oracle-fusion-cloud-applications-foundation-scm/146938 https://mylearn.oracle.com/ou/course/oracle-fusion-cloud-applications-foundation-cx/146972   Oracle University Learning Community: https://education.oracle.com/ou-community LinkedIn: https://www.linkedin.com/showcase/oracle-university/ X: https://x.com/Oracle_Edu   Special thanks to Arijit Ghosh, David Wright, Kris-Ann Nansen, Radhika Banka, and the OU Studio Team for helping us create this episode. ------------------------------------------------------------- Episode Transcript:   00:00   Welcome to the Oracle University Podcast, the first stop on your cloud journey. During this series of informative podcasts, we'll bring you foundational training on the most popular Oracle technologies. Let's get started!   00:25   Lois: Hello and welcome to the Oracle University Podcast! I'm Lois Houston, Director of Innovation Programs with Oracle University, and joining me is Nikita Abraham, Team Lead: Editorial Services.     Nikita: Hi everyone! Last week, we spoke about Oracle Cloud Apps and the Redwood design system. Today, we'll take a closer look at the four key pillars of Oracle Cloud Apps.    Lois: And we're so excited to have Sarah Mahalik back with us. Sarah is a Cloud Delivery Lead here at Oracle. Hi Sarah! In the last episode, we briefly spoke about the various Oracle Cloud Apps offerings and their capabilities. For anyone who missed that episode, can you give us a quick introduction?   01:06   Sarah: Oracle Cloud Applications is an incredibly broad suite that covers many of the most important business functions, from Human Capital Management, Supply Chain Management, to Enterprise Resource Planning and Customer Experience. The products in the Oracle Fusion Cloud Applications suite are organized by functional groups or pillars. All of these applications sit on Oracle Cloud Infrastructure, a foundation built from scratch to support mission-critical applications.    Oracle Fusion Applications deliver a single source of truth, enabling quick responses to disruptions and market opportunities. With unified data and consistent business rules, teams can build streamlined end-to-end processes, access real time analytics, and make faster data-driven decisions for improved outcomes.   01:52   Nikita: Ok, let's actually get into each of these areas. I think we can start with Human Capital Management.   Sarah: Oracle Human Capital Management is an end-to-end solution that allows you to manage all aspects of people data from hire to retire. It all starts with recruiting, or requisitions are used to advertise vacant positions, and candidates are managed through the hiring process. After recruitment, successful candidates are transferred to the human resources module.   You can configure the organization structure to mirror that of your business. And this allows for easy reorganization whenever the structure changes. People data is a staple element of HCM. Therefore, as part of this product, an HR specialist can manage everything about the employee life cycle, including promotions, transfers, general assignment changes, and terminations.   A robust self-service offering allows employees and managers to take ownership and responsibility for the data pertaining to themselves and their teams. By removing the burden of simple data processing from the HR specialists, it not only eases the pressure on the HR department but allows them to concentrate on more specialized tasks.   03:00   Lois: And how are the core products of HCM categorized?   Sarah: The core products of Human Capital Management are categorized into four main groupings according to their logical purpose. First up, we have our human resources. This grouping includes the elements for implementing and maintaining the enterprise and workforce structure and employee life cycle data. This is where you would configure the organization structure as well as manage an employee's data from the HR specialist point of view. In addition, modules such as benefits, work life, workforce modeling and planning, and advanced HCM controls also sit within this category.   This brings us to talent management. This category is one of the largest because it includes recruiting, learning, goals and performance management, career development, succession planning, talent reviews, and compensation. In addition to that, dynamic skills and opportunity marketplace are also included in this grouping. Within workforce management, you'll find absence management and time and labor.   These naturally sit together because most organizations that implement both configure it so that an employee can enter both work time and absences on a time card, instead of having to visit two different entry points. You'll also find workforce health and safety here. And finally, payroll. All aspects of payroll are included here, whether you're simply using global payroll or localizations, such as UK, Canada, and Mexico.   It also encompasses payroll interface for those organizations that run their payroll from another system, and just need to extract and migrate the relevant data from Fusion HCM Cloud. When talking about HCM systems, we cannot forget the employee self-service aspect of the product. For this, there's an employee experience module called Oracle Me. Here you'll find options, such as HCM communicate, touchpoints, journeys, HR help desk, and Oracle digital assistant.   All of these combined enable an employee to take control and ownership of their own data, and use the many self-help options to get the information they need quickly and efficiently. In order to control how the system behaves and how users interact with it and perform the various processes, there are configuration options. These options allow organizations to define such things as the user experience, workflows, and approval policies based on their business requirements. And to meet the constant need for reporting, there's analytics, planning, and data modeling.   And in addition to all of that, you can use configuration options, such as extensibility, integration, or import and extracts, security, and adaptive intelligence to help enhance the system and have it working and looking the way you need. Of course, much of these latter configuration items are not exclusive to HCM but are available for the Oracle Fusion Cloud as a whole.   05:47   Lois: That's great. Ok, let's move on to Oracle Enterprise Resource Planning, or ERP.   Sarah: This is a complete modern Cloud ERP suite that provides your teams with advanced capabilities, such as AI, to automate the manual processes that slow them down, analytics to react to market shifts in real time, and automatic updates to stay current and gain a competitive advantage.   Oracle Cloud ERP automates the entire Record to Report process and provides a common repository of information for global financial reporting and compliance. Within ERP, we have the broadest and deepest suite offering everything you need, from financials, project management, enterprise performance management, risk management and compliance, and analytics.    06:34   Nikita: Sarah, could you break down the different modules within ERP?   Sarah: First, we have Financials, which is a global financial platform that connects and automates your financial management processes, including payables, receivables, fixed assets, expenses, and reporting for a clear view into your total financial health. Oracle Project Management offers a single project cloud solution designed to help you gain a complete picture of your organization's project finances and operations. It's seamlessly integrated across the enterprise with the Oracle Fusion Cloud ERP, HCM, and SCM applications.   Oracle Fusion Cloud Enterprise Performance Management, or EPM, helps you model and plan across finance, HR, supply chain and sales, streamline the financial close process, and drive better decisions. Oracle Fusion Cloud Risk Management and Compliance is a security and audit solution that controls user access to your Oracle Cloud ERP financial data, monitors user activity, and makes it easier to meet compliance regulations through automation.   Oracle Risk Management Compliance uses AI and ML to strengthen financial controls to help prevent cash leaks, enforce audit, and protect against emerging risks, saving you hours of manual work. Oracle Analytics for Cloud ERP complements the embedded analytics in Cloud ERP to provide pre-packaged use cases, predictive analysis, and KPIs based on variance analysis and historical trends.    08:06   Lois: And what about Supply Chain Management?   Sarah: Oracle Supply Chain Management empowers organizations to plan, source, make, deliver, and service goods with agility and resilience. It offers a solution that integrates advanced capabilities, such as AI/ML and blockchain, to optimize the supply chain life cycle from start to finish.   08:31   Adopting a multicloud strategy is a big step towards future-proofing your business and we're here to help you navigate this complex landscape. With our suite of courses, you'll gain insights into network connectivity, security protocols, and the considerations of working across different cloud platforms. Start your journey today to multicloud today by visiting mylearn.oracle.com.    08:58   Nikita: Welcome back! Sarah, what makes Oracle Fusion SCM so powerful?   Sarah: When it comes to planning, you can leverage strategic, tactical, and operational processes for accurate forecasting and resource alignment. Sourcing and manufacturing help you streamline procurement and production to meet supply and demand efficiently. Inventory and warehousing processes ensure the right goods are available, stored, and managed effectively.   Fulfillment is also known as the pick, pack, and ship part of the supply chain and delivery entails order tracking and receipt. Having connected processes in place ensures that billing and revenue recognition are applied correctly on the goods and services. Great customer service models provide accurate tracking of customer orders and deliveries. And this can provide insight for an accurate picture of future planning, manufacturing, and inventory forecasts. This is a constant cycle because information and analytics feed into the planning process.   Oracle Supply Chain Management is designed to seamlessly integrate and optimize every step of the supply chain process, ensuring businesses can adapt to dynamic market conditions and customer expectations. The solution supports end-to-end supply chain processes and leverages cutting-edge technologies to transform how organizations manage their operations.   In planning, Oracle SCM empowers businesses with advanced planning tools to align supply and demand effectively. Sourcing and manufacturing assists in streamlining procurement and manufacturing workflows to drive efficiency. Inventory and warehousing optimizes inventory and warehouse management processes with intelligent capabilities.   Fulfillment delivery helps to accelerate order fulfillment and delivery operations to meet customer needs. And servicing allows you to maintain strong customer relationships through seamless post-sale servicing. Oracle SCM ensures an agile and resilient supply chain with the help of technologies like AI, ML, and blockchain. These tools empower organizations to stay competitive in a fast-paced environment while exceeding customer expectations.   11:03   Lois: To round out our discussion, let's talk about Oracle Customer Experience.   Sarah: Customer Experience, or CX, provides the platform and products necessary to capture all customer touch points and interactions. This platform also automates the business process from interest and lead generation to the sale and provision of products and services. The major product areas are marketing, sales, service, and CX platform.    11:32   Nikita: Could you dive a bit deeper into its key areas?   Sarah: Oracle Marketing solutions allow you to create targeted cross-channel marketing campaigns, optimize lead generation activities, personalize customer and prospect communication, and automate marketing activities. Use real-time data-driven insights to engage, convert, and nurture buyer relationships to increase sales. Featured products include Eloqua Marketing Automation, Responsys Campaign Management, CrowdTwist Loyalty and Engagement, Infinity Behavioral Intelligence, Unity Customer Data Platform, and more.   With Oracle Sales, you can deliver responsive selling across all touchpoints. Oracle Sales guides sellers with intelligent recommendations and gives them a faster path to critical records to help them focus on the right prospects at the right time. The modern, unified selling and buying approach of Oracle CX connects sales and commerce to service, marketing, and the entire customer experience. Featured products include Salesforce Automation, Sales Planning, Sales Performance Management, Configure, Price, and Quote, Subscription Management, Partner Relationship Management, and Customer Data Management.   Oracle Service enables you to help customers when and where they need you with automated workflows for customer self-service, agent-assisted service, and Field Service engagements. You can accelerate the resolution of service issues with AI-driven recommendations, unified data visibility, and cross-organization and cross-channel collaboration tools.   At Oracle, we make every customer interaction matter by using a suite of CX Cloud applications that connect marketing, sales, customer service, Field Service, and e-commerce. Oracle connects our customer experience systems with finance, supply chain, and HR on a unified cloud platform for a single, dynamic 360-degree view of the customer.   13:31   Lois: Before we wrap up, how does Oracle Modern Best Practice, or OMBP, fit into Oracle Cloud Apps?   Sarah: OMBP illustrates common business processes optimized to leverage the latest applications and technologies in Oracle Fusion Applications.   Oracle Modern Best Practice comprises reimagined industry standard business processes powered by Oracle technology. Engineered into Fusion Applications, OMBP simplifies and streamlines workflows, enabling organizations to leverage modern, efficient, and scalable practices. As we align more assets with OMBP, there will be a stronger connection between global process owners and business process innovation within a customer's organization.   OMBP was derived from over 10,000 successful delivery projects. To publish an OMBP, past Oracle projects were analyzed for successful and unsuccessful processes. Successful processes were reviewed and optimized by product experts, engineers, customers, and key users. Optimized processes were published to OMBP to make them available to other customers.   14:40   Lois: Well, that's it for this episode. Thank you, Sarah, for all of your incredible insights.    Nikita: If you want to learn more about what we discussed today, head over to mylearn.oracle.com and take a look at the Oracle Fusion Cloud Applications Process Essentials courses. Until next time, this is Nikita Abraham…   Lois: And Lois Houston, signing off!   15:01   That's all for this episode of the Oracle University Podcast. If you enjoyed listening, please click Subscribe to get all the latest episodes. We'd also love it if you would take a moment to rate and review us on your podcast app. See you again on the next episode of the Oracle University Podcast.  

What's up everyone, today we have the pleasure of sitting down with István Mészáros, Founder and CEO of Mitzu.io. (00:00) - Intro (01:00) - In This Episode (03:39) - How Warehouse Native Analytics Works (06:54) - BI vs Analytics vs Measurement vs Attribution (09:26) - Merging Web and Product Analytics With a Zero-Copy Architecture (14:53) - Feature or New Category? What Warehouse Native Really Means For Marketers (23:23) - How Decoupling Storage and Compute Lowers Analytics Costs (29:11) - How Composable CDPs Work with Lean Data Teams (34:32) - How Seat-Based Pricing Works in Warehouse Native Analytics (40:00) - What a Data Warehouse Does That Your CRM Never Will (42:12) - How AI-Assisted SQL Generation Works Without Breaking Trust (50:55) - How Warehouse Native Analytics Works (52:58) - How To Navigate Founder Burnout While Raising Kids Summary: István built a warehouse-native analytics layer that lets teams define metrics once, query them directly, and skip the messy syncs across five tools trying to guess what “active user” means. Instead of fighting over numbers, teams walk through SQL together, clean up logic, and move faster. One customer dropped their bill from $500K to $1K just by switching to seat-based pricing. István shares how AI helps, but only if you still understand the data underneath. This conversation shows what happens when marketing, product, and data finally work off the same source without second-guessing every report.About IstvánIstvan is the Founder and CEO of Mitzu.io, a warehouse-native product analytics platform built for modern data stacks like Snowflake, Databricks, BigQuery, Redshift, Athena, Postgres, Clickhouse, and Trino. Before launching Mitzu.io in 2023, he spent over a decade leading high-scale data engineering efforts at companies like Shapr3D and Skyscanner. At Shapr3D, he defined the long-term data strategy and built self-serve analytics infrastructure. At Skyscanner, he progressed from building backend systems serving millions of users to leading data engineering and analytics teams. Earlier in his career, he developed real-time diagnostic and control systems for the Large Hadron Collider at CERN. How Warehouse Native Analytics WorksMarketing tools like Mixpanel, Amplitude, and GA4 create their own versions of your customer. Each one captures data slightly differently, labels users in its own format, and forces you to guess how their identity stitching works. The warehouse-native model removes this overhead by putting all customer data into a central location before anything else happens. That means your data warehouse becomes the only source of truth, not just another system to reconcile.István explained the difference in blunt terms. “The data you're using is owned by you,” he said. That includes behavioral events, transactional logs, support tickets, email interactions, and product usage data. When everything lands in one place first (BigQuery, Redshift, Snowflake, Databricks) you get to define the logic. No more retrofitting vendor tools to work with messy exports or waiting for their UI to catch up with your question.In smaller teams, especially B2C startups, the benefits hit early. Without a shared warehouse, you get five tools trying to guess what an active user means. With a warehouse-native setup, you define that metric once and reuse it everywhere. You can query it in SQL, schedule your campaigns off it, and sync it with downstream tools like Customer.io or Braze. That way you can work faster, align across functions, and stop arguing about whose numbers are right.“You do most of the work in the warehouse for all the things you want to do in marketing,” István said. “That includes measurement, attribution, segmentation, everything starts from that central point.”Centralizing your stack also changes how your data team operates. Instead of reacting to reporting issues or chasing down inconsistent UTM strings, they build shared models the whole org can trust. Marketing ops gets reliable metrics, product teams get context, and leadership gets reports that actually match what customers are doing. Nobody wins when your attribution logic lives in a fragile dashboard that breaks every other week.Key takeaway: Warehouse native analytics gives you full control over customer data by letting you define core metrics once in your warehouse and reuse them everywhere else. That way you can avoid double-counting, reduce tool drift, and build a stable foundation that aligns marketing, product, and data teams. Store first, define once, activate wherever you want.BI vs Analytics vs Measurement vs AttributionBusiness intelligence means static dashboards. Not flexible. Not exploratory. Just there, like laminated truth. István described it as the place where the data expert's word becomes law. The dashboards are already built, the metrics are already defined, and any changes require a help ticket. BI exists to make sure everyone sees the same numbers, even if nobody knows exactly how they were calculated.Analytics lives one level below that, and it behaves very differently. It is messy, curious, and closer to the raw data. Analytics splits into two tracks: the version done by data professionals who build robust models with SQL and dbt, and the version done by non-technical teams poking around in self-serve tools. Those non-technical users rarely want to define warehouse logic from scratch. They want fast answers from big datasets without calling in reinforcements.“We used to call what we did self-service BI, because the word analytics didn't resonate,” István said. “But everyone was using it for product and marketing analytics. So we changed the copy.”The difference between analytics and BI has nothing to do with what the tool looks like. It has everything to do with who gets to use it and how. If only one person controls the dashboard, that is BI. If your whole team can dig into campaign performance, break down cohorts, and explore feature usage trends without waiting for data engineering, that is analytics. Attribution, ML, and forecasting live on top of both layers. They depend on the raw data underneath, and they are only useful if the definitions below them hold up.Language often lags behind how tools are actually used. István saw this firsthand. The product stayed the same, but the positioning changed. People used Mitzu for product analytics and marketing performance, so that became the headline. Not because it was a trend, but because that is what users were doing anyway.Key takeaway: BI centralizes truth through fixed dashboards, while analytics creates motion by giving more people access to raw data. When teams treat BI as the source of agreement and analytics as the source of discovery, they stop fighting over metrics and start asking better questions. That way you can maintain trusted dashboards for executive reporting and still empower teams to explore data without filing tickets or waiting days for answers.Merging Web and Product Analytics With a Zero-Copy ArchitectureMost teams trying to replace GA4 end up layering more tools onto the same mess. They drop in Amplitude or Mixpanel for product analytics, keep something else for marketing attribution, and sync everything into a CDP that now needs babysitting. Eventually, they start building one-off pipelines just to feed the same events into six different systems, all chasing slightly different answers to the same question.István sees this fragmentation as a byproduct of treating product and marketing analytics as separate functions. In categorie...

In this episode, Steve speaks with Dragos Tudorache, one of the members of the European Parliament who is responsible for writing the EU's AI Act. Dragos explains the thought process that went into developing the new law and tells Steve what organisations can expect and how they can prepare for its implementation. Mentioned in and related to this episode: ISF Podcast: Ellie Pavlick - Balancing the Risk and Reward of AI ISF Podcast: The Ethical Dilemma of AI & Innovation ISF Podcast: Beyond Buzzwords: AI, ML, and the Future of Cyber ISF Podcast: Mo Gawdat: Rethinking the Paradigm of Artificial and Human Intelligence ISF Analyst Insight Podcast Read the transcript of this episode Subscribe to the ISF Podcast wherever you listen to podcasts Connect with us on LinkedIn and Twitter From the Information Security Forum, the leading authority on cyber, information security, and risk management.

Join Jim and Greg for Monday's 3 Martini Lunch as they dig into the steep drop in violent crime in Baltimore, President Trump's new trade deal with the European Union, and a bizarre lawsuit blaming the U.S. Navy's Blue Angels for terrorizing a cat in its final days.First, they examine the dramatic decrease in Baltimore's murder rate since voters ousted soft-on-crime prosecutor Marilyn Mosby in the 2022 Democratic primary. Her replacement, Ivan Bates, pledged a return to aggressive prosecutions, and the numbers show it's working. Under Mosby, there were 334 murders in 2022. Last year, the total dropped to 202, and the city has recorded just 68 homicides so far in 2024. Jim and Greg argue it's no mystery what's driving the improvement.Next, they dissect President Trump's trade agreement with the European Union, which includes lowered tariffs and major commitments from Europe to buy U.S. energy and weapons. Jim says this deal is a significant relief given what would have happened later this week without a deal. But he's still concerned that American consumers will end up paying more for a lot of things.Finally, they lambaste the crazy cat lady, who decided to sue the Blue Angels for disturbing the final days of her cat, as it died from heart disease. Jim is flabbergasted that anyone could blame the progression of heart disease on noise from planes. He's also greatly annoyed that the lady is referred to as that cat's "human mother" in news reports.Please visit our great sponsors:No missed calls, no missed customers with OpenPhone. Get 20% off your first 6 months at https://Openphone.com/3ml Keep your skin looking and acting younger for longer. Get 15% off OneSkin with the code 3 ML at https://www.oneskin.co/

Join the Free Discord + View Our Podcast Record⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://discord.gg/ZkzcH3mwHS⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Series: Seattle over Athletics (-160) Washington +1.5 at Houston (-108) LA Dodgers/Cincinnati NRFI (-118) Chicago Cubs/Milwaukee NRFI (-130) Chicago Cubs ML at Milwaukee (-110) Seattle/Athletics NRFI (+104) Tampa Bay First 5 ML at New York Yankees (+100) Tampa Bay/New York Yankees NRFI (-120) Arizona First 5 ML at Detroit (+108) Miami/St. Louis Over 8.5 (+100) Atlanta First 5 -0.5 at Kansas City (-120) Minnesota First 5 ML vs. Boston (-114) Cleveland ML + San Diego ML (+147) Seattle -9.5 at Connecticut (-110) YouTube: @PlayMeorFadeMePodcast X: @MrActionJunkie1 Learn more about your ad choices. Visit megaphone.fm/adchoices

GETMORE HEREDiscover how Victor “DIVINE” Lombard went from street hustler to fintech CEO, with guidance from Ben Horowitz, and a mission to transform how finance serves overlooked communities.Fintech entrepreneur Victor “DIVINE” Lombard shares his journey from street hustler to CEO, revealing how mentorship, compliance, and purpose-driven startups can transform access to financial tools with Tedd Huff Voalyre CEO on Fintech Confidential. They to expose the blind spots in today's financial system and why creators are locked out before they even get started.With firsthand experience on both sides of the table, Victor reveals how he's building purpose-driven fintech to empower independent artists with access to financial services, real mentorship, and education. This isn't theory—it's a blueprint, shaped by hard-earned lessons and grounded in reality.Together, they unpack: • Why traditional banking metrics fail creators • How compliance, when mastered, can build trust—not block progress • What it takes to design sustainable financial ecosystems from the ground up • Why mentorship often matters more than a credit scoreWhether you're a startup founder, creative entrepreneur, or fintech builder—this conversation delivers rare, real insight.Takeaways1️⃣ Build Systems Before You Scale – Early structure avoids chaos later2️⃣ Use Compliance To Build Credibility – Master regulation before you need it3️⃣ Train Your Team Like Operators – Start onboarding with education4️⃣ Pitch Value, Not Your Backstory – Focus on what you're solving5️⃣ Design Products For Real Use – Reflect real workflows, not trendsLinksVictor Lombard (aka DIVINE)Instagram: www.instagram.com/divine4thletterNotesWebsite: www.notestechnology.comLinkedIn: www.linkedin.com/company/notestechnologyFacebook: www.facebook.com/notestechnologyincYouTube: www.youtube.com/@notestechnologyInstagram: www.instagram.com/notestechnologyFintech ConfidentialPodcast: https://fintechconfidential.com/listenNewsletter: https://fintechconfidential.com/accessLinkedIn: https://www.linkedin.com/company/fintechconfidentialX: https://x.com/FTconfidentialInstagram: https://www.instagram.com/fintechconfidentialFacebook: https://www.facebook.com/fintechconfidentialSupportersUnder.io – Streamline your underwriting and application process by digitizing PDFs and enabling secure, fast digital signatures. https://under.io/ftcDfns – Launch wallets across 50+ blockchains with API-first, MPC-secured tools trusted by top fintechs and custodians. https://fintechconfidential.com/dnfsSkyflow – Secure, tokenize, and analyze personal data with a zero-trust privacy vault delivered via API. https://skyflowsecure.comHawk:AI – Detect fraud in real time with ML transaction monitoring and advanced risk scoring. https://getHawkai.comAboutVictor Lombard (aka DIVINE): Fintech founder and hip hop artist empowering urban music creators with capital access and financial education.Notes: Fintech platform helping artists build sustainable wealth through education, mentorship, and smarter financial tools.Tedd Huff: Founder of Voalyre and...

Слышали такую шутку, что самый точный индикатор погоды - это кирпич? Типа, если мокрый, то идёт дождь, если отбрасывает тень, то ясно и т.п. Так вот, оказывается, это шутка лишь отчасти. В этом выпуске разговариваем с Петром Вытовтовым - руководителем ML в Яндекс Погоде о... правильно, погоде! И о том, как машинное обучение помогает её предсказывать. Зачем смотреть прогноз погоды строителям? Почему прогнозы погоды могут радикально меняться в течение дня? Как управлять хаосом? Как связаны задачи предсказания погоды и задачи предсказания следующего кадра в видео? Нужно ли быть метеорологом, чтобы обучать ML-модели, предсказывающие погоду? Что такое климатическая норма и почему отклонения от неё - это тоже норма? Можно ли превратить мобильный телефон в метеорадар? Какие есть готовые датасеты, чтобы натренировать свои погодные модели? Обо всём этом в выпуске!Ссылки выпуска:Курсы по ML в погоде:https://learning.ecmwf.int/course/index.php?categoryid=1https://www.futurelearn.com/courses/artificial-intelligence-for-earth-monitoringОстальные ссыки (статьи по глобальному прогнозу, статьи по наукасту и статьи Яндекс.Погоды на Хабре) доступны в телеграм-канале в отдельном посте: (https://t.me/toBeAnMLspecialist/1017)Буду благодарен за обратную связь!Подписывайтесь на телеграм-канал "Стать специалистом по машинному обучению" (https://t.me/toBeAnMLspecialist)Обо мне (https://t.me/toBeAnMLspecialist/935)Мой телеграм для связи (https://t.me/kmsint)Также со мной можно связаться по электронной почте: kms101@yandex.ruЯ сделал бесплатный курс по созданию телеграм-ботов на Python и aiogram на Степике (https://stepik.org/120924). Присоединяйтесь, если хотите научиться разрабатывать телеграм-ботов и вообще вести проекты на Python!Также в соавторстве с крутыми разработчиками я пишу курс по продвинутой разработке телеграм-ботов с элементами микросервисной архитектуры (https://stepik.org/a/153850?utm_source=mlpodcast&utm_campaign=ep_74).Выразить благодарность можно добрым словом и/или донатом (https://www.tinkoff.ru/rm/kryzhanovskiy.mikhail11/NkwE718878/)

Join the Free Discord + View Our Podcast Record⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://discord.gg/ZkzcH3mwHS⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Arizona +1.5 at Pittsburgh (-160) Arizona/Pittsburgh NRFI (-142) Miami +1.5 at Milwaukee (-140) Miami/Milwaukee NRFI (-146) Philadelphia at New York Yankees First 5 Under 4.5 (-135) Philadelphia/New York Yankees NRFI (-142) Boston First 5 +0.5 vs. LA Dodgers (-122) Detroit ML vs. Toronto (-119) Houston ML vs. Athletics (-128) Kansas City First 5 ML vs. Cleveland (-135) Parlay: Baltimore ML/Minnesota Lynx ML (-117) Cubs/White Sox Over 9 (-105) Indiana/Chicago Over 158 (-110) YouTube: @PlayMeorFadeMePodcast X: @MrActionJunkie1 Learn more about your ad choices. Visit megaphone.fm/adchoices

Join the Free Discord + View Our Podcast Record⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://discord.gg/ZkzcH3mwHS⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Seattle -3.5 at Washington (-112) Toronto +1.5 at Detroit (-130) Athletics +1.5 at Houston (-115) Philadelphia First 5 ML at New York Yankees (-130) Baltimore -1.5 vs. Colorado (-126) Minnesota First 5 -0.5 vs. Washington (-154) Chicago Cubs -1.5 at Chicago White Sox (-115) Boston First 5 -0.5 vs. LA Dodgers (-128) New York Mets/San Francisco NRFI (-142) Tampa Bay/Cincinnati NRFI (-115) New York Liberty/Baltimore/Chicago Cubs ML parlay (+140) YouTube: @PlayMeorFadeMePodcast X: @MrActionJunkie1 Learn more about your ad choices. Visit megaphone.fm/adchoices

Real-time Feature Generation at Lyft // MLOps Podcast #334 with Rakesh Kumar, Senior Staff Software Engineer at Lyft.Join the Community: https://go.mlops.community/YTJoinInGet the newsletter: https://go.mlops.community/YTNewsletter// AbstractThis session delves into real-time feature generation at Lyft. Real-time feature generation is critical for Lyft where accurate up-to-the-minute marketplace data is paramount for optimal operational efficiency. We will explore how the infrastructure handles the immense challenge of processing tens of millions of events per minute to generate features that truly reflect current marketplace conditions. Lyft has built this massive infrastructure over time, evolving from a humble start and a naive pipeline. Through lessons learned and iterative improvements, Lyft has made several trade-offs to achieve low-latency, real-time feature delivery. MLOps plays a critical role in managing the lifecycle of these real-time feature pipelines, including monitoring and deployment. We will discuss the practicalities of building and maintaining high-throughput, low-latency real-time feature generation systems that power Lyft's dynamic marketplace and business-critical products.// BioRakesh Kumar is a Senior Staff Software Engineer at Lyft, specializing in building and scaling Machine Learning platforms. Rakesh has expertise in MLOps, including real-time feature generation, experimentation platforms, and deploying ML models at scale. He is passionate about sharing his knowledge and fostering a culture of innovation. This is evident in his contributions to the tech community through blog posts, conference presentations, and reviewing technical publications.// Related LinksWebsite: https://englife101.io/https://eng.lyft.com/search?q=rakeshhttps://eng.lyft.com/real-time-spatial-temporal-forecasting-lyft-fa90b3f3ec24https://eng.lyft.com/evolution-of-streaming-pipelines-in-lyfts-marketplace-74295eaf1ebaStreaming Ecosystem Complexities and Cost Management // Rohit Agrawal // MLOps Podcast #302 - https://youtu.be/0axFbQwHEh8~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExploreJoin our Slack community [https://go.mlops.community/slack]Follow us on X/Twitter [@mlopscommunity](https://x.com/mlopscommunity) or [LinkedIn](https://go.mlops.community/linkedin)] Sign up for the next meetup: [https://go.mlops.community/register]MLOps Swag/Merch: [https://shop.mlops.community/]Connect with Demetrios on LinkedIn: /dpbrinkmConnect with Rakesh on LinkedIn: /rakeshkumar1007/Timestamps:[00:00] Rakesh preferred coffee[00:24] Real-time machine learning[04:51] Latency tricks explanation[09:28] Real-time problem evolution[15:51] Config management complexity[18:57] Data contract implementation[23:36] Feature store[28:23] Offline vs online workflows[31:02] Decision-making in tech shifts[36:54] Cost evaluation frequency[40:48] Model feature discussion[49:09] Hot shard tricks[55:05] Pipeline feature bundling[57:38] Wrap up

After my last lecture series with Sarah Paine ended, I still had so many questions. I knew we'd only scratched the surface of Sarah's scholarship, so I immediately invited her back for another series: she graciously agreed, and we'll be releasing the results online over the coming weeks and months!This first lecture is focused on the balance of power in East Asia at the turn of the 20th century. Specifically, how did Japan (population 47M) defeat China (400M) and Russia (130M) to become Asia's dominant power?For me, the most interesting thing was that Japan's surprise attack on Port Arthur at the beginning of the Russo-Japanese War (1904) helps us understand why Japan might have thought Pearl Harbor would work.Watch on YouTube; listen on Apple Podcasts or Spotify.Sponsors* Google's Veo 3 helps us visualize the hypothetical scenarios that often come up during our interviews. Veo's ability to generate both video and audio—all with incredible realism—makes it perfect for bringing our content to life. If you have a Google AI Pro or Ultra plan, you can try it in Gemini today by visiting gemini.google.* Hudson River Trading is one of the world's top quantitative trading firms. Responsible for around 15% of all U.S. equities trading volume, HRT powers their trades with cutting-edge deep learning models. Their in-house AI team does fundamental ML research and then applies it to some of the most competitive markets in the world. If you're interested in joining them, you can learn more at hudsonrivertrading.com/dwarkesh.To sponsor a future episode, visit dwarkesh.com/advertise.Timestamps(00:00:00) – Japan's Meiji reforms(00:14:44) – Trans-Siberian railway & Japan's 3-year window for empire(00:29:58) – The most important battle in the Russo-Japanese war(00:48:38) – China's implosion: imperialism, civil wars, and opium(00:59:31) – Was Russia on track to dominate Asia?(01:14:20) – Pearl Harbor (1941) vs surprise attack of Port Arthur (1904)(01:34:03) – Why big countries still lose wars(01:46:56) – Grand strategy for small countries Get full access to Dwarkesh Podcast at www.dwarkesh.com/subscribe

Story at-a-glance Vitamin D deficiency is widespread, especially in northern regions with limited sunlight. At Vibra Hospital in North Dakota, 44% of patients had dangerously low levels below 20 nanograms per milliliter (ng/mL) To correct vitamin D deficiency, Vibra Hospital implemented a structured vitamin D protocol that significantly improved patient recovery, reduced complications, and supported better overall outcomes Maintaining vitamin D levels between 60 and 80 ng/mL supports immune function, cardiovascular health, cognitive performance, hormone balance, and blood sugar regulation, as well as lowers risk of certain cancers Sun exposure is the most natural vitamin D source. Make sure to detox vegetable oils from your diet before spending time under peak sunlight hours, as they increase your risk of sunburn and skin damage If you need to take vitamin D3, start by testing your blood levels to find the right dose. Take it with a meal rich in healthy fats, and balance with magnesium and vitamin K2 to help your body absorb and use it properly

Ben Lerner was a fan of tech growing up, along side being into math and science. Right out of school, he joined a startup called Data Nitro, which attempted to integrate python into excel. Ever since then, he has been jamming in the tech and startup world. Outside of tech, he married to a computational biologist. He enjoys padel, which is kind of like Pickleball meets Tennis, and of course ping pong. Though, with his full time job as a CEO, he often finds his hobby is going home to write code.Ben realized that LLMs are really good at understanding code, leaps and bounds better than prior ML models. While he was at Google, he was also digging into how to apply LLMs to coding in general. Applying both of these things, he and his co-founders are seeing where this can be applied to the real world, starting with Snowflake compute.This is the creation story of Espresso AI.SponsorsPaddle.comSema SoftwarePropelAuthPostmanMeilisearchMailtrap.TECH Domains (https://get.tech/codestory)Linkshttps://espresso.ai/https://www.linkedin.com/in/espressoben/Support this podcast at — https://redcircle.com/code-story/donationsAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacy

Join the Free Discord + View Our Podcast Record⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠https://discord.gg/ZkzcH3mwHS⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ YouTube: @PlayMeorFadeMePodcast X: @MrActionJunkie1 Podcast Card: Tony Finau/Sam Burns/Rickie Fowler to MAKE cut parlay (+152) Frankie Capan III to MAKE cut (+210) Erik Van Rooyen to MAKE cut (-150) Tom Hoge to MAKE cut (-165) Las Vegas 1H -1 at Indiana (-105) Cleveland ML vs. Baltimore (-116) Toronto/Detroit NRFI (-115) San Diego/St. Louis First 5 Under 4.5 (-118) Houston ML vs. Athletics (-120) LA Angels First 5 ML vs. Seattle (-125) #BettorEdge Partner BettorEdge Promo Code: PLAYME Signup Link: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠bettoredge.com⁠ #UDPartner Underdog Promo Code: PLAYME Signup Link: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://play.underdogfantasy.com/p-play-me-or-fade-me⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Learn more about your ad choices. Visit megaphone.fm/adchoices

It can take more than 15 years to permit and build a new mine in the United States - yet nearly every modern technology we rely on, from smartphones to fighter jets to AI data centers, depends on a steady supply of critical minerals.In this episode, Erik Torenberg is joined in the studio by Turner Caldwell, founder of Mariana Minerals, along with American Dynamism general partner Erin Price-Wright and partner Ryan McEntush.Turner spent nearly a decade at Tesla, working his way upstream from factory design to battery materials and mining. Now, he's building a new kind of mining and refining company - vertically integrated and software-first- designed to meet the demands of our industrial future.We get into why the industry is so broken, what it actually takes to turn rocks into usable materials, and how the U.S. can rebuild its capacity to mine, refine, and manufacture the things that matter most. Timecodes: 00:00 Introduction to Critical Minerals00:45 The Importance of Mining in Modern Technology00:58 Meet Turner Caldwell and Marianna Minerals03:02 The Mining and Refining Process05:10 Challenges in the Mining Industry07:11 Turner's Journey from Tesla to Marianna15:31 The Role of AI and ML in Mining22:00 Geopolitical and Talent Pool Dynamics23:46 Challenges in Junior Mining Exploration25:30 Mariana's Product and Approach25:47 Leveraging Technology in Mining and Construction28:29 Optimizing Refining Processes with AI37:31 The Importance of Critical Minerals41:18 Permitting and Regulatory Challenges46:08 Future Strategies and International Expansion46:53 Conclusion and Future Outlook Resources: Find Turner on X :https://x.com/tbc415Find Erin on X: https://x.com/espricewrightFind Ryan on X: https://x.com/rmcentush Stay Updated: Let us know what you think: https://ratethispodcast.com/a16zFind a16z on Twitter: https://twitter.com/a16zFind a16z on LinkedIn: https://www.linkedin.com/company/a16zSubscribe on your favorite podcast app: https://a16z.simplecast.com/Follow our host: https://x.com/eriktorenbergPlease note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.

Munaf Manji and Griffin Warner break down MLB betting for Tuesday. ⚾ Umpiring Chaos: Griffin and Munaf detail egregious officiating, including Juan Soto's walk on miscalled pitches and Felix Bautista's bad call with bases loaded.

Munaf Manji and Griffin Warner break down MLB betting for Tuesday. ⚾ Umpiring Chaos: Griffin and Munaf detail egregious officiating, including Juan Soto's walk on miscalled pitches and Felix Bautista's bad call with bases loaded.

In this episode, Dave and Jamison answer these questions: I was on a meeting with a team generally regarded to be pretty annoying to deal with and not particularly useful. The meeting was pretty annoying and not particularly useful. I audibly said to myself after leaving “holy crap what a waste of time.” Turns out I hadn't left and may not have been muted (?) but I'm really not sure. I left immediately without checking due to cringe overload, so I have no way of knowing. How do I even go about this? I have to meet with this team regularly. My spirit has left my body, this question was typed by the husk that remained. I am almost 2 years into my software development career. A few months ago, I was moved to a team where I was the only frontend developer. My team responsible for maintaining a large, legacy angular project and building a new internal in React tool to support the ML engineers at our organization. Our organization hired some contractors to help with building the new tool, all of which have the same or less dev experience as me. Our project manager is not engaged in our project. He is on multiple teams. I have to communicate with our customer, gather requirements, create user stories, and QA the contractors' work. This is not the type of work I am particularly good at or enjoy. This is on top of me being the de-facto frontend tech lead. I am STRUGGLING to keep up. I can only do a little bit of work on our project each iteration and doing required maintenance of the legacy application has become very difficult to do because of how little attention I am able to give it. I don't want to do all the other stuff, I just want to write code. What should I do?

In this episode of History 102, 'WhatIfAltHist' creator Rudyard Lynch and co-host Austin Padgett examine how sexual dynamics between men and women have shaped civilizations, arguing that modern society's departure from archetypal gender roles threatens societal stability. --

Details Here: https://fintechconfidential-newsletter.beehiiv.com/p/web3-june-2025-recapHost Tedd Huff the CEO of Voalyre teams up with confidential informant, Robert Musiala , partner at Baker Hostetler's Web3 team and author of the Blockchain Monitor blog, to break down June 2025's seismic shifts in cryptocurrency markets and blockchain technology. This episode covers Circle's spectacular $1.1 billion IPO success, the Senate's bipartisan GENIUS Act passage, and nearly $6 billion flowing into crypto ETFs.The conversation explores how regulatory clarity is accelerating institutional adoption while $2.1 billion in security losses highlights ongoing challenges. Robert shares legal insights on Ethereum's Pectra upgrade, ZKSync's technical breakthroughs, and how global coordination through EU MiCA, Singapore policies, and Hong Kong frameworks creates unprecedented opportunities for compliant builders positioning for mainstream Web3 adoption.Takeaways1️⃣ Track 98.7% scam rate: avoid pump.fun marketplace tokens since research shows nearly every token exhibits pump and dump characteristics.2️⃣ Leverage ultra high net worth security: implement specialized protection strategies beyond standard measures, including estate planning for crypto assets.3️⃣ Deploy Ethereum staking now: take advantage of validator limit increase from 32 ETH to 2,048 ETH per validator for profitable institutional models.4️⃣ Monitor NFT legal precedents: watch court-approved NFT service processes in your jurisdiction for recovering stolen funds and serving papers.5️⃣ Build surgical compliance framework: prepare for targeted regulatory actions rather than broad enforcement sweeps with flexible systems.LinksGuestRobert Musiala• LinkedIn: https://www.linkedin.com/in/robert-musiala/• Baker Hostetler: https://www.bakerlaw.com/people/robert-musiala• Blockchain Monitor: https://www.blockchainmonitor.com/CompanyBaker Hostetler• Website: https://www.bakerlaw.com/• Web3 & Digital Assets Team: https://www.bakerlaw.com/practices/web3-digital-assets• Legal Resources: https://www.bakerlaw.com/insightsFintech Confidential• Youtube: https://youtube.com/@fintechconfidential• Podcast: https://fintechconfidential.com/listen• Newsletter: https://fintechconfidential.com/access• LinkedIn: https://www.linkedin.com/company/fintechconfidential• X: https://x.com/FTconfidential• Instagram: https://www.instagram.com/fintechconfidential• Facebook: https://www.facebook.com/fintechconfidentialSupportersDfns - Wallets as a service that's API first, multi-chain by design and secured within MPC with no single point of failure for launching across over 50 blockchains - fintechconfidential.com/dnfsSkyFlow - Zero trust data privacy vault delivered as an API that lets you collect, secure, and tokenize personal information like card data and payment details - skyflowsecure.comUnder.io - Streamlines application and underwriting process by digitizing PDFs effortlessly for upload and digital signature - under.io/FTCHawk - AI tools for real-time payment screening, ML transaction monitoring, and dynamic customer risk rating to fight fraud and financial crime - gethawkai.com

Join the Free Discord + View Our Podcast Record⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠https://discord.gg/ZkzcH3mwHS⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Podcast Card: Jon Rahm Top 20 w/ties (-140) Bryson DeChambeau Top 30 w/ties (-120) Xander Schauffle Top 20 w/ties (-175) Fairmont Park Race 5 - #7 Special Dispatch WP Dustin Poirier ML vs. Max Holloway (+120) Rockets +4 vs. Timberwolves (-110) Houston +1.5 at Seattle (-192) Houston/Seattle Over 7.5 (-120) San Francisco/Toronto NRFI (-130) LA Angels/Philadelphia First 5 Under 4.5 (+108) Chicago White Sox First 5 ML at Pittsburgh (+100) Detroit First 5 ML at Texas (-112) Minnesota -1.5 at Colorado (-125) #UDPartner Underdog Promo Code: PLAYME Signup Link: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://play.underdogfantasy.com/p-play-me-or-fade-me⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Learn more about your ad choices. Visit megaphone.fm/adchoices

Chris Chavez and Mac Fleet are back on the podcast to break down everything you need to know about marathon world record holder Ruth Chepngetich's provisional suspension by the Athletics Integrity Unit after her positive test for Hydrochlorothiazide on March 14th.Hydrochlorothiazide can be used to mask the presence of banned drugs. The AIU notes she had an estimated concentration of 3800 ng/mL in urine.The positive test was reported to the AIU on April 3rd. She was notified and interviewed in person by the AIU in Kenya on April 16th. Chepngetich withdrew from this year's London Marathon on April 18th and stated she was not in the right condition, both mentally and physically, to compete.Chepngetich has the right to have the case heard before a Disciplinary Tribunal.Last year, Chepngetich shattered the women's marathon world record in 2:09:56 at the Chicago Marathon.Mentioned in this episode…Read: Marathon World Record Holder Ruth Chepngetich Provisionally Suspended After Testing Positive For HydrochlorothiazideHosts: Chris Chavez | ⁠@chris_j_chavez on Instagram + Mac Fleet | @macfleet on InstagramProduced by: Jasmine Fehr | @jasminefehr on InstagramSUPPORT OUR SPONSORSOLIPOP: Olipop is a prebiotic soda that tastes like a throwback to your favorite childhood drinks, but it's loaded with benefits that your body will thank you for. Each can has 2-5g of sugar, 6-9g of fiber, and a science-backed formula designed to help you support your digestive health. They've got plenty of flavor options like Classic Root Beer, Crisp Apple, Grape, Cream Soda and wild hits like Peaches and Cream. You can grab Olipop at Target, Whole Foods, and Walmart or you can go to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠DrinkOlipop.com and use promo code CITIUS25 at checkout for 25% off all of your orders⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.PILLAR PERFORMANCE: We all know that sleep is where the magic happens. That's when your body is rebuilding – but getting into those deeper stages of sleep is what makes the difference between just going to bed and actually recovering. Just mix in a scoop of water about 30 to 60 minutes before bedtime. It's simple, it's clean, it's vegan, and NSF certified. If you're someone who takes their training and recovery seriously, this is something worth trying. Head to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠pillarperformance.shop⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠, or if you're in North America, go to ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠thefeed.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ and use code CITIUS for 15% off your first purchase.VELOUS: Recover smarter with VELOUS' new active adjustable slide! Tired feet? VELOUS has you covered. VELOUS just launched the NEW Active Adjustable Slide, designed to take your recovery to the next level. With a perfectly contoured midsole, these slides maximize cushioning and support to help ease tired feet and legs. Run. Recover. Repeat with VELOUS. ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Check out the entire collection and enjoy 20% off your purchase by entering code CITIUSMAG20 at checkout!

Story at-a-glance Research reveals vitamin D deficiency damages blood vessel health, impairing their ability to relax and significantly contributing to erectile dysfunction and broader vascular problems Optimal vitamin D levels (60 to 80 ng/mL) are essential for sexual function, as low levels reduce nitric oxide availability and weaken response to erectile dysfunction medications like Viagra Vitamin D activates protective proteins that shield blood vessels from oxidative damage, while deficiency allows harmful superoxide molecules to build up and attack vascular tissue Direct sunlight exposure is the best natural source of vitamin D, but supplementation with D3 is often necessary during winter months or for those with limited sun exposure For maximum effectiveness, vitamin D supplementation should be paired with magnesium and vitamin K2, which help activate and direct vitamin D to where it's needed most

Colab is cozy. But production won't fit on a single GPU. Zach Mueller leads Accelerate at Hugging Face and spends his days helping people go from solo scripts to scalable systems. In this episode, he joins me to demystify distributed training and inference — not just for research labs, but for any ML engineer trying to ship real software. We talk through: • From Colab to clusters: why scaling isn't just about training massive models, but serving agents, handling load, and speeding up iteration • Zero-to-two GPUs: how to get started without Kubernetes, Slurm, or a PhD in networking • Scaling tradeoffs: when to care about interconnects, which infra bottlenecks actually matter, and how to avoid chasing performance ghosts • The GPU middle class: strategies for training and serving on a shoestring, with just a few cards or modest credits • Local experiments, global impact: why learning distributed systems—even just a little—can set you apart as an engineer If you've ever stared at a Hugging Face training script and wondered how to run it on something more than your laptop: this one's for you. LINKS Zach on LinkedIn (https://www.linkedin.com/in/zachary-mueller-135257118/) Hugo's blog post on Stop Buliding AI Agents (https://www.linkedin.com/posts/hugo-bowne-anderson-045939a5_yesterday-i-posted-about-stop-building-ai-activity-7346942036752613376-b8-t/) Upcoming Events on Luma (https://lu.ma/calendar/cal-8ImWFDQ3IEIxNWk) Hugo's recent newsletter about upcoming events and more! (https://hugobowne.substack.com/p/stop-building-agents)

July 18, 2025 ~ Dr. Dave Schippers, vice president and chief academic officer at Walsh College, talks with Kevin and Lloyd about the college launching a Bachelor of Science in Information Technology with and AI and ML concentration, one of the first in Michigan.

Show notes at pharmacyjoe.com/episode1044. In this episode, I'll discuss converting inpatients from insulin glargine 300 units/mL to insulin detemir 100 units/mL without causing hypoglycemia. The post 1044: Converting inpatients from insulin glargine 300 units/mL to insulin detemir 100 units/mL without causing hypoglycemia appeared first on Pharmacy Joe.

In this episode, we explore the intersection of ovarian health, menopause, and AI technology with Kiran, the founder of TimelessBioTech. The conversation delves into the importance of ovarian longevity for women's health, the predictive tools being developed to forecast menopause timing, and the various interventions that can support ovarian health. Kiran shares insights on hormonal balance, the role of lifestyle factors, and the future of personalized health strategies for women. The discussion emphasizes the need for targeted solutions and the potential for AI to revolutionize women's health care.Timeless Biotech WebsiteKiran's email for investors, clinics, and companies looking to invest in or work with Timeless: Kiiran@timelessbiotech.comThis episode is brought to you by OneSkin, the longevity scientists behind the first topical peptide scientifically proven to reverse skin aging—now bringing their expertise to your scalp. If you care about aging well, you can't ignore your hair. The health of your scalp directly impacts the strength, thickness, and lifespan of every strand. That's why OneSkin created their new OS-01 HAIR, the first scalp serum powered by a longevity peptide designed to optimize follicle health, balance the scalp, and extend the healthspan of your hair follicles. In their clinical study, OS-01 HAIR showed significant improvements in hair density, thickness, and overall scalp health—all by targeting follicle aging at the root. I've been using it myself and I'm genuinely impressed. It's lightweight, fragrance-free, and backed by science—not fluff. If you're serious about keeping your hair vibrant and resilient as you age, I highly recommend giving OneSkin's OS-01 HAIR a try. Head to oneskin.co/KAYLA  for 15% off your order. About KiranKiran Kumar is the Founder & CEO of Timeless Biotech, an early-stage ovarian longevity company that has prototyped the first-ever time-to-menopause predictor and ovarian age clock. Kiran is a Biotechnology Bioengineer from UC San Diego, and has contributed to research in ML-powered diagnostics.Kiran has worked in numerous longevity and wellness startups such as FOXO Technologies, OneSkin, and Timeline where she authored. research-backed contentKiran's work sits at the intersection of Physiology, AI, and Longevity.Chapters00:00 Introduction to Ovarian Longevity and AI Solutions02:44 The Importance of Ovarian Health in Longevity05:38 Understanding Menopause and Ovarian Aging08:48 Predictive Tools for Menopause Timing11:32 Interventions for Ovarian Longevity14:31 The Role of Hormones in Ovarian Health17:25 Innovative Approaches to Hormonal Balance20:14 The Future of Ovarian Health Technologies22:58 Personalized Health Strategies for Women25:31 Conclusion and Future Directions

Story at-a-glance Vitamin D deficiency is strongly linked to nonalcoholic fatty liver disease (NAFLD), a growing metabolic disorder that often develops silently until serious damage occurs Research shows vitamin D controls liver function at the genetic level, activating fat-burning genes while suppressing fat storage, making it key for preventing and reversing liver damage Vitamin D supplementation in studies significantly decreased liver fat, reduced inflammation and restored proper mitochondrial structure and function, especially in older subjects Other essential nutrients for liver health include vitamins E, B12 and folate, which work together to regulate fat metabolism, reduce inflammation and support detoxification Practical solutions include eliminating vegetable oils, which are high in linoleic acid, strategic sun exposure, testing your vitamin D levels (aiming for 60 to 80 ng/mL) and combining vitamin D3 with magnesium and K2 when supplementing

It's been 50 years since Jimmy Hoffa disappeared, and mob expert Scott Burnstein tells ML, Marc and Shawn he knows […]

Jacob Visovatti and Conner Goodrum of Deepgram speak with host Kanchan Shringi about testing ML models for enterprise use and why it's critical for product reliability and quality. They discuss the challenges of testing machine learning models in enterprise environments, especially in foundational AI contexts. The conversation particularly highlights the differences in testing needs between companies that build ML models from scratch and those that rely on existing infrastructure. Jacob and Conner describe how testing is more complex in ML systems due to unstructured inputs, varied data distribution, and real-time use cases, in contrast to traditional software testing frameworks such as the testing pyramid. To address the difficulty of ensuring LLM quality, they advocate for iterative feedback loops, robust observability, and production-like testing environments. Both guests underscore that testing and quality assurance are interdisciplinary efforts that involve data scientists, ML engineers, software engineers, and product managers. Finally, this episode touches on the importance of synthetic data generation, fuzz testing, automated retraining pipelines, and responsible model deployment—especially when handling sensitive or regulated enterprise data. Brought to you by IEEE Computer Society and IEEE Software magazine.

Is generative AI just another tool in the belt, or is it a fundamental transformation of the developer profession? We kick off a two-part special to get to the bottom of how AI is impacting the enterprise. SADA's Associate CTO of AI & ML, Simon Margolis, sits down with Ameer Abbas, Senior Product Manager at Google Cloud, for an insider's look at the future of software development. They cut through the noise to discuss how tools like Gemini Code Assist are moving beyond simple code completion to augment the entire software delivery lifecycle, solving real-world challenges and changing the way we think about productivity, quality, and automation. In this episode, you'll learn: What Gemini Code Assist is and the broad range of developer personas it serves. The critical debate: Is AI augmenting developer skills or automating their jobs? How to leverage AI for practical enterprise challenges like application modernization, improving test coverage, and tackling technical debt. Why the focus is shifting from developer productivity to overall software delivery performance. Ameer's perspective on the future of development careers and why students should lean into AI, not fear it. The limitations of "vibe coding" and the need for intentional, high-quality AI prompting in a corporate environment.   Join us for more content by liking, sharing, and subscribing!

Drones are doing a lot more than flying packages. They're quietly transforming how warehouses operate behind the scenes. In this episode of Freight Friends, Grace Sharkey and Blythe explore how drones are being used in logistics operations both inside and outside the warehouse, what the second half of 2025 might look like for freight, and the freight businesses and marketing tactics that have their attention. The episode wraps with a few source-to-porch stories that highlight what really moves this industry. Key takeaways: Indoor drones are helping warehouses reduce injuries and boost productivity without major infrastructure changes The second half of 2025 may bring more rate instability and seasonal chaos, especially for Q4 retail Some of the most effective freight marketing right now is low-budget and high-authenticity Source-to-porch visibility is improving, but expectations and execution still pose challengesLINKS:Grace's LinktreeGrace's work at OrderfulImportYetiDexaDroneGaetano DiNardi on SEO Triumph & Loadpay's Mike Rowe commercial Screwworm in cows Mustard historyThe Dupe Economy: Why Today's Consumers Are Smarter Than EverInside the Shadowy, Lucrative Business of ‘Superfake' Luxury HandbagsWATCH THE FULL EPISODE HEREFeedback? Ideas for a future episode? Shoot us a text here to let us know. -----------------------------------------THANK YOU TO OUR SPONSORS! Are you experienced in freight sales or already an independent freight agent? Listen to our Freight Agent Trenches interviews powered by SPI Logistics to hear from the company's agents on how they took the entrepreneurial leap. Shipium is the ML-powered shipping platform built by the executives that created Amazon's supply chain technology. They help 3PL & retail leaders like Stord, Ryder, and Saks Off 5th to reduce shipping costs by an average of 12% while improving on-time delivery. CargoRex is the logistics industry's go-to search platform—connecting you with the right tools, services, events, and creators to explore, discover, and evolve. Digital Dispatch manages and maximizes your #1 sales tool with a website that establishes trust and builds rock-solid relationships with your leads and customers.

C2 systems litter headquarters – some have coalesced into a single machine, others spread across various apps, platforms, and systems. It's a growing market place and one that can genuinely bamboozle with all the unmoderated lingo that goes with it. Claims that AI, ML, edge, and clould are scattered with wild abandon but lack some of the detail that HQ staff and commanders actually need. And there is something about contemporary combat and warfare here too. The need to rapidly scale access to systems in Ukraine could be equally matched by lessons from Sudan, Yemen or Kashmir. HADR missions work better with C2 systems that have this ability to size up swiftly – as well as working cross multiple domains, actors and security classifications; the requirement to meet the need of NGOs and multiple coalition partners (civil as well as military) is a demand matched in its complexity only by the demands for data and analytics from every level. To give us some truth rather than wild claims and rhetoric about C2 systems, I asked the show's sponsor – Systematic – for a brief. Step forward Global VP for BD, Andrew Graham and his team: data scientists and military veterans from around the world, all with a distinct passion for C2.

In this episode of History 102, 'WhatIfAltHist' creator Rudyard Lynch and co-host Austin Padgett analyze the Crusades through civilizational patterns, exploring the clash between ascending Western Europe and declining Islamic civilization during medieval power transitions. --

The FiltrateJoel Topf Bluesky: @kidneyboy.bsky.social‬Jordy Cohen Bluesky: @jordybc.bsky.social‬Swapnil Hiremath Bluesky: @hswapnil.medsky.social‬Special Guest Edouard “call me Ed” Fu Assistant Professor and Medical Student, and second author of his second paper covered on NephJC. LinkedIn | Leiden University Medical CenterEditing bySimon Topf and Sophia AmbrusoThe Kidney Connection written and performed by by Tim YauShow NotesEd's first paper on NephJC: Timing of dialysis initiation to reduce mortality and cardiovascular events in advanced chronic kidney disease: nationwide cohort study (NephJC | BMJ)Phenformin Wikipedia | Boca Raton NewsThe metformin black box (as part of the FDA Label)WARNING: LACTIC ACIDOSISPostmarketing cases of metformin-associated lactic acidosis have resulted in death, hypothermia, hypotension, and resistant bradyarrhythmias. The onset of metforminassociated lactic acidosis is often subtle, accompanied only by nonspecific symptoms such as malaise, myalgias, respiratory distress, somnolence, and abdominal pain. Metforminassociated lactic acidosis was characterized by elevated blood lactate levels (>5 mmol/Liter), anion gap acidosis (without evidence of ketonuria or ketonemia), an increased lactate/pyruvate ratio; and metformin plasma levels generally >5 mcg/mL (see PRECAUTIONS).Risk factors for metformin-associated lactic acidosis include renal impairment, concomitant use of certain drugs (e.g. carbonic anhydrase inhibitors such as topiramate), age 65 years old or greater, having a radiological study with contrast, surgery and other procedures, hypoxic states (e.g., acute congestive heart failure), excessive alcohol intake, and hepatic impairment.Steps to reduce the risk of and manage metformin-associated lactic acidosis in these high risk groups are provided (see DOSAGE AND ADMINISTRATION, CONTRAINDICATIONS, and PRECAUTIONS).If metformin-associated lactic acidosis is suspected, immediately discontinue metformin and institute general supportive measures in a hospital setting. Prompt hemodialysis is recommended (see PRECAUTIONS).Target Trial Emulation A Framework for Causal Inference From Observational Data. Miguel A. Hernán, MD, DrPH; Wei Wang, PhD; David E. Leaf, MD JAMA 2022Stopping Versus Continuing Metformin in Patients With Advanced CKD: A Nationwide Scottish Target Trial Emulation Study (NephJC | PubMed)Toxicokinetics of Metformin During Hemodialysis (KI Reports)Metformin in People With Diabetes and Advanced CKD: Should We Dare? Editorial that ran in AJKD along side the Lambourg manuscript (AJKD)Immortal Time Bias in Cohort Studies of Kidney Transplant Recipients (Kim SJ Amer J Trans 2010)Ed's Target trial review in JASN which Jordy mentioned and includes an explanation of the obesity paradox by depletion of the susceptibles. (Fu JASN 2023)Ed's Grand Rounds at Ottawa on YouTube. Very good.Response by Cohen et al to Letter Regarding Article, “Association of Inpatient Use of Angiotensin-Converting Enzyme Inhibitors and Angiotensin II Receptor Blockers With Mortality Among Patients With Hypertension Hospitalized With COVID-19” by Jordy and the crew Circ Res 2000Review article on the issue: Evaluating sources of bias in observational studies of angiotensin-converting enzyme inhibitor/angiotensin II receptor blocker use during COVID-19: beyond confounding Jordy and a different crew J Hyperten 2021Figure S5: Weighted cumulative incidence curves for MACE, by treatment strategyThe S4 image that Swap lovedTubular SecretionsJordy Andor Season 2 on Disney+ (Wikipedia)Swapnil Murderbot on Apple TV+ (Wikipedia)Eduoard: New house and grant Grant Grant (Wikipedia)Joel Topf Three Body Problem Audio book (Audible)

00:00-15:00: 93Q's Rick Roberts joins the show to chat career, how it all began, his love for radio, old work times with ML, what's next for the industry, behind the curtain as program director and more.

Ryan Ermanni's new gig keeps him from a Fox 2 reunion with ML, so the newsman is forced to grab […]

*Disclaimer: The audio quality in this episode is unfortunately below our standards but we felt that the content was too valuable not to share it* In episode 215, host Galit Friedlander and guest Stephanie Scull (dancer for Pharrell, Usher, America's Got Talent and founder of her own successful styling/costuming brand) get into the real-talk intersection of dance, identity, and personal style. Stephanie shares how her path took her from competitive dance and the fashion world to working major jobs in LA and what made her say yes to pivoting towards her own business. From audition looks to headshot rules to what “comfortable” really means when you're getting dressed for a career-defining moment, this one is full of practical gems and big-picture energy. We talk about boundaries, burnout, why dancers often forget their power, and how to use clothes to show the world who you are, before you even move. Follow Galit: Instagram - https://www.instagram.com/gogalit Website - https://www.gogalit.com/ Fit From Home - https://galit-s-school-0397.thinkific.com/courses/fit-from-home You can connect with Stephanie Scull on Instagram at https://www.instagram.com/scullysculls/. Stephanie's website is https://www.scullystyles.com. Listen to DanceSpeak on Apple Podcasts and Spotify.