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Practical AI

Practical AI LLC

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Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more). The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the lates ...
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On The Drive

Cindy Lawrence

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"On the Drive" is a podcast hosted by Cindy Lawrence, the driving force behind At Your Service- Drive. It caters to both automotive professionals and enthusiasts, offering engaging segments featuring tribal knowledge, entertaining stories, inspiring success narratives, game-changing best practices, and special spotlights on women in the industry. The podcast promises to be an immersive experience, blending entertainment and education to keep listeners hooked on the high-revving and heart-pou ...
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The Gnomes Are Alive

Gabel Strickland & Fuschia Faulding Steward

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Dedicated reporter Jenna Torres and her wacky sidekick Tobias Murton investigate Lavaster Labs, a network of mysterious masterminds whose "strictly scientific" operations are affecting their town in unusual ways - like garden gnomes coming to life! Interview by interview, they uncover unfolding romances, unearthly substances, revenge plots, and ultimately, Lavaster Labs' true mission. Will Jenna and Tobias be able to stop them before it's too late? https://tinyurl.com/TheGnomesAreAlive
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Pacific Beer Chat

Pacific Beer Chat

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A group of like minded beer bloggers have come together to bring British Columbia (and anyone else that wants to listen or watch) a podcast. We cover the issues, events and beers that excite us and we hope to inform you and keep you entertained!
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Loïc Houssier, Head of Engineering at Superhuman, joins us to discuss how AI and LLMs are reshaping the email experience. He highlights challenges related to the variability of user prompts and infrastructure optimization. Loïc emphasizes that a deep focus on user experience and real human workflows is key to building AI tools people actually love …
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In another powerful episode of On The Drive with Cindy Lawrence, we’re hitting the gas on one of the most vital—and often overlooked—factors in dealership success: culture. Joining Cindy is the inspiring Amy Davis, founder of Rise Above Life Coach, as they dig deep into what it really means to build and sustain a high-performance team environment. …
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In this high-octane episode, Cindy Lawrence reunites with her longtime mentor, industry icon, Steve Shaw. What starts as a nostalgic ride down memory lane turns into a masterclass on the "Pass or Fail" philosophy—Steve’s game-changing approach to customer communication, sales integrity, and turning gray areas into green lights. From overcoming obje…
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In this episode, Daniel and Chris unpack the Model Context Protocol (MCP), a rising standard for enabling agentic AI interactions with external systems, APIs, and data sources. They explore how MCP supports interoperability, community contributions, and a rapidly developing ecosystem of AI integrations. The conversation also highlights some real-wo…
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This week, inspired by a powerful group discussion assembled by Dave Foy, I took to the microphone to reflect on my journey in the automotive industry. While I’ve been fortunate to work alongside supportive leaders who mentored and shaped my career, not every experience has been smooth. In this episode, I share a few memorable stories of moments wh…
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In this episode, we explore the intersection of AI, machine learning, and healthcare through the lens of neuroimaging and epilepsy diagnosis. Dr. Gavin Winston shares insights from his work using MRI data and machine learning to uncover subtle abnormalities in brain function. We discuss the cultural and ethical barriers to AI adoption in medicine, …
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Vibe coding, agentic workflows, and AI-assisted pull requests? In this episode, Daniel and Chris chat with Robert Brennan and Graham Neubig of All Hands AI about how AI is transforming software development—from senior engineer productivity to open source agents that address GitHub issues. They dive into trust, tooling, collaboration, and what it me…
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In this episode, Daniel sits down with Pavel Veller, EPAM’s Chief Technologist, to explore the practical challenges of orchestrating many AI agents and managing connections to disparate systems/tools. Pavel shares insights from his hands-on work with agentic architectures and internal tools like "DIAL". Pavel also helps us understand things like MC…
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In this high-energy episode, Cindy reconnects with longtime friend and industry force Katy Wolda—a woman who went from selling sunglasses at a car wash to dominating the sales floor in a male-driven industry. Katy breaks down what it really takes to succeed in automotive and beyond. Whether you're performing your craft, prospecting for the next opp…
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How do you enable AI acceleration (at both the hardware and software layers) that stays ahead of rapid industry shifts? In this episode, Dhananjay Singh from Groq dives into the evolving landscape of AI inference and acceleration. We explore how Groq optimizes the serving layer, adapts to industry shifts, and supports emerging model architectures. …
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This one’s a shoutout, a call to action, a desperate plea—whatever you want to call it—I need a guest! Someone who’s lived the wild, weird, and wonderful life on the service drive. If you’ve ever been a service advisor, manager, parts guru, collision tech, or anyone who’s survived a dealership with your sanity mostly intact… I’m talkin’ to you. Pod…
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Kyle Daigle, COO of GitHub, joins the hosts to discuss the evolving role of AI in software development, GitHub Copilot’s impact, and the challenges of AI-assisted coding. The conversation covers licensing concerns, ethical considerations, and how developers can navigate these complexities. Kyle also shares his vision for ambient AI, which seamlessl…
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Reposting one of our favorite episodes of On The Drive! Cindy Lawrence and Producer Janine take a deep dive into the world of tire tread—why it matters for safety, your wallet, and lease agreements. Whether you're prepping for a lease turn-in or just want to stay safe on the road, this episode has all the expert insights you need. Tune in as we bre…
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We often judge AI models by leaderboard scores, but what if efficiency matters more? Kate Soule from IBM joins us to discuss how Granite AI is rethinking AI at the edge—breaking tasks into smaller, efficient components and co-designing models with hardware. She also shares why AI should prioritize efficiency frontiers over incremental benchmark gai…
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Welcome back to On The Drive with Cindy Lawrence — coming to you live from an airport tarmac in Denver, Colorado! In this candid, late-night episode, Cindy reflects on a week spent with Mercedes-Benz of Littleton and dives deep into something every driver will face but never expects: windshield replacements. From surprising high-demand windshield r…
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How can every single person build a personal AI protégé and then accumulate (and share) a host of other assistants? In this episode, we dive into the world of no-code AI with Scott Meyer from Chipp.ai. We discuss AI tooling for people that can't code, the cultural shift that needs to happen for widespread AI adoption in businesses, and the predicte…
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What happens when you blend leadership, resilience, and a touch of gratitude? You get a roadmap for success that drives both business and personal growth. In this dynamic conversation, Cindy Lawrence sits down with the remarkable Jeannie Rytelbach to discuss the power of trust, branding, and human connection in the high-stakes world of automotive. …
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In this episode of On The Drive, host Cindy Lawrence welcomes Erica Bruno from Recall Masters for an in-depth discussion on vehicle recalls and the vital role they play in consumer safety. With a family legacy rooted in the automotive industry, Erica shares her fascinating journey—from growing up surrounded by dealerships to becoming a leader in re…
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It seems like all we hear about are the great use cases for GenAI, but where should you NOT be using the technology? On this episode Chris and Daniel share their hot takes and bad use cases. Some may surprise you! Join the discussion Changelog++ members save 3 minutes on this episode because they made the ads disappear. Join today! Sponsors: Domo –…
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Ever wonder what it takes to turn a service department into a well-oiled machine? Meet Jordan Hughes, the powerhouse service manager at Dwayne Lane CDJR, who climbed the ranks from advisor to boss—and she’s here to share how she did it! In this episode of On The Drive, host Cindy Lawrence dives into Jordan’s leadership playbook, her dynamic partner…
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It seems like everyone is uses the term “agent” differently these days. In this episode, Chris and Daniel dig into the details of tool calling and its connection to agents. They help clarify how LLMs can “talk to” and “interact with” other systems like databases, APIs, web apps, etc. Along the way they share related learning resources. Join the dis…
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Ever wonder how a $3 bumper sticker could spark an unforgettable friendship? In this episode of On The Drive, Cindy Lawrence shares the heartwarming (and slightly nerve-wracking) story of Mrs. M, a devoted client who trusted Cindy with her beloved Mercedes—only to find herself caught in the middle of the ultimate Valentine’s Day surprise. From a sn…
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Too often, training in the automotive industry feels like a one-and-done event—information is shared, but nothing really changes. In this episode of On The Drive with Cindy Lawrence, we break down why "telling ain’t training" and what it really takes to make learning stick. Cindy sits down with Kyle Newsom, co-founder of Visperio, to explore the bi…
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There is crazy hype and a lot of confusion related to DeepSeek’s latest model DeepSeek R1. The products provided by DeepSeek (their version of a ChatGPT-like app) has exploded in popularity. However, ties to China have raised privacy and geopolitical concerns. In this episode, Chris and Daniel cut through the hype to talk about the model, privacy i…
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On The Drive with Cindy Lawrence presents an inspiring episode featuring Mindy Williams, Service Manager at CMA Colonial Subaru. From juggling the roles of wife and mother while pursuing her college degree to mastering the complexities of the automotive industry, Mindy exemplifies resilience and innovation. With a team that’s nearly overstaffed—a r…
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We seem to be experiencing a surge of video generation tools, models, and applications. However, video generation models generally struggle with some basic physics, like realistic walking motion. This leaves some generated videos lacking true motion with disappointing, simplistic panning camera views. Genmo is focused on the motion side of video ge…
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Join Cindy Lawrence and Cindy Sarver as they dive into the challenges of dealing with abandoned special-order parts, backorders, and discontinued items in the automotive world. It’s a chaotic landscape where the reasons you pay deposits on special orders become all too clear. In this episode, we explore how service and parts departments navigate th…
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Welcome to “Live and On the Drive,” where we explore the dynamic intersections of business, culture, and innovation. Today, we’re thrilled to have Beth from Carter Myers Automotive—an industry leader with 24 locations across three states, supporting 18 OEMs. Beth’s here to share CMA’s unique approach to recruiting the next generation of cultural an…
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Join Cindy Lawrence and Cindy Sarver with On The Drive as they dive into the fascinating world of dealership amenities. From bottled water branded with luxury logos to unexpected perks like in-house movie theaters and complimentar Buckle up as Cindy Lawrence and Cindy Sarver take you on a hilarious and eye-opening journey through the unexpected lux…
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Get ready to hit the gas on part two of our conversation with fan-favorite Brian Trigalet from Wynns! Hosts Cindy Lawrence and Ann Griffith dive into the game-changing world of Video Multipoint Inspections (MPI) and their impact on trust, transparency, and efficiency in the automotive industry. Join us as we explore the debate over who should talk …
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Daniel and Chris groove with Jeff Smith, Founder and CEO at CHRP.ai. Jeff describes how CHRP anonymously analyzes emotional wellness data, derived from employees’ music preferences, giving HR leaders actionable insights to improve productivity, retention, and overall morale. By monitoring key trends and identifying shifts in emotional health across…
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Join Cindy Lawrence, Ann Griffith, and special guest Brian Trigalet as they hit the road to Lakeland, Florida, for a riveting conversation on the evolution of vehicle inspections. From the days of scribbled notes on greasy paper to cutting-edge video updates sent straight to your phone, this episode dives deep into how transparency, trust, and tech…
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Today, Chris explores Shopify Magic and other AI offerings with Mike Tamir, Distinguished ML Engineer and Head of Machine Learning, and Matt Colyer, Director of Product Management for Sidekick. They talk about how Shopify uses generative AI and LLMs to enhance their products, and they take a deeper dive into Sidekick, a first-of-its-kind, AI-enable…
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Ever wondered how a simple tire replacement turns into a masterclass on performance vehicles? In this lively episode, Cindy Lawrence shares a relatable story about a friend’s mom who unknowingly entered the world of high-maintenance luxury cars. From pricey specialty tires to the quirks of lease agreements, Cindy dives into what it really means to …
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Kyutai, an open science research lab, made headlines over the summer when they released their real-time speech-to-speech AI assistant (beating OpenAI to market with their teased GPT-driven speech-to-speech functionality). Alex from Kyutai joins us in this episode to discuss the research lab, their recent Moshi models, and what might be coming next …
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Chris and Daniel dive into what Trump’s impending second term could mean for AI companies, model developers, and regulators, unpacking the potential shifts in policy and innovation. Next, they discuss the latest models, like Qwen, that blur the performance gap between open and closed systems. Finally, they explore new AI tools for meeting clones an…
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In this exciting episode of On The Drive, hosts Cindy Lawrence and Ann Griffith dive into their passion project, OnTheDriveSolutions.com—a groundbreaking platform designed to streamline the chaos of the automotive service industry. From humorous anecdotes about childhood dreams of being radio DJs to the lightbulb moments that sparked this innovativ…
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We are at GenAI saturation, so let’s talk about scikit-learn, a long time favorite for data scientists building classifiers, time series analyzers, dimensionality reducers, and more! Scikit-learn is deployed across industry and driving a significant portion of the “AI” that is actually in production. :probabl is a new kind of company that is stewar…
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Join Cindy Lawrence and her team on a fun and enlightening journey through the twists and turns of warranties! In this episode, we uncover the secrets behind factory warranties, extended coverage, and the often-misunderstood world of aftermarket plans. From unexpected challenges to laugh-out-loud anecdotes—like the time a squirrel turned an engine …
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It can be frustrating to get an AI application working amazingly well 80% of the time and failing miserably the other 20%. How can you close the gap and create something that you rely on? Chris and Daniel talk through this process, behavior testing, and the flow from prototype to production in this episode. They also talk a bit about the apparent s…
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Join Cindy Lawrence and her trusty sidekick Ann Griffith for a ride along the service drive like never before! In this playful yet informative episode of On The Drive, Cindy recruits Ann as a “new hire” and dives into the intricate world of service advising. From factory warranties to warranty goodwill, extended coverage, and even those secret 12-m…
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This week, Chris is joined by Gregory Richardson, Vice President and Global Advisory CISO at BlackBerry, and Ismael Valenzuela, Vice President of Threat Research & Intelligence at BlackBerry. They address how AI is changing the threat landscape, why human defenders remain a key part of our cyber defenses, and the explain the AI standoff between cyb…
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Step into On The Drive with Cindy Lawrence and her shotgun sidekick, Ann Griffith, as they unravel the secrets of the service lane, turning everyday car care into something relatable, informative, and downright fun! Ever wonder why a sidewall tire can’t just be patched or why some filters cost more? Cindy and Ann use clever analogies—from Band-Aids…
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Elham Tabassi, the Chief AI Advisor at the U.S. National Institute of Standards & Technology (NIST), joins Chris for an enlightening discussion about the path towards trustworthy AI. Together they explore NIST’s ‘AI Risk Management Framework’ (AI RMF) within the context of the White House’s ‘Executive Order on the Safe, Secure, and Trustworthy Deve…
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In this episode of "On The Drive," host Cindy Lawrence and her best friend and sidekick, Ann Griffith, share some of the funniest and most unbelievable stories from the service drive—you seriously can't make this stuff up! From customers accidentally crashing into the dealership to wild mix-ups and hilarious misunderstandings, they dive into the cr…
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We are on the other side of “big data” hype, but what is the future of analytics and how does AI fit in? Till and Adithya from MotherDuck join us to discuss why DuckDB is taking the analytics and AI world by storm. We dive into what makes DuckDB, a free, in-process SQL OLAP database management system, unique including its ability to execute lightin…
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In this exciting follow-up to last week’s episode, Solutions for Backordered, Discontinued, and Costly Suspension Parts, Cindy Lawrence and Ann Griffith are back with the masterminds behind Rebuilt Master Tech (RMT)! Dive into the incredible story of a family-owned business that has carved out a unique niche in the world of automotive repair, speci…
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Workflow orchestration has always been a pain for data scientists, but this is exacerbated in these AI hype days by agentic workflows executing arbitrary (not pre-defined) workflows with a variety of failure modes. Adam from Prefect joins us to talk through their open source Python library for orchestration and visibility into python-based pipeline…
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In this episode of On The Drive, host Cindy Lawrence, along with co-host Anne Griffith, dives deep into the world of automotive repair with special guests Nicole and Andy from Rebuild Master Tech (RMT). Discover how RMT is revolutionizing the automotive industry by offering remanufactured air suspension components, custom conversion kits, and hard-…
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As Argilla puts it: “Data quality is what makes or breaks AI.” However, what exactly does this mean and how can AI team probably collaborate with domain experts towards improved data quality? David Berenstein & Ben Burtenshaw, who are building Argilla & Distilabel at Hugging Face, join us to dig into these topics along with synthetic data generatio…
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