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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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Welcome to the LLMC (Line Lexington Mennonite Church) Sermon Series, where our missional discipling church brings you transformative messages connecting hearts with God's Word. Join us for insights that inspire, community that uplifts, and a journey of faith that binds us together.
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This week Daniel & Chris hang with repeat guest and good friend Demetrios Brinkmann of the MLOps Community. Together they review, debate, and poke fun at the 2024 Gartner Hype Cycle chart for Artificial Intelligence. You are invited to join them in this light-hearted fun conversation about the state of hype in artificial intelligence. Leave us a co…
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In the midst of the demos & discussion about OpenAI’s GPT-4o voice assistant, Kyutai swooped in to release the first real-time AI voice assistant model and a pretty slick demo (Moshi). Chris & Daniel discuss what this more open approach to a voice assistant might catalyze. They also discuss recent changes to Gartner’s ranking of GenAI on their hype…
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Daniel & Chris explore the advantages of vector databases with Roie Schwaber-Cohen of Pinecone. Roie starts with a very lucid explanation of why you need a vector database in your machine learning pipeline, and then goes on to discuss Pinecone’s vector database, designed to facilitate efficient storage, retrieval, and management of vector data. Lea…
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We’ve had representatives from Stanford’s Institute for Human-Centered Artificial Intelligence (HAI) on the show in the past, but we were super excited to talk through their 2024 AI Index Report after such a crazy year in AI! Nestor from HAI joins us in this episode to talk about some of the main takeaways including how AI makes workers more produc…
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Daniel & Chris engage in an impromptu discussion of the state of AI in the enterprise. Then they dive into the recent Apple Intelligence announcement to explore its implications. Finally, Daniel leads a deep dive into a new topic - Advanced RAG - covering everything you need to know to be practical & productive. Leave us a comment Changelog++ membe…
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Daniel & Chris sit down with Denis Yarats, Co-founder & CTO at Perplexity, to discuss Perplexity’s sophisticated AI-driven answer engine. Denis outlines some of the deficiencies in search engines, and how Perplexity’s approach to information retrieval improves on traditional search engine systems, with a focus on accuracy and validation of the info…
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We’ve all heard about breaches of privacy and leaks of private health information (PHI). For healthcare providers and those storing this data, knowing where all the sensitive data is stored is non-trivial. Ramin, from Tausight, joins us to discuss how they have deploy edge AI models to help company search through billions of records for PHI. Leave …
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We’ve seen a rise in interest recently and a number of major announcements related to local LLMs and AI PCs. NVIDIA, Apple, and Intel are getting into this along with models like the Phi family from Microsoft. In this episode, we dig into local AI tooling, frameworks, and optimizations to help you navigate this AI niche, and we talk about how this …
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At the age of 72, U.S. Representative Don Beyer of Virginia enrolled at GMU to pursue a Master’s degree in C.S. with a concentration in Machine Learning. Rep. Beyer is Vice Chair of the bipartisan Artificial Intelligence Caucus & Vice Chair of the NDC’s AI Working Group. He is the author of the AI Foundation Model Transparency Act & a lead cosponso…
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Daniel & Chris share their first impressions of OpenAI’s newest LLM: GPT-4o and Daniel tries to bring the model into the conversation with humorously mixed results. Together, they explore the implications of Omni’s new feature set - the speed, the voice interface, and the new multimodal capabilities. Leave us a comment Changelog++ members save 4 mi…
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There’s a lot of hype about AI agents right now, but developing robust agents isn’t yet a reality in general. Imbue is leading the way towards more robust agents by taking a full-stack approach; from hardware innovations through to user interface. In this episode, Josh, Imbue’s CTO, tell us more about their approach and some of what they have learn…
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Yep, you heard that right. Autonomous fighter jets are in the news. Chris and Daniel discuss a modified F-16 known as the X-62A VISTA and autonomous vehicles/ systems more generally. They also comment on the Linux Foundation’s new Open Platform for Enterprise AI. Leave us a comment Changelog++ members save 10 minutes on this episode because they ma…
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We recently gathered some Practical AI listeners for a live webinar with Danny from LibreChat to discuss the future of private, open source chat UIs. During the discussion we hear about the motivations behind LibreChat, why enterprise users are hosting their own chat UIs, and how Danny (and the LibreChat community) is creating amazing features (lik…
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First there was Mamba… now there is Jamba from AI21. This is a model that combines the best non-transformer goodness of Mamba with good ‘ol attention layers. This results in a highly performant and efficient model that AI21 has open sourced! We hear all about it (along with a variety of other LLM things) from AI21’s co-founder Yoav. Leave us a comm…
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2024 promises to be the year of multi-modal AI, and we are already seeing some amazing things. In this “fully connected” episode, Chris and Daniel explore the new Udio product/service for generating music. Then they dig into the differences between recent multi-modal efforts and more “traditional” ways of combining data modalities. Leave us a comme…
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Text: Acts 4:23–31 Topic: Fear, Temptation, Overcoming, Courage Big Idea of the Message: As the church moves forward, challenges from outside and within will occur to hinder God’s kingdom. Application Point: We must stand strong against any attempts to keep the kingdom from moving forward—and remain humble enough to confess our fears and sins. Disc…
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Daniel & Chris delight in conversation with “the funniest guy in AI”, Demetrios Brinkmann. Together they explore the results of the MLOps Community’s latest survey. They also preview the upcoming AI Quality Conference. Leave us a comment Changelog++ members save 4 minutes on this episode because they made the ads disappear. Join today! Sponsors: Th…
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In this fully connected episode, Daniel & Chris discuss NVIDIA GTC keynote comments from CEO Jensen Huang about teaching kids to code. Then they dive into the notion of “community” in the AI world, before discussing challenges in the adoption of generative AI by non-technical people. They finish by addressing the evolving balance between generative…
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Daniel and Chris are out this week, so we’re bringing you conversations all about AI’s complicated relationship to software developers from other Changelog pods: JS Party, Go Time & The Changelog. Leave us a comment Changelog++ members save 2 minutes on this episode because they made the ads disappear. Join today! Sponsors: Neo4j – Is your code get…
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Text: Psalm 22; Matthew 27:25, 39, 43; John 19:23-24, 28 Topic: Crucifixion Big Idea of the Message: King David penned Psalm 22 as the cry of a righteous sufferer, and it so aptly fits the circumstances of Jesus’ crucifixion that even He took it to His lips on the cross. Application Point: Similarly, we may not understand the purpose of our own tri…
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Daniel & Chris explore the state of the art in prompt engineering with Jared Zoneraich, the founder of PromptLayer. PromptLayer is the first platform built specifically for prompt engineering. It can visually manage prompts, evaluate models, log LLM requests, search usage history, and help your organization collaborate as a team. Jared provides exp…
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In addition to being a decorated or plastic egg, an "Easter Egg" is an unexpected feature in a piece of computer software or on a DVD, often included as a joke or a bonus. This 4-week series looks at the hidden "Easter Eggs" or prophecies about Jesus in the Old Testament, and what they mean for the Easter story today. Each week connects a specific …
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In addition to being a decorated or plastic egg, an "Easter Egg" is an unexpected feature in a piece of computer software or on a DVD, often included as a joke or a bonus. This 4-week series looks at the hidden "Easter Eggs" or prophecies about Jesus in the Old Testament, and what they mean for the Easter story today. Each week connects a specific …
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Runway is an applied AI research company shaping the next era of art, entertainment & human creativity. Chris sat down with Runway co-founder / CTO, Anastasis Germanidis, to discuss their rise and how it’s defining the future of the creative landscape with its text & image to video models. We hope you find Anastasis’s founder story as inspiring as …
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While everyone is super hyped about generative AI, computer vision researchers have been working in the background on significant advancements in deep learning architectures. YOLOv9 was just released with some noteworthy advancements relevant to parameter efficient models. In this episode, Chris and Daniel dig into the details and also discuss adva…
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Text: Acts 4:13–22 Topic(s): Identity, Being, Doing Big Idea of the Message: Peter and John found their sense of identity in Christ. Application Point: Resist letting cultural pressure, politics, finances, popularity, or success become the source of your identity. Reflection Questions: 1. What is one thing that stood out to you from this week’s mes…
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Recently, we briefly mentioned the concept of “Activation Hacking” in the episode with Karan from Nous Research. In this fully connected episode, Chris and Daniel dive into the details of this model control mechanism, also called “representation engineering”. Of course, they also take time to discuss the new Sora model from OpenAI. Leave us a comme…
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Text: Acts 3:1–4:12 Topics: Jesus, Salvation, Power Big Idea of the Message: When the church was born through the Holy Spirit, the believers proclaimed the power of Jesus. Application Point: We shouldn’t try to sell our faith; instead, we should point people to Jesus and let the Spirit do the rest. Visit us at LLMC.org…
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Chris & Daniel explore AI in national security with Lt. General Jack Shanahan (USAF, Ret.). The conversation reflects Jack’s unique background as the only senior U.S. military officer responsible for standing up and leading two organizations in the United States Department of Defense (DoD) dedicated to fielding artificial intelligence capabilities:…
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Text: Acts 2:42–47 Topic(s): Church, Community, Fellowship, Prayer, Generosity Big Idea of the Message: When the church was born through the Holy Spirit, the believers began to live differently and to devote themselves to God, his mission, and his church. This is our purpose: to be an alternate community of God’s grace in the world. Application Poi…
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Google has been releasing a ton of new GenAI functionality under the name “Gemini”, and they’ve officially rebranded Bard as Gemini. We take some time to talk through Gemini compared with offerings from OpenAI, Anthropic, Cohere, etc. We also discuss the recent FCC decision to ban the use of AI voices in robocalls and what the decision might mean f…
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Text: Acts 2:14–41 Topics: Pentecost, Conversion, Salvation Big Idea of the Message: When the church was born through the Holy Spirit, the believers proclaimed the good news. Over three thousand people were saved, the church was born, and God’s kingdom began to impact Jerusalem. Application Point: Repent and believe the gospel today! Be baptized. S…
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Nous Research has been pumping out some of the best open access LLMs using SOTA data synthesis techniques. Their Hermes family of models is incredibly popular! In this episode, Karan from Nous talks about the origins of Nous as a distributed collective of LLM researchers. We also get into fine-tuning strategies and why data synthesis works so well.…
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Text: Acts 2:1–21 Topics: Pentecost, Church, Holy Spirit Big Idea of the Message: The church was born out of the creative action of God, the outpouring of the Holy Spirit. Application Point: Each Christian relies on the Spirit for renewed life, just as we rely on the Spirit to enliven our local church. As you consider church growth strategies, visi…
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Recently the release of the rabbit r1 device resulted in huge interest in both the device and “Large Action Models” (or LAMs). What is an LAM? Is this something new? Did these models come out of nowhere, or are they related to other things we are already using? Chris and Daniel dig into LAMs in this episode and discuss neuro-symbolic AI, AI tool us…
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Small changes in prompts can create large changes in the output behavior of generative AI models. Add to that the confusion around proper evaluation of LLM applications, and you have a recipe for confusion and frustration. Raza and the Humanloop team have been diving into these problems, and, in this episode, Raza helps us understand how non-techni…
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Text: Acts 1:1–11 Topics: Ascension, Mission, Witness Big Idea of the Message: Acts 1:8 is a charge that Jesus is still giving the church today. Application Point: The last command Jesus gave was to be his witnesses. How on fire are you to see that command carried out? Discussion Questions: 1. What is one thing that stood out to you from this week’…
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Recently, Intel’s Liftoff program for startups and Prediction Guard hosted the first ever “Advent of GenAI” hackathon. 2,000 people from all around the world participated in Generate AI related challenges over 7 days. In this episode, we discuss the hackathon, some of the creative solutions, the idea behind it, and more. Leave us a comment Changelo…
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We scoured the internet to find all the AI related predictions for 2024 (at least from people that might know what they are talking about), and, in this episode, we talk about some of the common themes. We also take a moment to look back at 2023 commenting with some distance on a crazy AI year. Leave us a comment Changelog++ members save 3 minutes …
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Text: Acts 1:1–2 Topics: Kingdom, Witness, Spirit Big Idea of the Message: Acts is the story of what Jesus is doing in the world. Application Point: When you wonder why God isn’t doing more, do you think he may be wondering the same thing about you? Discussion Questions: 1. What is one thing that stood out to you from this week’s message? 2. How do…
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Text: Luke 1:5–45 Topic: Elizabeth, Waiting, Promise, Hope, Time Big Idea of the Message: Elizabeth experienced restoration when God gave her a child, and then she encouraged a pregnant Mary. Application Point: We will strive to see God’s movement in the world and in the promises he has given us. Pastor Gary Parmer brings this message. Visit us at …
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Text: Luke 1:30–33, 46–48; Matthew 1:18–25 Topic: Mary, Disgrace, Waiting, Hope Big Idea of the Message: Mary experienced disgrace and struggle in carrying and raising Jesus, but God gave her strength and blessed her. Application Point: We place our faith in God’s love and promise when we are lonely and questioning. Visit us at LLMC.org…
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Prashanth Rao mentioned LanceDB as a stand out amongst the many vector DB options in episode #234. Now, Chang She (co-founder and CEO of LanceDB) joins us to talk through the specifics of their open source, on-disk, embedded vector search offering. We talk about how their unique columnar database structure enables serverless deployments and drastic…
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The new open source AI book from PremAI starts with “As a data scientist/ML engineer/developer with a 9 to 5 job, it’s difficult to keep track of all the innovations.” We couldn’t agree more, and we are so happy that this week’s guest Casper (among other contributors) have created this resource for practitioners. During the episode, we cover the ke…
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In this enlightening episode, we delve deeper than the usual buzz surrounding AI’s perils, focusing instead on the tangible problems emerging from the use of machine learning algorithms across Europe. We explore “suspicion machines” — systems that assign scores to welfare program participants, estimating their likelihood of committing fraud. Join u…
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Text: Isaiah 40:30–31 Topic: Waiting, Advent, Strength Big Idea of the Message: When we are struggling and waiting, we may become weary, but we can find strength in God. Application Point: This week, write the passage from Isaiah on a notecard and post it where you will see it often. At least once a day, read it and pray for God to give you strengt…
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Daniel & Chris conduct a retrospective analysis of the recent OpenAI debacle in which CEO Sam Altman was sacked by the OpenAI board, only to return days later with a new supportive board. The events and people involved are discussed from start to finish along with the potential impact of these events on the AI industry. Leave us a comment Changelog…
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