Channel Title: Embracing Digital Transformation Channel Description: We are in the throws of the digital revolution. During this time, it can be difficult to shift through all of the hype and find what works, what is still viable two years from now, and what contributes to your organization. We have found many IT organizations paralyzed with confusing messages and conflicting technologies. We try to help organizations sort through the chatter and embrace digital transformation. <video> The Transformative Power of Generative AI #236 Description: In this insightful video, we explore how generative AI is reshaping the business landscape in ways that are unprecedented. Drawing parallels to the evolution of email in the 90s, the speaker emphasizes that the impact of generative AI is even more profound. Gone are the days of typing pools and traditional memos; now, AI technology is revolutionizing communication and operational efficiency. It's changing how businesses interact and function at a core level. Join us as we discuss these transformative changes that have taken place over the last 40 years, particularly highlighting the disruptive capabilities of generative AI. Don't miss out on understanding this critical technology that's set to redefine industries. Watch now and subscribe for more insights on how technology is shaping the future of business! Learn more about generative AI's potential by checking out our other videos linked below. </video> <video> Cutting Costs on Gen AI Hosting #235 Description: Have you ever felt the pain of exorbitant cloud service bills? In a recent discussion, one business shared a jaw-dropping $45,000 bill for holding onto a computing instance meant for AI. With wait times exceeding three weeks to access necessary resources, they opted to keep the instance idle, resulting in skyrocketing costs. But here's the game-changer: hosting private AI solutions can now be done at a fraction of the price! While high-end GPUs like the H100 can run between $1,500 to $3,000 monthly, a Mac Studio can set you up for about $450. Discover how to optimize costs and streamline your AI workloads without breaking the bank. Don't forget to hit like, subscribe, and join the conversation in the comments about your experiences with AI hosting! For more insights, check out our links below. </video> <video> Navigating the Complexity of Language Models #236 Description: In this insightful video, we delve into the intriguing duality of large language models (LLMs)—balancing their role as human-like chatbots versus precise engineering tools. Explore how the quest for human emulation creates a need for diversity in responses, which can conflict with the engineering demand for consistency and accuracy. Join us as we dissect the tension between variability and repeatability in LLM outputs, and how developers can leverage API controls like temperature settings to fine-tune model responses. Whether you’re a technologist, a developer, or a business decision-maker looking to harness AI for your operations, this video will equip you with valuable insights. Learn how to balance creativity and reliability in your applications to ensure they meet user demands while delivering precise outcomes. Don't forget to like, subscribe, and leave your comments below! Check out our channel for more discussions on cutting-edge AI technology. Timestamps: 00:00 - Introduction, 01:15 - The Dual Role of LLMs, 03:30 - Importance of Consistency, 05:00 - API Controls Explained. Stay ahead in the evolving tech landscape! </video> <video> Building Your Private AI Solution: Key Components Explained #235 Description: Unlock the secrets to creating your own private AI setup! In this video, we dive into the essential components for a robust AI solution, including models like Llama 3.3, Nemotron, and Mistral and interfaces like ChatGPT-4.0. Discover how to integrate a backend server to host your LLM (Large Language Model) and set up a frontend for user interaction. We highlight the importance of securing data and ensuring all interactions remain within your private solution. Whether you're a technologist or a business decision-maker, this insightful guide will empower you to create a self-contained AI environment where user data is protected and not shared with third parties. Tune in to learn how to build your private AI platform and reap the benefits of secure, personalized interactions. Don't forget to subscribe for more amazing AI and tech solutions content! </video> <video> GenAI + RAG + Apple Mac = Private GenAI #235 Description: In this conversation, Matthew Pulsipher discusses the intricacies of setting up a private generative AI system, emphasizing the importance of understanding its components, including models, servers, and front-end applications. He elaborates on the significance of context in AI responses and introduces the concept of Retrieval-Augmented Generation (RAG) to enhance AI performance. The discussion also covers tuning embedding models, the role of quantization in AI efficiency, and the potential for running private AI systems on Macs, highlighting cost-effective hosting solutions for businesses. ## Takeaways * Setting up a private generative AI requires understanding various components. * Data leakage is not a concern with private generative AI models. * Context is crucial for generating relevant AI responses. * Retrieval-Augmented Generation (RAG) enhances AI's ability to provide context. * Tuning the embedding model can significantly improve AI results. * Quantization reduces model size but may impact accuracy. * Macs are uniquely positioned to run private generative AI efficiently. * Cost-effective hosting solutions for private AI can save businesses money. * A technology is advancing towards mobile devices and local processing. ## Chapters 00:00 Introduction to Matthew's Superpowers and Backstory 07:50 Enhancing Context with Retrieval-Augmented Generation (RAG) 18:25 Understanding Quantization in AI Models 23:31 Running Private Generative AI on Macs 29:20 Cost-Effective Hosting Solutions for Private AI Audio Episode: https://share.transistor.fm/s/96996be6 Blog Post: https://embracingdigital.org/episode-EDT235-en </video> <video> Unpacking Software Patterns: From Experience to Automation #236 Description: Ever wondered how software patterns evolved? This video dives into how these patterns distilled years of expert experience into accessible frameworks, saving a generation of programmers from the 'school of hard knocks.' Today, many take these patterns for granted as they're integrated into modern programming languages and frameworks. But what’s next? Explore the new frontier: prompt patterns for effective prompt engineering! Discover how these fresh frameworks help improve interaction with AI and automation, setting the stage for future programming trends. 🖥️✨ 📌 **Key Takeaways:** - The evolution of software patterns and their role in programming. - Understanding prompt patterns in the context of AI and software development. - Ways to leverage these methodologies for your tech projects. 👉 If you enjoy insights on programming and AI, don't forget to subscribe for more content, like the video, and comment your thoughts below! Check our channel for related videos on software patterns and AI technologies! </video> <video> Unlocking Hugging Face: Your Go-To for AI Models #235 Description: Are you curious about Hugging Face and its role in the AI landscape? This succinct video dives into the essentials of Hugging Face as the premier hub for AI models. It's your go-to platform akin to GitHub for developers—offering a wide array of models that can be run locally. Discover why Hugging Face is not just the most significant, user-friendly manner player but a necessary tool for technologists and business leaders alike. We also touch on alternatives like Olamma, which offers its unique command line tool. Whether you're a tech enthusiast or a savvy decision-maker, understanding Hugging Face can propel your AI projects forward. Don't forget to like, subscribe, and share your thoughts in the comments! For more in-depth discussions, we invite you to check our playlists and follow us on social media for the latest updates in AI tech. There's a wealth of information waiting for you! </video> <video> Generative AI in Computer Science Higher Education #236 Description: In this conversation, Darren Pulsipher interviews Dr. Douglas Schmidt, a seasoned computer science professor, author, and visionary, about the transformative impact of generative AI on education. They discuss the evolution of teaching methods, the challenges of assessment, and the need for a shift in educational goals to focus on learning processes rather than just outcomes. Schmidt shares his experiences using generative AI tools in his teaching and highlights the implications for students and the industry. The conversation concludes with reflections on the future of learning and the necessary adaptations in educational practices. In this conversation, Douglas Schmidt and Darren Pulsipher explore the transformative impact of generative AI on productivity, education, and the digital divide. They discuss the importance of AI literacy, the democratization of education through AI tools, and the evolving role of critical thinking in an AI-driven world. The conversation also touches on the challenges of consistency in AI outputs, the potential for community-specific AI models, and the future of reinforcement learning in ensuring trust and accountability in AI applications. Audio Episode: https://share.transistor.fm/s/643f3b6a Blog Post: https://embracingdigital.org/episode-EDT236-en Takeaways Generative AI is one of the biggest changes in education. It helps augment human creativity and interaction. Teaching methods must evolve to incorporate generative AI. Assessment practices need to adapt to new technologies. The focus should shift from outcomes to learning processes. Generative AI can assist in grading and evaluating assignments. Students must learn to discern information from AI outputs. There is a risk of creating a knowledge gap between generations. Performance-based assessments may become more common. Generative AI will influence various sectors beyond education. Generative AI can significantly enhance productivity in knowledge-centric careers. There is a growing divide between those who can effectively use AI and those who cannot. Teaching students to leverage AI tools is essential for their future success. AI democratizes access to education, providing low-cost tutoring opportunities. The landscape of education is changing with the integration of AI tools. Bootcamps offer a level playing field for learning new skills quickly. Generative AI is becoming mainstream, necessitating better tool integration. AI literacy is crucial for effective communication and problem-solving. The fundamentals of utilizing AI are evolving and require new perspectives. Community-specific AI models can enhance user experience and effectiveness. Chapters 00:00 Introduction and Backstory of Doug Schmidt 06:02 Teaching in the Age of Generative AI 12:07 The Shift in Educational Goals 18:12 Industry Implications of Generative AI 24:01 Conclusion and Future Outlook </video> <video> Unleashing the Power of Apple Hardware with MacStadium #235 Description: Discover how MacStadium is revolutionizing the Apple ecosystem by providing hosted iOS CI/CD solutions. As a company dedicated to Apple hardware, MacStadium addresses the challenges of utilizing Macs for continuous integration and delivery, often limited by their desktop nature and lack of server capabilities. With a focus on reliability and speed, MacStadium ensures high-performance access to Mac infrastructure, ideal for developers and businesses. Dive into how technologies like the Mac Studio with 128GB RAM are becoming game-changers in the AI landscape, enabling new possibilities for innovative development. Whether you're a technologist or a business decision-maker, this video highlights the unique advantages of hosted Apple solutions in today's tech landscape. Don't forget to like, comment, and subscribe for more insights on leveraging Apple technologies for your business. Explore our playlist for deeper dives into related topics and stay ahead in the tech game! </video> <video> Unlocking RAG: The Future of Contextual AI #235 Description: Discover how Retrieval-Augmented Generation (RAG) revolutionizes AI interactions by seamlessly integrating context for enhanced responses! In this short video, we dive into the workings of RAG and its reliance on a third model — the embedding model. Using a vector database, RAG pulls relevant chunks from uploaded documents to enrich its answers, ultimately delivering more accurate and context-aware outcomes. Perfect for technologists and business decision-makers, this video breaks down the essential components of RAG and illustrates how it enhances Large Language Models (LLMs). Don’t miss out on understanding how this technology could transform your data retrieval processes! If you find the insights valuable, please LIKE the video and SUBSCRIBE to our channel for more tech-savvy content! Check the timestamps below to navigate through the key concepts effortlessly. Explore our playlists or visit our website for more in-depth discussions, which are linked in the description! </video> <video> January 13, 2025 | Embracing Digital This Week Description: Digital Transformation for the week of January 12, 2025, includes news from the fields of Cybersecurity, Artificial Intelligence, and Ubiquitous Computing. Explore how the fast-paced advance of AI is transforming cybersecurity and the tech workforce. Understanding and adjusting to these shifts is vital for ensuring safety and progression in an ever-growing digital environment. Blog: https://embracingdigital.org/brief-EDW98-en Podcast: https://share.transistor.fm/s/b81fb910 Join this channel to get access to perks: https://www.youtube.com/channel/UCveOcNne1kP_ZccC8kOZcDA/join </video> <video> The Transformative Power of Generative AI #236 Description: Join us as we explore the revolutionary journey of technology over the past few decades! From the dawn of the internet in the mid-90s, fueled by breakthroughs like Mosaic and Netscape, to the smartphone explosion with the iPhone and Android, we've witnessed some seismic shifts. But the game-changer? It's undoubtedly the rise of generative AI! This short dives into how generative AI stands out as the most profound development in the last 40 years, altering industries and redefining the way we think about technology and innovation. Why should you watch? Learn about key milestones that shaped our digital landscape and discover how generative AI is not just another trend but a transformative force in the tech world. Don't miss out on these insights that are crucial for technologists and business leaders alike. 👉 Like, subscribe, and share your thoughts in the comments! For more insights, check out our related videos and connect with us on social media! Timestamps: 00:00 - Introduction to technology evolution 00:30 - The rise of the Internet 01:00 - Advent of smartphones 01:30 - Emergence of generative AI Stay ahead in the tech game! </video> <video> January 20, 2025 | Embracing Digital Transformation Description: Digital Transformation for the week of January 20, 2025, including news from Artificial Intelligence, Cybersecurity, and Edge Computing. Find out how L'Oréal, Apple, and the US Government use Artificial Intelligence. Listen to how edge computing and cybersecurity merge to protect our critical infrastructure. Join this channel to get access to perks: https://www.youtube.com/channel/UCveOcNne1kP_ZccC8kOZcDA/join </video> <video> The AWS Outage of Nov 2020 #33 Description: Amazon Web Services (AWS) suffered a substantial outage at an inopportune time – the day before Thanksgiving in 2020. Since they published their service logs, it’s interesting to review them to see what happened and what we can learn. Join this channel to get access to perks: https://www.youtube.com/channel/UCveOcNne1kP_ZccC8kOZcDA/join https://embracingdigital.org/episode-EDT33-en </video> <video> The Transformative Power of Generative AI #236 Description: Explore the seismic shifts in technology over the past few decades, highlighting the rise of the internet in the mid-nineties and the disruptive impact of smartphones between 2008 and 2010. This video dives deep into how generative AI stands out as one of the most transformative forces we've seen in the last 40 years. Technologists and business decision-makers will discover the profound implications of generative AI on innovation, strategy, and everyday operations. Don't miss out on understanding how this technology could shape the future! 📌 **Timestamps:** 00:00 - Introduction 00:45 - The internet's explosive growth 02:00 - The smartphone revolution 03:30 - Why generative AI is a game changer 👉 **Watch, like, and subscribe** for more insights into tech trends that are shaping industries. Explore further in our playlists or connect with us on [YourWebsite.com](#). Stay ahead of the curve—join the conversation on our social media channels! </video>

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We are in the throws of the digital revolution. During this time, it can be difficult to shift through all of the hype and find what works, what is still viable two years from now, and what contributes to your organization. We have found many IT organizations paralyzed with confusing messages and conflicting technologies. We try to help organizations sort through the chatter and embrace digital transformation.

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