『Generation AI』のカバーアート

Generation AI

Generation AI

著者： Ardis Kadiu Dr. JC Bonilla
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 Generation AI is the groundbreaking podcast designed exclusively for higher education professionals who are keen to navigate the dynamic world of Artificial Intelligence. In a landscape where AI is rapidly transforming how we teach, learn, and engage, "Generation AI" serves as your essential guide. Each episode delves into the most pressing AI topics, breaking down complex concepts into understandable, actionable insights. Whether you're a marketer, administrator, or tech enthusiast, this show will illuminate how AI is reshaping the academic experience and what it means for the future of education. Join us as we explore the latest news, trends, and developments in AI. From data-driven decision-making to personalized engagement and learning experiences, and the ethical implications of AI in education, "Generation AI" covers it all. With expert commentary, in-depth analysis, and a focus on practical applications, this show is dedicated to empowering higher education professionals to leverage AI for strategic advantage. "Generation AI" isn't just about understanding AI – it's about being part of the AI revolution in education. Tune in, get informed, and be inspired to innovate in your educational space with the power of AI.2024 Generative AI - Enrollify Network 経済学
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  • AI Didn't Break Education - It Exposed the Cracks

    AI Didn't Break Education - It Exposed the Cracks
    2025/05/20
    In this thought-provoking episode of Generation AI, hosts Dr. JC Bonilla and Ardis Kadiu welcome special guest Michael McGetrick, a veteran educator and creative technologist, to explore how AI is transforming teaching and learning. They discuss the urgent question facing educators today: what is AI doing to student learning? The conversation examines how AI is exposing existing cracks in educational systems rather than breaking them, highlighting a "relevance crisis" rather than a "cheating crisis." From redesigning assessment methods to understanding how AI enhances skill-based learning, the hosts share research findings and personal experiences about the real impact of tools like ChatGPT in education, and how students and educators can adapt to this new reality that's already here.AI's Impact on Teaching and Learning Today (00:00:00)AI is exposing existing cracks in educational systems rather than breaking themIntroduction to the urgent questions facing educators, parents, and technologistsThe shift from AI as the future of education to AI as the present realityIntroduction to Mike McGetrick and His Course (00:02:23)Mike McGetrick joins as a guest expert - principal at Spark451, veteran educator, and creative technologistThe hosts establish their educational backgrounds and experiencesMike shares his experience teaching a generative AI course at Brooklyn CollegeDesigning a Curriculum for Generative AI (00:05:27)How Mike approached creating a curriculum from scratch for teaching AI in designBalancing traditional design principles with new AI toolsThe importance of building a foundation of knowledge while integrating AI toolsThe Time-to-Value Shift in Learning (00:07:48)Students can now apply principles in minutes rather than over weeksHow immediate application affects the learning processTeaching students to think about design elements as "data features" for promptsThe "Cheating" Controversy in Education (00:12:25)Discussion of the viral New York Magazine article about students using AIThe concept of "cheating" versus utilizing available toolsHow traditional assessment methods are becoming outdatedRedefining Learning Through Outcomes (00:17:52)Focus on quality of output rather than effort or "the grind"The balance between mental health concerns and educational standardsThe importance of learning through struggle and growthThe Relevance Crisis in Higher Education (00:27:59)AI didn't break education - it exposed how outdated it already wasThe need for education to adapt to modern skills and outcomesHow higher education needs to evolve to remain relevantResearch Findings on AI's Impact on Learning (00:29:23)Discussion of 51 studies on ChatGPT's effect on learningLearning performance shows significant improvement with AI after 4-8 weeksModerate effects on concept learning and higher-order thinkingAI as Coach Rather Than Answer Provider (00:36:54)The importance of using AI as a thinking partnerConcern about students not building foundational knowledgeThe need to teach students about their own learning processAI in the Workforce (00:40:59)The growing emphasis on AI skills in the workplaceCEOs requiring employees to use AI as part of their jobsDebate on whether specialists or generalists will thrive in an AI-driven workplaceClosing Thoughts: A Path Forward (00:49:17)Suggestion for a new course on "My Learning Journey" to help students understand how learning happensUnderstanding the learning process as crucial for deciding how to use AI effectivelyThe transformation of education and embracing the changes ahead - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register
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    53 分
  • Model Context Protocol (MCP): Making AI Agents Talk to Your Data

    Model Context Protocol (MCP): Making AI Agents Talk to Your Data
    2025/05/13
    In this insightful episode of Generation AI, hosts Ardis Kadiu and JC Bonilla tackle Model Context Protocol (MCP), a new standardization that's gaining rapid adoption across the AI industry. They explain how MCP functions as a universal adapter between AI models and data sources, solving the "Frankenstein middleware" problem that makes building AI agents so complex today. The hosts break down why this matters for higher education professionals, how it reduces hallucinations by improving data access, and why major players like OpenAI, Google, and HubSpot are already implementing it. This episode offers critical insight into how standardization will make AI tools more useful and less complex for everyone.What is Model Context Protocol (MCP)? (00:01:00)Introduction to MCP as a standardization protocol for AI agentsHosts explain MCP as a way to help AI access context and dataThe "three-legged stool" of AI agents: intelligence, context, and actionMCP provides the standard for how agents communicate with data sourcesMCP as the Universal AI Adapter (00:04:42)JC compares MCP to standardized protocols like TCP/IP and USB-CMCP sits between models like Claude or Gemini and various data sourcesIt eliminates the need for custom connectors between each tool and AI modelThe protocol's simplicity as a minimal viable product (MVP) is key to its successHow MCP Works (00:07:03)MCP is a protocol, not an API, that describes format and flow"Discovery first" approach where AI asks "what can you do?"Uses JSON format for tools and data exchangeWorks both locally and remotely over HTTPThe Technical Benefits of MCP (00:13:14)Solves the "m by n headache" of needing separate connectors for each model-tool pairReduces hallucinations by providing AI with reliable data sourcesGives AI models access to specialized tools for tasks they struggle withEnables "grounding" in real data rather than making things upIndustry Adoption and Momentum (00:17:14)OpenAI, Google, HubSpot, LangChain and others already implementing MCPHubSpot's beta MCP server allows for direct CRM data access in ClaudeGrowing availability for tools like Slack, Teams, and ZapierDiscussion of how MCP layers on top of existing APIsPractical Applications (00:20:36)Higher education examples: connecting LMS, advisor notes, financial aid systemsSales use case: AI agents accessing CRM data through MCP for follow-upsDevOps: AI monitoring logs, creating tickets, and managing communicationAnalytics: Connecting data sources, models, and reporting tools seamlesslyChallenges and Considerations (00:23:17)MCP requires widespread adoption to be truly effectiveProduct teams must be convinced to implement it alongside existing APIsPossibility that another protocol might eventually win outCurrent technical hurdles for implementation that are being addressedCall to Action for Listeners (00:26:03)Experiment with MCP servers that connect to Claude desktopFor AI product builders: write MCP servers for your applications nowAsk AI vendors: "Do you speak MCP?" as a signal of cutting-edge capabilityMCP as the new standard, comparable to asking "Do you have an API?"Conclusion: The Future of AI Integration (00:29:14)MCP's architectural implications for more open, modular AI systemsThe need for agents to speak a common language across platformsInvitation for listeners to share which workflows they'll connect once MCP goes mainstream - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register
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    31 分
  • The Vibe Coding Revolution

    The Vibe Coding Revolution
    2025/05/06
    In this episode of Generation AI, hosts JC Bonilla and Ardis Kadiu examine the growing phenomenon of "vibe coding" - a new AI-powered approach to software development that allows anyone to create functional applications by simply describing what they want in natural language. They discuss how tools like Lovable, Cursor, and Replit are making it possible to build complex, multi-file projects in minutes without writing a single line of code. Through live demonstrations, they show how this technology is making software development accessible to non-programmers while also exploring the potential impacts, benefits, and risks for higher education institutions.Introduction to Vibe Coding (00:00:06)Definition of vibe coding as a new paradigm in software developmentHow developers can create applications through natural language promptsOrigins in February 2023 with Andrew Karpathy's tweet about this approachThe paradigm shift from traditional coding to conversation-based developmentThe Evolution of Vibe Coding Tools (00:04:03)The meaning behind the term "vibe" - describing the output and guiding the processHow vibe coding differs from AI code assistantsOverview of leading tools including Cursor, Lovable, Replit, and Claude ArtifactsThe rapid growth of companies like Cursor (reaching $300 million in revenue)How Vibe Coding Works in Practice (00:10:31)The workflow: describe what you want, AI generates code, review, refineDemonstration of multifile project capabilitiesHow developers at Element451 are incorporating these toolsBuilding integrations without needing to understand APIs in detailLive Demonstration of Vibe Coding (00:22:10)Showcase of a compound improvement calculator built with LovableDemonstration of an AI agent demo landing page created in minutesCreation of a task management app for McDonald's employees with bonus trackingHow tools handle authentication, camera integration, and user managementThe Technical Aspects and Limitations (00:32:17)How the tools handle publishing and hosting applicationsIntegration with databases through services like SupabaseThe iterative refinement process when errors occurNew features allowing fine-grained control over componentsImplications for Higher Education (00:36:43)How non-technical staff at universities could build their own applicationsPotential for rapid prototyping of student-facing toolsExamples like grade appeal chatbots or orientation sign-up systemsOpportunities for micro-apps to solve specific campus problemsRisks and Challenges (00:41:14)Potential security and privacy concerns with generated codeMaintenance challenges for vibe-coded applicationsQuestions about ownership and governance of applicationsThe concept of "disposable software" that's cheaper to rebuild than maintainFuture Outlook and Getting Started (00:47:28)The expansion of "vibe" approaches to other domains like marketingRecommendations for experimenting with tools like LovableThe importance of human review for securityEncouraging safe experimentation with these accessible tools - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! Enrollify is made possible by Element451 — the next-generation AI student engagement platform helping institutions create meaningful and personalized interactions with students. Learn more at element451.com. Attend the 2025 Engage Summit! The Engage Summit is the premier conference for forward-thinking leaders and practitioners dedicated to exploring the transformative power of AI in education. Explore the strategies and tools to step into the next generation of student engagement, supercharged by AI. You'll leave ready to deliver the most personalized digital engagement experience every step of the way.Register now to secure your spot in Charlotte, NC, on June 24-25, 2025! Early bird registration ends February 1st -- https://engage.element451.com/register
    続きを読む 一部表示
    53 分

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