Episoder

  • Beyond the Limits: How AI Models Are Redefining Capabilities

    Beyond the Limits: How AI Models Are Redefining Capabilities

    · Generation AI

    In this episode of Generation AI, hosts Ardis Kadiu and JC Bonilla explore the intricate world of AI scaling in higher education. They break down the concept of scaling, from its foundational components to its implications for AI development and implementation. Drawing on real-world examples, they delve into the triad of model size, data, and computational power, and discuss challenges like data scarcity, computational limits, and diminishing returns. The episode also offers insights into how industry leaders like OpenAI, Google, and Meta are tackling these roadblocks.
    ‍
    Key Takeaways

    AI Scaling Defined: Scaling in AI refers to how efficiently and effectively models can accomplish tasks of increasing complexity, measured by speed and intelligence.The Triad of AI Scaling: Model size, data quality, and computational power are the key elements driving AI advancements.Challenges in AI Scaling:Data scarcity, particularly for high-quality, domain-specific datasets.Skyrocketing computational costs and energy requirements.Diminishing returns as larger models yield less exponential improvement.Mitigation Strategies: Techniques like synthetic data generation, hyperparameter tuning, and reasoning-focused models address scaling challenges.Future of AI Models: Companies are shifting focus from generalist models to domain-specific and reasoning-oriented solutions.

    ‍What Does AI Scaling Mean?
    AI scaling refers to how effectively artificial intelligence can solve increasingly complex tasks. Hosts Ardis Kadu and JC Bonilla explain this through a lens of "smartness"—can a model achieve in minutes, hours, or days what humans might take weeks to accomplish? Scaling doesn’t just mean faster; it also means smarter. For example, GPT-4 is 10 times more capable than GPT-3.5 in many areas, but the diminishing returns of scaling larger models have prompted researchers to rethink strategies.
    ‍
    What Are the Key Challenges in Scaling AI?
    The conversation explores three primary challenges in scaling AI:

    Data Scarcity: High-quality training data is increasingly hard to source. While earlier models relied on vast amounts of freely available online data, this resource has been largely exhausted. Additionally, domain-specific datasets, like those in healthcare or education, are often inaccessible or proprietary.Computational Costs: Training large models costs hundreds of millions—and soon billions—of dollars. Companies face challenges balancing the need for immense computing power with energy efficiency and sustainability.Diminishing Returns: As models grow, they require exponentially more computational resources to achieve only incremental improvements in performance. This raises questions about whether scaling efforts are sustainable.

    ‍How Are Companies Tackling Scaling Challenges?
    The podcast highlights how leading tech companies are approaching these roadblocks:

    OpenAI: Focuses on reasoning-based models and test-time compute, allowing AI to think dynamically during task execution.Google: Invests in multimodal capabilities and domain-specific applications, such as its advancements in protein folding and specialized coding models.Meta: Explores alternative architectures and world models, aiming to overcome the limitations of transformer-based AI systems.XAI (Elon Musk's Initiative): Prioritizes "truth-seeking" AI and first-principles problem-solving.

    ‍What Role Do Mitigation Strategies Play?
    To address the challenges of scaling, companies and researchers are leveraging innovative strategies, including:

    Synthetic Data Generation: Creating artificial datasets to fill gaps in training data.Hyperparameter Tuning: Optimizing how models learn to improve efficiency.Reasoning-Based Models: Enhancing AI’s ability to think and adapt dynamically during real-time tasks.

    The hosts share how these approaches are unlocking new possibilities for AI in higher education. For instance, at Element, reasoning-focused AI is being used to identify fraudulent applications by analyzing behavioral patterns and contextual data.
    ‍
    What Does the Future Hold for AI Scaling?
    The episode closes with a discussion of where AI is headed. The hosts emphasize that while scaling generalist models may slow, there’s growing momentum around domain-specific applications and reasoning engines. These advancements could revolutionize fields like marketing attribution, student engagement, and personalized learning in higher education.


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • Post election AI agenda, Chegg's ChatGPT nightmare, Tech consolidation ahead

    Post election AI agenda, Chegg's ChatGPT nightmare, Tech consolidation ahead

    · Generation AI

    In this timely episode of Generation AI, hosts Ardis Kadiu and Dr. JC Bonilla examine how the recent election results could reshape AI's role in higher education. They analyze potential shifts in AI regulation, funding, and innovation under the new administration. The hosts explore how changes in merger policies and efficiency mandates might accelerate AI adoption, while also discussing the cautionary tale of Chegg's dramatic market value loss due to ChatGPT's emergence. This episode offers crucial insights for education professionals navigating the rapidly evolving intersection of politics, AI, and higher education.

    Election Impact on AI Regulation (00:00:07)

    Introduction of key themes around election resultsExpected rollback of Biden's AI executive orderShift toward less regulation and oversight of AI development

    Mergers and Innovation in AI (00:07:14)

    Discussion of potential changes to merger regulationsImpact on AI company acquisitions and innovationAnalysis of how reduced regulation could benefit AI startups

    Efficiency and Government Reform (00:16:16)

    Role of AI in government efficiency initiativesAnalysis of FAFSA implementation failuresDiscussion of potential Department of Education reforms

    AI and National Competition (00:24:31)

    Meta's LLAMA model licensing changes for government useDiscussion of US-China AI competitionAnalysis of semiconductor regulations and AI compute power

    The Chegg Case Study (00:28:44)

    Detailed analysis of Chegg's market collapseImpact of ChatGPT on education technologyLoss of $14.5 billion in market valueFailed attempts at AI adaptation

    Future of Educational Content (00:37:26)

    Discussion of AI's impact on learning management systemsAnalysis of content generation in educationImplications for service providers and agenciesExamples of new AI-powered learning platforms

    Closing Thoughts (00:41:13)

    Summary of key points about AI under new administrationDiscussion of accelerated technology adoptionFinal insights on AI's future in education


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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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  • Gen AI Powered Search - How will ChatGPT Search and Perplexity change SEO?

    Gen AI Powered Search - How will ChatGPT Search and Perplexity change SEO?

    · Generation AI

    In this live episode of Generation AI, hosts Ardis Kadiu and JC Bonilla dive into the groundbreaking shifts happening in AI-powered search technology. They discuss how major players like OpenAI, Google, and Meta are driving a paradigm shift in online search. Joined by Ty Fujimura, an expert in UX and SEO, they explore how generative AI is transforming the way users interact with information, from natural language search to real-time personalization. This conversation highlights both the opportunities and challenges for marketers, content creators, and higher education professionals looking to stay ahead in an AI-driven digital landscape.
    ‍
    Key Takeaways

    Natural Language Search: Generative AI enables search without keywords, allowing users to communicate queries conversationally, transforming how they find information.Personalization in Real Time: AI-powered search adapts based on user behavior, location, and even time of day, enabling a more tailored information retrieval experience.The Role of Authentic Content: As AI search engines source information from various platforms, producing authentic, context-rich content across multiple channels is key to maintaining brand presence.Impact on SEO and Website Strategy: Traditional SEO practices are shifting; now, the emphasis is on creating diverse, authoritative content that AI can reference and summarize effectively.Predicted Drop in Organic Traffic: As AI search improves, website visits may decline, making social media and paid search essential for driving traffic and engagement.

    ‍Episode Summary
    What Is AI-Powered Search, and Why Does It Matter?
    In this episode, Ardis and JC discuss the evolution of AI-powered search and how it’s disrupting traditional methods of information retrieval. Unlike traditional keyword-based searches, AI-powered search relies on natural language processing, making it more intuitive and conversational. The hosts highlight how tools like ChatGPT, Perplexity, and Google’s Gemini are enabling users to ask complex questions in everyday language, making search experiences feel more interactive and responsive. By bridging the gap between keywords and conversation, AI is setting the stage for a more user-centric internet, particularly significant for higher education and content-driven industries.
    ‍
    How Does Personalization Transform the Search Experience?
    AI-powered search isn’t just conversational; it’s also deeply personalized. According to the hosts, AI can now remember preferences and adapt its responses to individual users based on their browsing habits, location, and even the device they use. Ty Fujimura adds that personalization can extend to contextualizing responses based on user history, allowing searches to align more closely with individual needs and timing. For example, if a user often searches for research articles in the morning, AI could prioritize academic sources. The ability to provide such a customized experience makes it vital for marketers to rethink content strategies, ensuring their material remains relevant across varied user contexts.
    ‍
    How Will AI Change SEO and Content Strategy?
    With generative AI reshaping search, SEO is evolving from keyword optimization to content diversification and authenticity. Ty suggests that instead of focusing on keywords, website owners and marketers need to emphasize genuine, unique content. AI now aggregates information from multiple sources, including websites, social media, and forums, to deliver comprehensive answers, bypassing the need for users to click on individual links. In the higher education space, this shift means that content must be readily accessible and informative across channels like Substack, Medium, and even Reddit, as AI pulls from these diverse data streams.
    This trend of reduced organic traffic to websites emphasizes the importance of social media as a branding tool and reinforces the value of paid search to drive user engagement. As AI technologies like Perplexity and ChatGPT enhance user experience with organized, real-time search results, it’s clear that SEO strategies must pivot to include broader content ecosystems and a heightened focus on brand authenticity.
    ‍
    What Are the Implications for Content Monetization and Advertising?
    One potential challenge discussed is the future monetization of AI-powered search. As AI search tools from companies like OpenAI, Meta, and Google gain popularity, the ad-free experience may not last indefinitely. JC points out that, much like social media before it, AI search platforms could begin incorporating subtle paid influences, raising questions about transparency and the authenticity of information. In the meantime, brands should capitalize on the ad-free landscape by establishing a solid, authentic content presence across platforms AI frequently references.
    For marketers, this shift also means strategizing around paid search and social media for direct traffic, as organic traffic from traditional search engines may dwindle. Higher education marketers, for example, can leverage this period by creating content-rich knowledge bases that AI can use to answer specific user questions, building credibility and maintaining visibility in an evolving digital ecosystem.


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • JC Returns to Element451 + Higher Ed's AI Reality Check as 91% of CTOs Feel Unprepared

    JC Returns to Element451 + Higher Ed's AI Reality Check as 91% of CTOs Feel Unprepared

    · Generation AI

    In this milestone episode, Dr. JC Bonilla returns home to Element451 as COO and Head of AI Practice, joining forces again with CEO Ardis Kadiu after their 17-year journey from NYU to now. The timing is critical - new data shows 91% of higher education CTOs feel unprepared for AI adoption. The longtime friends discuss how Element451's AI-first approach will help colleges tackle their biggest challenges, from talent gaps to budget constraints.

    Major Announcement: JC Joins Element451 (00:00:07)

    Dr. JC Bonilla joins Element451 as COO and Head of AI Practice17-year history of collaboration between JC and ArdisFocus on implementing AI across operations and products

    Element451's AI-First Vision (00:07:08)

    Discussion of company's commitment to AI integrationEmphasis on infusing AI into all aspects of operationsStrategy for implementing AI across marketing, analytics, and customer success

    The State of AI in Higher Education (00:23:27)

    Survey reveals only 9% of CTOs feel prepared for AI46% express enthusiasm but only 23% make it high priorityDiscussion of budget allocation challenges

    Current AI Applications on Campus (00:27:09)

    Virtual chatbots and assistants lead adoption at 50%Cybersecurity applications second at 35%Predictive analytics for student performance at 27%

    Key Challenges in AI Implementation (00:34:26)

    Difficulty hiring qualified AI professionalsCompensation gaps between higher ed and private sectorPolicy and governance concerns

    Digital Transformation Priority (00:38:27)

    62% of CTOs prioritize digital transformationDiscussion of technology adoption strategiesBalance between technical expertise and practical implementation

    Future of Higher Education Technology (00:42:49)

    Vision for transforming student engagementImportance of AI literacy in higher educationRole of Element451 in driving innovation


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • Catching Rockets, Self-Driving Taxis, and Supercomputers: Elon Musk's Vision

    Catching Rockets, Self-Driving Taxis, and Supercomputers: Elon Musk's Vision

    · Generation AI

    In this eye-opening episode of Generation AI, we dive into Elon Musk's game-changing breakthroughs that are reshaping our future. From SpaceX's Starship catching rockets mid-air to Tesla's steering wheel-free robotaxis, and xAI's record-breaking supercomputer built in just 19 days, we explore how these innovations are pushing the boundaries of what's possible. Learn how Musk's relentless application of first principles thinking is driving rapid advancements in space travel, transportation, and artificial intelligence. This episode is a must-listen for anyone fascinated by how cutting-edge tech and innovative thinking can solve humanity's biggest challenges and accelerate our journey into an exciting future.

    Introduction: Exploring Elon Musk's Latest Breakthroughs (00:00:06)

    Overview of recent achievements at SpaceX, Tesla, and xAIIntroduction to Musk's first principles thinking approachHow these breakthroughs are changing multiple industries

    First Principles Thinking Framework (00:08:40)

    Breakdown of the five steps in first principles thinkingExample of how Musk applied this to rocket development at SpaceXThe importance of questioning assumptions and rapid iteration

    SpaceX's Starship Test Flight Success (00:17:06)

    Details of the October 13, 2024 Starship test flightThe significance of the Super Heavy booster return and catch mechanismHow reusability is key to Musk's vision of Mars colonization

    Tesla's Robotaxis and Humanoid Robots (00:22:46)

    Unveiling of the Cybercab robotaxi prototypeDevelopment of Tesla Bots (Optimus) for factory workHow Tesla is positioning itself as a robotics companyThe role of the Dojo supercomputer in advancing self-driving tech

    xAI's Record-Breaking Supercomputer (00:35:16)

    Partnership with NVIDIA and Oracle to build the fastest AI supercomputerHow the system was built in just 19 daysThe goal of developing Artificial General Intelligence (AGI)Potential impacts on AI research and development

    Musk's Leadership Principles and Vision (00:41:51)

    How first principles thinking is applied across Musk's companiesThe importance of rapid iteration and embracing failureCreating connections between space, transportation, and AI technologies

    Discussion on Impact and Innovation (00:49:46)

    Balancing technological achievements with controversial aspectsThe role of individual impact in driving innovationReflecting on how history may view current innovations and their creators

    Conclusion: Building the Future Today (00:55:51)

    Final thoughts on innovation and its messy natureThe importance of making an impact, regardless of scaleEncouragement for listeners to pursue their own innovations


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • OpenAI's voice API, Notebook LM, Meta's AR glasses wow, Google's $120M AI education push ALT: From Voice Interfaces to Virtual Reality

    OpenAI's voice API, Notebook LM, Meta's AR glasses wow, Google's $120M AI education push ALT: From Voice Interfaces to Virtual Reality

    · Generation AI

    In this exciting episode of Generation AI, hosts Ardis Kadiu and JC Bonilla dive deep into the latest AI developments from five major tech companies: OpenAI, Microsoft, Google, Anthropic, and Meta. They explore groundbreaking innovations like real-time voice APIs, AI-powered glasses, and advanced language models, discussing their potential impact on various industries, including higher education. The hosts also touch on the business aspects, such as OpenAI's shift to a for-profit model and its record-breaking fundraising. This episode is a must-listen for anyone interested in staying up-to-date with the rapidly evolving AI landscape and understanding how these advancements might shape our future interactions with technology.

    Introduction and OpenAI Updates (00:00:07)

    Hosts Ardis Kadiu and JC Bonilla introduce the episode's focus on recent AI developmentsDiscussion of OpenAI's Dev Day announcements, including the real-time voice APIOverview of OpenAI's shift to a for-profit model and record-breaking $6.6 billion fundraising

    Microsoft's AI Investments and Challenges (00:11:21)

    Microsoft's partnership with OpenAI and its struggle to keep up with compute demandAcquisition of Three Mile Island for data center powerUpdates to Microsoft Copilot and its integration with productivity tools

    Google's Notebook LM and AI Education Investment (00:16:30)

    Introduction to Google's Notebook LM for document ingestion and summarizationDemonstration of Notebook LM's podcast generation capabilitiesGoogle's $120 million investment in AI education through Google.org

    Anthropic's Recent Developments (00:25:47)

    Discussion of Anthropic's Claude AI and its artifacts featureLaunch of cloud enterprise plans similar to OpenAI EnterpriseAnthropic's position in the AI market and its appeal to advanced users

    Meta's Exciting AI and AR Innovations (00:30:52)

    Introduction of Project Orion, Meta's experimental AR glassesComparison with Apple Vision Pro and potential impact on the AR marketMeta's AI-powered creator tools for social media, including MovieGen for video generation


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • Why AI Agents Are the Future of Software

    Why AI Agents Are the Future of Software

    · Generation AI

    In this eye-opening episode of Generation AI, hosts Ardis Kadiu and Dr. JC Bonilla dive deep into the world of AI agents and their transformative potential in higher education. They explore how AI agents are evolving from reactive to proactive systems, reshaping software delivery, and revolutionizing student engagement. The hosts discuss real-world applications, from streamlining orientation processes to personalizing marketing campaigns at scale. This episode is a must-listen for higher education professionals looking to understand how AI agents can act as powerful teammates, enhancing workflows and expanding organizational capabilities without replacing human roles.

    Understanding AI Agents and Their Evolution (00:00:06)

    Definition and characteristics of AI agentsHistorical context: from ELIZA to modern AI assistantsThe shift from reactive to proactive AI systems

    Key Components of Modern AI Agents (00:16:16)

    Autonomy, perception, reactivity, reasoning, learning, and communicationThe importance of large language models in enabling sophisticated AI agentsMulti-modal communication capabilities: text, voice, and beyond

    AI Agents in Higher Education: Real-World Applications (00:32:37)

    Revolutionizing new student orientation processesStreamlining administrative tasks across departmentsEnhancing personalized communication with students

    Transforming Marketing Campaigns with AI Agents (00:38:10)

    Creating dynamic, personalized campaigns at scaleThe role of human input in guiding AI-driven marketing strategiesProactive agents: Real-time campaign optimization based on fresh data

    The Future of AI Agents in Higher Education (00:45:55)

    Multi-agent systems: Orchestrating complex workflowsAI agents as teammates, not replacements for human staffThe potential for AI to expand organizational capabilities

    Implementing AI Agents: Considerations and Challenges (00:49:00)

    The importance of thoughtful implementation and human oversightBalancing automation with personalization and brand safetyPreparing for the next wave of AI technology in education


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • State of AI Adoption in HigherEd: Insights from USG AI Summit

    State of AI Adoption in HigherEd: Insights from USG AI Summit

    · Generation AI

    In this episode of Generation AI, hosts Ardis Kadiu and JC Bonilla dive deep into the current state of AI adoption in higher education, drawing insights from their experience at the University System of Georgia AI Summit 2024. They explore the evolution of AI technology, from its historical roots to the latest developments in generative AI and AI assistants. The conversation highlights the gap between the potential of AI in education and the current readiness of institutions to adopt these technologies. Ardis introduces a fascinating framework for understanding the AI stack, explaining how it can revolutionize student engagement and personalization at scale.

    The Current State of AI Adoption in Higher Education (00:00:06)

    Insights from the University System of Georgia AI Summit 2024Discussion on the readiness of institutions to adopt AI technologiesThe gap between AI potential and current implementation in education

    Historical Context and Evolution of AI (00:05:48)

    Overview of AI development since the 1950sThe progression from simple models to neural networks and transformersHow recent advancements have led to the current capabilities of generative AI

    The AI Stack: A Framework for Understanding AI Systems (00:13:48)

    Explanation of the four layers: Brain (LLM), Memory, Skills, and OrchestrationHow these layers work together to create sophisticated AI assistantsThe importance of context and personality in AI interactions

    Personalization at Scale in Higher Education (00:27:24)

    The challenge of providing personalized experiences to studentsHow AI can enable segment-of-one marketing and engagementThe concept of a digital team powered by AI to enhance student experiences

    The Future of AI in Higher Education (00:28:38)

    Survey results on perceived usefulness of AI in different areas of educationDiscussion on the overemphasis on teaching and learning applicationsThe potential for AI in enrollment management and student experience

    Beyond Prompt Engineering (00:29:24)

    Why prompt engineering may become less relevant in the near futureThe evolution of AI interfaces and how they're becoming more user-friendlyThe importance of focusing on practical applications rather than technical details

    Challenges in AI Adoption for Higher Education Institutions (00:34:13)

    The tendency for institutions to be late adopters of new technologiesThe need for education and early adopters to drive innovationHow AI readiness varies across different departments within universities

    Closing Thoughts (00:38:53)

    The potential for AI to reinforce silos within universitiesThe importance of enterprise-level AI readinessThe ongoing work needed to fully integrate AI into higher education


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • Synthetic Data: The Secret Weapon for Smarter AI

    Synthetic Data: The Secret Weapon for Smarter AI

    · Generation AI

    In this episode of Generation AI, hosts JC Bonilla and Ardis Kadiu explore the transformative potential of synthetic data in AI model advancements. They discuss how this artificially generated information has become crucial for AI systems, now accounting for 60% of data used in AI according to Gartner. Highlighting the accessibility of this technology, JC and Ardis conduct a live demonstration, generating synthetic admissions data in real-time. This practical showcase illustrates how institutions can leverage synthetic data to solve real-world problems in education, from forecasting enrollment to optimizing resource allocation.

    Understanding Synthetic Data (00:07:05)

    Definition: Artificially generated data mimicking real-world patternsImportance: 60% of data in AI is synthetically generated (Gartner statistic)Use in training smaller, specific models for various applicationsRegulatory and ethical considerations, including privacy and security implications

    Applications in Higher Education (00:03:11)

    Creating datasets for testing failure scenarios in educational systemsUsing synthetic data for student recruitment and admissions modelingPotential for inventory management and forecasting in campus operationsExamples in autonomous vehicles, finance, and healthcare applicable to university research

    Live Synthetic Data Generation Demo (00:16:25)

    Introduction of "Artis, I have a question" segmentStep-by-step process of generating synthetic admissions data using AIDemonstration of creating Python code for data generation and visualizationDiscussion on potential refinements and uses of generated data in higher education contexts


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • AI Reasoning: How Machines Think and Learn

    AI Reasoning: How Machines Think and Learn

    · Generation AI

    In this episode of Generation AI, hosts JC Bonilla and Ardis Kadiu break down the complex world of AI reasoning in anticipation of the OpenAI's o1 (aka strawberry) model. They explain how AI systems make decisions, from neural networks to symbolic logic, and discuss the growing importance of explainable AI. The conversation covers key trends in AI reasoning, including neurosymbiolic systems and human-AI collaboration, with practical examples of how these concepts are being applied to build AI software in support of student recruitment and engagement.

    Introduction to AI Reasoning (00:00:06)

    JC Bonilla and Ardis Kadiu discuss the importance of AI reasoningOverview of knowledge representation, reasoning algorithms, and learning algorithms in AI

    Types of Reasoning in AI (00:07:03)

    Explanation of deductive, inductive, abductive, and common sense reasoningHow these reasoning types are applied in AI systems

    Explainable AI (XAI) (00:15:54)

    Definition and importance of explainable AIExample of XAI in loan application processesDiscussion on transparency, fairness, and model improvement

    Neurosymbolic AI (00:24:26)

    Integration of neural networks and symbolic reasoningExample of neurosymbolic reasoning in medical diagnosisBenefits of combining deep learning with domain-specific expertise

    Human-AI Collaboration (00:29:22)

    Concept of "human in the loop" in AI systemsApplications in various industries including higher educationBalancing AI autonomy with human input and oversight

    AI Reasoning in Higher Education (00:30:29)

    Ardis Kadiu explains Element451's approach to AI reasoningDiscussion on building AI playbooks for student recruitment and engagementChallenges in encoding expert knowledge into AI systems

    LLMs and Reasoning Capabilities (00:32:36)

    Limitations of current Large Language Models (LLMs) in true reasoningExplanation of how LLMs currently predict based on patterns rather than reasonThe need for step-by-step reasoning data to improve LLM capabilities

    OpenAI's O1 (Strawberry) Model (00:35:58)

    Introduction to OpenAI's anticipated reasoning breakthrough model, O1 (aka Strawberry)Explanation of the "Strawberry problem" in AI reasoningDiscussion on the potential impact of true reasoning capabilities in AI systems

    The Future of AI Reasoning in Education (00:37:22)

    Implications of improved AI reasoning for personalized student engagementPotential for AI to make more informed decisions in educational contextsThe importance of developing AI systems that can truly reason, not just predict

    Conclusion and Implications (00:37:59)

    Recap of key AI reasoning concepts and their importance in higher educationDiscussion on the ethical considerations and regulatory aspects of AI in educationFinal thoughts on the future of AI reasoning and its potential to transform higher education


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • OpenAI's o1 Model: A Leap Forward in AI Reasoning

    OpenAI's o1 Model: A Leap Forward in AI Reasoning

    · Generation AI

    In this cutting-edge episode of Generation AI, hosts Ardis Kadiu and JC Bonilla, joined by special guest Petar Djordjevic, dive deep into OpenAI's groundbreaking o1 model. Released just a day before the recording, this new AI model marks a significant leap forward in reasoning capabilities. The hosts explore how o1's advanced reasoning skills could revolutionize various industries and applications, from customer engagement to complex problem-solving. They discuss the model's potential to create personalized experiences, automate intricate tasks, and provide insights that were previously unattainable.

    Introduction to OpenAI's o1 Model (00:00:59)

    Hosts introduce the new OpenAI o1 model, also known as "strawberry"Discussion of the model's significant leap forward in reasoning capabilitiesExplanation of how o1 differs from previous models in problem-solving approaches

    Technical Insights into o1's Capabilities (00:03:05)

    Petar explains the o1 model's ability to handle complex tasks and domainsDiscussion of the "strawberry test" and its significance in AI developmentComparison of o1's performance to previous models like GPT-4

    Impact on Various Industries and Applications (00:30:37)

    Exploration of how o1 could transform customer engagement and business strategiesDiscussion on creating personalized experiences using AIPotential for AI to analyze complex data points and predict next steps in various scenarios

    Reasoning Capabilities and Real-World Applications (00:45:15)

    Analysis of o1's ability to show its reasoning processDiscussion on how this transparency can aid in decision-making and problem-solvingExploration of potential applications in fields such as science, finance, and technology

    The Future of AI in Society and Industry (00:55:15)

    Ardis discusses the potential of transformer models in absorbing and recalling informationExploration of how o1 could lead to more autonomous AI systemsDebate on the role of human oversight in AI-driven processes

    Closing Thoughts and Future Directions (00:59:49)

    Discussion on the balance between AI automation and human involvementHosts propose future topics for exploration, including human-in-the-loop processesReflection on the broader implications of advanced AI models like o1 for society and innovation


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • Top 100 GenAI Apps: ChatGPT dominates, Perplexity rises, ByteDance pushes AI, dating apps get smarter

    Top 100 GenAI Apps: ChatGPT dominates, Perplexity rises, ByteDance pushes AI, dating apps get smarter

    · Generation AI

    In this back-to-school special episode of Generation AI, hosts Ardis Kadiu and JC Bonilla explore the latest trends in AI consumer apps, based on recent research ranking the Top 100 Gen AI Consumer Apps from . They discuss the dominance of creative tools, the rise of new AI assistants, China's growing influence in the AI market, and the emergence of new categories like aesthetics and dating apps.

    Top 100 Gen AI Consumer Apps Research (00:05:27)

    Overview of the research methodology: ranking top 100 Generative AI Consumer AppsNearly 30% of companies are new compared to the March 2024 report

    Use Types in AI Apps (00:13:42)

    Creative tools continue to dominate the AI app landscape52% of web list companies focus on content generation or editing across various modalitiesVideo and music creation apps are on the riseHighlight of new entrants: Luma (#14), Viggle (#21), SeaArt (#29), and Udio (#33)Suno, a music generator, made the biggest leap from #36 to #5

    Dominant AI Technologies (00:20:04)

    ChatGPT remains the #1 product on web and mobilePerplexity climbs to #3, surpassing ChatGPT in user engagementClaude rises from #10 to #4 in web rankings, driven by its new Artifacts featureLuzia's mobile debut at #25 with 45 million global users

    China's Growing Influence in AI (00:31:10)

    ByteDance (TikTok's parent company) enters the AI marketThree new ByteDance apps debut: Gauth (#44), Coze (#45), and Doubao (#47)ByteDance now has six spots across web and mobile listsDiscussion of ByteDance's R&D division, Flow, focused on generative AI applications

    Emerging Categories: Aesthetics and Dating (00:23:45)

    Introduction of new apps: LooksMax AI (#43), Umax (#44), and RIZZ (#49)LooksMax and Umax offer AI-driven attractiveness ratings and tipsRIZZ helps users improve dating app messages with AI-generated suggestions

    Global Distribution of AI Innovation (00:31:10)

    Discussion of the geographical spread of AI innovationMention of surprising tech hubs like Florida and Poland

    The Shift from Technology to Application (00:31:59)

    Transition from focusing on underlying AI technology to practical applicationsThe importance of use cases in driving AI adoption

    Closing Thoughts and Recommendations (00:34:11)

    Encouragement to stay curious and informed about AI developmentsAdvice for educators to embrace AI and integrate it into their teaching practicesEmphasis on the importance of experimenting with AI to enhance the classroom experience


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • How Universities are Integrating AI Today | Why Personalization is the Key to Student Retention | Ethical Challenges in Higher Ed AI | How AI is Reshaping the Job Market for Graduate | Preparing for AI-Driven World with Brian Piper @ U of Rochester

    How Universities are Integrating AI Today | Why Personalization is the Key to Student Retention | Ethical Challenges in Higher Ed AI | How AI is Reshaping the Job Market for Graduate | Preparing for AI-Driven World with Brian Piper @ U of Rochester

    · Generation AI

    Brian Piper is the and host of AI for U podcast and the Director of Content Strategy and Assessment at the University of Rochester, where he chairs the Marcom AI. Known for his expertise in data analysis and AI applications in higher education, Brian is also an active skydiver with nearly 3,000 jumps under his belt. He's a frequent speaker at higher education and content conferences, sharing his insights on AI's role in shaping the future of education.

    In Today's Episode with Brian We Discuss:

    Current AI Applications in Higher Education (00:03:15)

    What are the most effective ways universities are using AI today?How is AI changing the landscape of marketing and content creation in higher ed?What low-risk, high-reward AI applications can institutions implement quickly?How can AI tools save time and resources for more strategic work?

    Challenges of AI Adoption in Universities (00:10:30)

    What are the main concerns institutions have about adopting AI technologies?How can universities address issues of data privacy and copyright when using AI?What strategies can help overcome resistance to AI integration in academic settings?How can institutions balance the benefits of AI with the fear of job displacement?

    Personalization and Student Experience (00:18:45)

    How can AI create more personalized experiences for students?What role can AI play in improving student retention rates?How might AI transform the way universities communicate with prospective and current students?What are the potential drawbacks of AI-driven personalization in education?

    Ethical Considerations and Future Implications (00:26:00)

    What are the key ethical concerns surrounding AI use in higher education?How can universities ensure transparency and reduce bias in AI-driven decision-making?What long-term implications might AI have on the job market for graduates?How can institutions balance the benefits of AI with the need for human oversight?

    Preparing Students for an AI-Driven World (00:33:15)

    What skills should universities focus on to prepare students for an AI-dominated workforce?How can institutions teach students to use AI tools effectively and ethically?What changes might be necessary in university curricula to address AI literacy?How can universities stay adaptable in the face of rapidly evolving AI technologies?

    The Future of AI in Higher Education (00:39:30)

    What potential does AI have to transform the learning experience in universities?How might AI-generated content change the way courses are designed and delivered?What role will AI play in shaping the future of admissions and enrollment processes?How can universities maintain their relevance and value proposition in an AI-driven world?


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • AI Agents 101: The Building Blocks of Intelligent Student Engagement (part 1)

    AI Agents 101: The Building Blocks of Intelligent Student Engagement (part 1)

    · Generation AI

    In this first episode of a two-part series, Generation AI explores the foundational concepts of proactive AI assistants and their potential impact on higher education. Hosts Ardis Kadiu and Petar Djordjevic break down the key components of AI agent systems, explaining how they differ from reactive systems and why they matter for the future of student engagement. They discuss the importance of memory, context, and goal-oriented behavior in AI agents, setting the stage for part two's deep dive into practical applications. This episode is essential listening for higher education professionals looking to understand the basics of AI agent systems before exploring their implementation in recruitment and student support.

    Introduction to Proactive AI Assistants (00:00:06)

    Defining proactive AI assistants and AI agent systemsHow they differ from reactive AI systemsThe shift from simple tasks to complex, goal-oriented behaviors

    Key Components of AI Agents (00:02:01)

    Large language models as the foundationThe role of memory and context in AI reasoningGoal-oriented behavior and decision-making processes

    Enhancing AI Performance (00:05:01)

    Techniques like chain of thought and few-shot learningThe importance of examples in improving AI responsesBalancing context window size with efficient information retrieval

    Challenges in AI Agent Development (00:10:31)

    Managing complex tasks and multi-step processesCoordinating multiple specialized AI agentsEnsuring relevant and timely responses from AI systems

    The Concept of "Human on the Loop" (00:17:01)

    Balancing AI autonomy with human oversightThe importance of human intervention in AI decision-makingEthical considerations in deploying AI agent systems

    Preparing for Proactive AI in Higher Education (00:22:31)

    Potential applications in student engagement and recruitmentThe shift from mass communication to personalized interactionsSetting the stage for AI-driven automation in education processes

    Looking Ahead to Part 2 (00:29:01)

    Brief preview of practical applications in higher educationTeaser for Element451's approach to implementing proactive AI assistantsThe potential impact on student recruitment and support strategies


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • AI Agents in Action: Building Proactive AI Systems for Higher Ed (part 2)

    AI Agents in Action: Building Proactive AI Systems for Higher Ed (part 2)

    · Generation AI

    In this second episode of a two-part series, Generation AI dives deep into the practical applications of proactive AI assistants in higher education. Hosts Ardis Kadiu and Petar Djordjevic discuss how Element451 is implementing AI agent systems to revolutionize student engagement and recruitment. They explore the transition from reactive to proactive AI, explaining how these systems can automate and personalize the entire student journey, from initial inquiry to enrollment.

    The Evolution of AI Assistants in Higher Education (00:00:06)

    Transition from reactive to proactive AI systemsThe concept of AI "autopilots" in student engagementHow proactive AI assistants can personalize the student journey

    Current Challenges in Student Recruitment (00:03:45)

    Limitations of traditional marketing automation workflowsThe complexity of managing long-term student engagementDifficulties in personalizing communication at scale

    Implementing Proactive AI Assistants (00:10:40)

    How AI can analyze student data and decide on next actionsThe role of large language models in understanding contextBalancing automation with human oversight and intervention

    Personalization at Scale: The Segment of One (00:18:06)

    Using AI to create truly personalized communication plansHow proactive assistants can manage multiple goals simultaneouslyThe importance of context and past interactions in decision-making

    Technical Considerations and Challenges (00:25:23)

    Managing complex workflows and multi-step processesIntegrating various communication channels (email, SMS, voice)Ensuring data privacy and security in AI-driven systems

    The Future of AI in Higher Education Marketing (00:31:30)

    Potential for AI to replace traditional marketing campaignsHow AI can augment and enhance human decision-makingThe importance of transparency and control in AI systems

    Practical Implementation and Next Steps (00:34:10)

    Element451's approach to incorporating proactive AI assistantsThe importance of gradual implementation and testingHow institutions can prepare for this new wave of AI technology


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • AI in Cybersecurity: Inside the CrowdStrike Crash

    AI in Cybersecurity: Inside the CrowdStrike Crash

    · Generation AI

    In this episode of Generation AI, hosts JC Bonilla and Ardis Kadiu discuss a recent global tech incident involving CrowdStrike, a major cybersecurity company. They explore how a software update caused widespread system failures, affecting airlines, hospitals, and even judicial systems. The conversation covers the intersection of AI and cybersecurity, the complexities of modern software systems, and the potential risks and benefits of AI in security.

    The CrowdStrike Incident

    Overview of the global tech glitch caused by a CrowdStrike security software updateDiscussion of the widespread impact on various industries, including airlines, hospitals, and judicial systemsComparison to the Y2K expectations and the reality of modern computer glitches

    Understanding Enterprise Software Deployments

    Explanation of centrally managed IT systems in higher education and other enterprisesDiscussion of endpoint management and the challenges of remote software updatesInsights into the vulnerabilities of large-scale software deployments

    AI and Cybersecurity

    Exploration of how AI is used in modern cybersecurity softwareDiscussion of machine learning models for detecting malware and unusual system behaviorsInsights into the benefits and potential risks of AI-powered security systems

    Software Testing and AI

    Overview of current software testing practices and their limitationsDiscussion of how AI can improve software testing through synthetic data generationInsights into the challenges of testing complex, interconnected systems

    The Future of AI in Enterprise Software

    Exploration of potential AI applications in software deployment and monitoringDiscussion of the concept of intelligent software systems and their potential impactInsights into the balance between the benefits of scale and the risks of system-wide failures

    Open Source and Transparency in AI

    Brief mention of the importance of open source models in AI developmentDiscussion of how transparency can help address some of the challenges in AI-powered systems


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • Navigating AI Vendor Selection in Higher Ed

    Navigating AI Vendor Selection in Higher Ed

    · Generation AI

    In this episode, we tackle a timely issue for our higher education friends: how to choose the right AI vendor. As you enter planning mode and vet potential partners, we share our insights on navigating the good and bad of AI vendor selection. We discuss the challenges of implementing emerging AI technologies, where possibilities are vast but proven successes are still unfolding. Using real-world examples, including a recent case from the Los Angeles Unified School District, we offer practical advice on what to consider when selecting AI partners. Whether you're launching new projects or expanding existing ones, this episode will help you make informed decisions in the rapidly evolving world of AI in higher education.

    The Current AI Landscape in Higher Education

    Recognize that AI adoption in higher ed is still in early stagesUnderstand that planning and vendor selection are crucial first stepsBe aware that while AI possibilities are vast, proven use cases are still developing

    Lessons from the LA Unified School District AI Project

    Large-scale AI projects carry significant risksProper scoping and realistic expectations are essentialConsider starting with smaller, focused AI initiatives before scaling up

    Evaluating AI Vendors: Beyond the Hype

    Look past marketing buzz and focus on concrete AI capabilitiesAsk for specific, relevant examples of AI applications in higher edCheck references and speak with current clients about their experiences

    Understanding the True Cost of AI Implementation

    Budget for hidden costs like integration and ongoing maintenanceConsider long-term expenses, not just initial implementation costsEvaluate different pricing models to find the best fit for your institution

    Data Considerations in AI Projects

    Assess your institution's data quality and quantity before starting AI projectsPlan for data integration challenges with existing systemsPrioritize student data privacy and security in all AI initiatives

    The Value of Proof of Concepts (POCs)

    Use POCs to test AI capabilities in your specific environmentSet clear, measurable goals and timelines for AI pilotsBe prepared to learn from both successes and failures in POCs

    Change Management and AI Adoption

    Prepare for organizational changes when implementing AIInvolve stakeholders early in the AI adoption processView AI as a tool for transformation, not just process automation

    Choosing the Right AI Partner for Your Institution

    Look for partners with higher education experience and understandingPrioritize vendors who offer both technological and strategic supportBuild partnerships based on shared goals and long-term vision

    A Guide to Selecting the Perfect AI Chatbot


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • Llama 3.1 Release, AI Avatars with AI Studio, Meta's Open Source Vision, Segment Anything 2 Model (SAM) Release

    Llama 3.1 Release, AI Avatars with AI Studio, Meta's Open Source Vision, Segment Anything 2 Model (SAM) Release

    · Generation AI

    Llama 3.1 Release

    405 billion parameter model, largest open-source AI to date128,000 token context lengthMultilingual support: French, German, Hindi, Italian, SpanishTrained on over 15 trillion tokens using 16,000 Nvidia H100 GPUsPerformance competitive with GPT-4 and Claude 3.5 SonnetMore cost-efficient operation compared to competitors

    AI Studio Launch

    Platform for creating custom AI avatars without technical skillsUsers can design AIs for various purposes: humor, meme generation, travel adviceCreators can use AI to answer common DMs and story repliesReplaces previous attempt at celebrity AI chatbots

    Meta's Open Source Vision

    Aim to democratize access to advanced AI technologiesPartnerships with Amazon, Databricks, and Nvidia for infrastructure supportPotential for synthetic data generation and model distillationIntegrated safety features: Llama Guard 3 and Prompt GuardAligns with U.S. policy discussions on open-source AI investment

    Segment Anything 2 (SAM 2) Release

    Unified model for real-time object segmentation in images and videosState-of-the-art performance in promptable segmentationOpen-sourced with Apache 2.0 licenseIncludes SA-V dataset: 51,000 real-world videos, 600,000+ maskletsPotential applications in video effects, creative tools, and data annotation


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • Creating Interactive Apps for Better Teaching with Claude 3.5

    Creating Interactive Apps for Better Teaching with Claude 3.5

    · Generation AI

    This episode of Generation AI introduces Claude 3.5, Anthropic's latest AI model, and its new "artifacts" feature. Hosts JC Bonilla and Ardis Kadiu explore how Claude 3.5 can create interactive apps and visualizations, making complex topics like p-values easier to teach. They demonstrate Claude's ability to generate code, create web-based apps, and offer collaborative workspaces.

    Introduction to Claude 3.5

    Overview of Anthropic's new AI modelComparison to GPT-4 and other AI modelsDiscussion of Claude's improved writing and reasoning capabilities

    The "Artifacts" Feature

    Explanation of Claude's new ability to create interactive contentExamples of artifact types: code snippets, web apps, SVGs, and moreHow artifacts can be shared and collaborated on

    Practical Application: Teaching P-Values

    Demonstration of Claude creating an interactive app to explain p-valuesDiscussion of the "Surprise Party Planner" analogy for teaching statisticsHow AI-generated examples can make complex topics more relatable

    Technical Capabilities of Claude's Artifacts

    Breakdown of the code generation processExplanation of the React-based web app created by ClaudeDiscussion of Claude's ability to adapt and correct code based on feedback

    Implications for Higher Education

    How AI tools like Claude can enhance teaching methodsPotential for creating personalized learning materialsDiscussion of the time-saving aspects for educators

    Collaboration and Version Control

    Overview of Claude's team collaboration featuresExplanation of version control for artifactsHow these features can help in group projects and iterative learning


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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

  • The 5 Levels of AI: From Chatbots to Organizational Intelligence

    The 5 Levels of AI: From Chatbots to Organizational Intelligence

    · Generation AI

    This episode of Generation AI explores the five levels of artificial intelligence capabilities as defined by OpenAI. Hosts Ardis Kadiu and Dr. JC Bonilla discuss each level, from current chatbot technology to future AI that could run entire organizations. They explain how these advancements might change work, innovation, and society.

    Introduction to AI Capability Levels

    OpenAI's framework for measuring AI progressCurrent AI technology at level 1 out of 5Overview of the five levels: chatbots, reasoners, agents, innovators, and organizations

    Level 1: Chatbots and Conversational AI

    Current state of AI technologyCapabilities of chatbots like GPT-3.5 and GPT-4Examples of how chatbots are used today

    Level 2: Reasoners and Problem-Solving AI

    AI systems that can break down and solve complex problemsComparison to human problem-solving abilitiesPotential applications in various fields, including higher education

    Level 3: Goal-Oriented AI Agents

    AI systems that can work independently towards specific goalsExamples of potential uses, such as investment managementDiscussion of how this level could change the workplace

    Level 4: AI Innovators and Invention

    AI capabilities for creating new solutions and inventionsPotential impact on scientific research and technological advancementExamples of how AI could address global challenges

    Level 5: AI Organizations

    The concept of AI systems running entire organizationsDiscussion of economic and social implicationsExploration of how this could change business and employment

    The Path to Artificial General Intelligence (AGI)

    Definition and characteristics of AGITimeline predictions for achieving AGIReference to Ray Kurzweil's work on technological singularity


    - - - -

    Connect With Our Co-Hosts:
    Ardis Kadiu
    https://www.linkedin.com/in/ardis/
    https://twitter.com/ardis

    Dr. JC Bonilla
    https://www.linkedin.com/in/jcbonilla/
    https://twitter.com/jbonillx

    About 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! Some of our favorites include The EduData Podcast and Visionary Voices: The College President’s Playbook.

    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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