Generation AI podcast

Player FM - Internet Radio Done Right

Lisätty one vuosi sitten

Sisällön tarjoaa Enrollify, Ardis Kadiu, and Dr. JC Bonilla. Enrollify, Ardis Kadiu, and Dr. JC Bonilla tai sen podcast-alustan kumppani lataa ja toimittaa kaiken podcast-sisällön, mukaan lukien jaksot, grafiikat ja podcast-kuvaukset. Jos uskot jonkun käyttävän tekijänoikeudella suojattua teostasi ilman lupaasi, voit seurata tässä https://fi.player.fm/legal kuvattua prosessia.

Mind The Business: Small Business Success Stories

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Pushing Past Stagnation & Business Plateaus 30:21

10 päivää sitten30:21

Toista Myöhemmin

Listat

Tykkää

Tykätty

30:21

Hitting plateaus is a common milestone in business, but there’s a difference between stability and a rut. In the last installment of this season, we’ll dive into the ways small business owners push beyond plateaus and find new ways to achieve revenue growth. Jannese and Austin wrap up their time in Nashville, Tennessee with a wonderful visit to N.B. Goods to speak with owner Camille Alston . Camille details the times where she hit a wall with profits, the strategies she implemented to increase revenue, what worked, what didn’t, and the important lessons she learned in the process. You won’t want to miss this informative final chapter! Learn more about how QuickBooks can help you grow your business: QuickBooks.com See omnystudio.com/listener for privacy information.…

Generation AI

Jaa

Sarjan koti•Feed

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.

80 jaksoa

#Tech #Enrollify #Ardis Kadiu #Dr. JC Bonilla #Artificial Intelligence #Higher Ed #Higher Ed Ai #Higher Ed Tech #Technology #Business #Podcasting Education

Generation AI

updated 5 päivää sitten

Jaa

Sarjan koti•Feed

80 jaksoa

#Tech #Enrollify #Ardis Kadiu #Dr. JC Bonilla #Artificial Intelligence #Higher Ed #Higher Ed Ai #Higher Ed Tech #Technology #Business #Podcasting Education

Kaikki jaksot

Generation AI

1
ASU+GSV Summit 2025 Recap - Learning at the Speed of Light 45:56

5 päivää sitten45:56

45:56

In this eye-opening episode, Generation AI takes you inside the recent ASU+GSV Summit and AI Revolution Show in San Diego, where education and technology leaders gathered to address AI's impact on higher education. JC and Ardis break down how university presidents and tech executives are responding to what ASU leadership called an "AI Tsunami," sharing practical guidance on curriculum changes, institutional adaptation, and keeping humans at the center. The episode also examines the business side, analyzing how AI is driving EdTech consolidation, investment patterns, and market transformation. For anyone in higher education trying to make sense of AI's rapid changes, this episode provides both big-picture thinking and on-the-ground insights from those leading the charge. The AI Revolution Landscape in Higher Education (00:00:00) Overview of ASU+GSV Summit and AI Revolution Show in San Diego Thousands of leaders gathered to discuss AI's impact on higher education Current challenges: declining public trust, cost pressures, value concerns ASU leadership describes the situation as an "AI Tsunami" requiring quick adaptation Key Voices on Navigating the AI Era (00:02:30) C. Edward Watson (AAC&U) stressed that AI means major job change, not just loss Watson argues higher education must update curriculum now for AI literacy Warns against ineffective bans and detection tools, suggests adapting teaching methods Ted Mitchell (ACE) sees current disruption as a chance to build anew Mitchell emphasizes student success metrics and institutional data ownership Paul LeBlanc (Matter and Space) notes true innovation often comes from "unencumbered places" Views AI as both challenge and opportunity to rethink learning models Strategic Leadership in the AI Transition (00:08:45) Lev Gonick (ASU) highlights IT leaders' role in managing the AI transition Stresses maintaining human-centered approaches despite rapid changes Sal Khan champions AI's potential to transform learning through personalized tools Michael Hansen (Cengage) warns that higher education must integrate AI to stay relevant Common thread: AI offers major potential but requires ethical frameworks The Business of AI EdTech (00:15:20) Global education market worth over $7 trillion No EdTech company has broken the $20 billion mark yet M&A market looks strong for 2025 with stabilizing interest rates Private equity firms have record capital to invest, making EdTech attractive Market consolidation driven by both PE and strategic acquisitions Investment Trends in Education AI (00:22:15) Key distinction between infrastructure AI (big models) and applied AI (workflow tools) Applied AI attracting significant funding with clearer paths to profits Element451's recent $175M investment cited as an example Tools for operations, compliance, and personalized learning gaining value Investors backing smaller companies disrupting older solutions Challenges include measuring true effectiveness when models change rapidly Looking Ahead: The Future of AI in Higher Education (00:28:40) Successful AI integration requires both vision and market viability Tension between rapid adoption and real-world barriers (faculty readiness, data gaps) Future focus areas include better data management and governance Growing demand for proof of effectiveness beyond initial hype Continued investment expected in practical AI applications Workforce alignment remains a dominant driver for AI adoption Open question: Can AI fulfill its promise to democratize 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! 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…

Generation AI

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ASU's AI Strategy, Digital Workforce, and the End of Frankenstein Tech 28:54

12 päivää sitten28:54

28:54

In this insightful episode of Generation AI, hosts JC Bonilla and Ardis Kadiu speak with Lev Gonick, CIO of Arizona State University, about how AI is reshaping higher education technology systems. Gonick shares ASU's innovative approach to AI implementation, discussing their transition from fragmented "Frankenstein" tech systems to a more integrated architecture using AI agents. He explains how ASU is already deploying orchestrated AI agents across campus operations - from parking to financial aid to classroom instruction - and offers a practical vision for how universities can adapt to this technological shift. This conversation is essential listening for higher education professionals looking to understand how AI can transform student experiences and institutional operations. The Current State of University Technology Systems (00:00:25) Discussion of universities as technology "Frankensteins" with disconnected systems Gonick explains ASU's dual approach to AI: both as additional tools and as potential unifiers The challenge of balancing pragmatic immediate needs with long-term integration goals ASU's outlook on technology focuses on opportunity and abundance rather than scarcity The Timeline for Technology Transformation in Higher Education (00:02:14) Gonick suggests the transition away from fragmented systems could take "a generation or two" ASU positions itself as an outlier and model for what a "new American university" can look like The importance of proving what's possible by implementing future-focused solutions today ASU's commitment to focusing on "the future today" rather than waiting for perfect solutions ASU's Leadership in AI Implementation (00:03:45) Reference to ASU's publication documenting their AI journey with 40+ implementation stories Discussion of ASU's mindset that emphasizes growth and innovation Gonick quotes Alan Kay: "If you want to predict the future, invent it" ASU's philosophy: "If you want to invent the future, start" - emphasizing action over debate AI's Transformation of Higher Education (00:05:33) Gonick argues AI represents a "tectonic shift" that will redefine not just how we teach but what we teach Many universities are stuck in an academic debate rather than testing and experimenting ASU's approach involves real-world testing while adhering to principles of innovation The need for agile, iterative approaches to AI implementation similar to software development The Evolution from Generative AI to AI Agents (00:08:57) Reflection on the past year's progress from classroom-focused generative AI to agent-based systems Gonick suggests current generative AI implementations will eventually be seen as "prehistory" Discussion of how voice and video AI experiences may create economic value in education The emergence of "agentic" AI systems where multiple specialized agents work together ASU's Current Work with AI Agents (00:11:35) ASU has developed approximately a dozen purpose-built AI agents for different functions These agents are now being orchestrated to work together rather than operating independently Examples include agents for syllabus creation, assessment, skills development, and career opportunities Discussion of the need for "Centurion" agents to ensure privacy, security and ethical use AI Applications in Campus Operations (00:14:52) ASU is implementing agentic AI experiences in back-office operations like parking management Plans for teaching and learning agent implementations starting in August for the new school year Development of pedagogy agents that support different teaching methods (Socratic, case method, etc.) Financial aid navigation as another major area where AI agents are improving student and family experiences The Digital Workforce and Organizational Change (00:20:49) Discussion of AI agents functioning as a "digital workforce" that requires management The need to rearchitect how work is done in university settings Human resistance to change as a major challenge in AI implementation ASU's approach to helping employees transition to new roles through upskilling and reskilling programs The Near Future of AI in Higher Education (00:24:47) Discussion of the impact of politics and regulations on AI implementation ASU's view of challenges as opportunities and their focus on adaptability The concept of building "anti-fragile" institutions that not only survive disruption but thrive The importance of planning with a longer horizon while remaining agile - - - - 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! 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…

Generation AI

1
ChatGPT image magic changes design forever, Gemini 2.5 raises the bar, MCP connects everything, Claude for Education brings AI to classrooms 44:54

19 päivää sitten44:54

44:54

In this information-packed episode of Generation AI, hosts JC Bonilla and Ardis Kadiu explore the revolutionary new ChatGPT image generation capabilities that have taken the internet by storm. They break down how this new native image generation differs from previous models, allowing users to create, modify and refine images through conversation. The hosts also cover significant recent AI developments including Google's Gemini 2.5 Pro, Anthropic's Model Context Protocol standard, and new educational initiatives from OpenAI and Claude. This episode gives higher education professionals critical insights into how these visual AI tools will transform marketing, teaching, and creative processes across campus. Recent AI Updates and Developments (00:00:06) Introduction to the episode and upcoming Element451 presence at ASU GSV conference Brief mention of new AI releases coming from Element451 Overview of recent major AI developments that will be discussed Major Model Drops and Advances (00:03:13) Google's release of Gemini 2.5 Pro, a powerful reasoning and thinking model Discussion of its 1,000,000 token context window and coding capabilities Anthropic's Model Context Protocol (MCP) as a new standard for AI model connections Comparison to standardization moments like VHS/Betamax or USB connectivity How MCP simplifies integration with external tools and APIs Open Source Models and Coding Advancements (00:09:11) DeepSeek v3 launch continuing the open source momentum Discussion of "vibe coding" and voice-based natural language programming The progression of open weights models (not fully open source) Google's Gemma 3, OpenAI's announced open weights model, and upcoming Llama 4 How these models enable natural language "vibe coding" through better reasoning AI Education Initiatives (00:13:53) OpenAI Academy launch for teaching AI skills and prompting techniques Claude for Education using Socratic methods to teach students how to learn Focus on pedagogy and learning rather than just providing answers Importance of AI literacy as models improve ChatGPT Image Generation Revolution (00:18:06) Technical explanation of the new native image generation in GPT-4o How it differs from previous DALL-E integration by generating images pixel by pixel The ability to remember context and make incremental changes to images Comparison to the creative sketch-to-masterpiece process in art Image Generation Examples and Capabilities (00:27:05) Transforming images into anime, Studio Ghibli style, or other artistic styles Image restoration, sharpening, and enhancement capabilities Converting rough sketches into polished marketing materials Creating consistent multi-panel comics or narratives Fashion coordination and outfit planning from wardrobe items Interior design applications by incorporating furniture pieces in rooms Creating travel journals and personalized visual memory books Practical Applications in Education and Marketing (00:34:23) Educational uses for teachers creating customized visual aids Explaining complex concepts through dynamic illustrations for different learning styles Marketing prototyping and rapid campaign creation Storyboarding for entertainment and media production Product design acceleration and prototyping Transformative Impact Across Industries (00:37:51) Filters becoming experiences with style transformations Easier creation of memes and visual communication Books and visual storytelling including children's books Improved slide presentations with conceptual images Personalizing stock photography with school colors and logos Remixing movie scenes in different styles Creating personalized advertisements at scale Enabling creatives to produce work faster and tell stories through visuals Learning at Scale Through Visual AI (00:41:46) How educators can use these tools to reach diverse learners Making complex concepts accessible through visual adaptation Removing creative bottlenecks in education Final thoughts on the transformative potential of new vision models - - - - 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! 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…

Generation AI

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AI & Admissions: Making Fast, Fair Decisions in Higher Ed 35:08

26 päivää sitten35:08

35:08

In this episode of Generation AI, hosts Dr. JC Bonilla and Ardis Kadiu examine how AI can support—not replace—human decision-makers in college admissions. They discuss the growing challenge of application volume (with schools like NYU receiving 120,000 applications) against limited staff resources, creating bottlenecks where reviewers must evaluate hundreds of applications in tight timeframes. The hosts explain how AI tools can bring consistency to evaluation, remove human bias, and dramatically speed up document processing while maintaining quality. They outline specific AI applications in admissions including document verification, essay evaluation, and transcript analysis, emphasizing that the goal is to enhance human judgment rather than replace it. The Admissions Crunch: Record Application Numbers (00:00:57) NYU received 120,000 applications this year, the most for any private university University of Texas at Austin saw a 24% increase in applications University of Washington experienced 57% growth over five years Harvard received 60,000 applications for just 2,000 spots The Human Workload Problem (00:02:46) Average public university has 60 new students per staff member Application-to-staff ratio can reach 600-650 for selective schools Each application takes 15-30 minutes to review Staff often have multiple responsibilities beyond application review The Student Experience Impact (00:06:08) Long waiting times affect student decision-making Speed to response is critical for enrollment strategy Reducing review time from 45 days to 24 hours can increase enrollment Early decisions are a competitive advantage for institutions How College Admissions Work (00:08:12) Holistic admissions evaluate academic achievement, personal statements, extracurriculars Rolling admissions focus on meeting basic criteria with rapid turnaround Both processes involve significant manual review Consistency and speed are major challenges AI Advantages in the Admissions Process (00:11:24) Consistency and fairness through uniform evaluation standards AI applies the same criteria consistently across all applications Removes human bias that can affect evaluation outcomes Maintains evaluation standards even with reviewer fatigue AI Technology in Document Processing (00:14:54) Optical Character Recognition (OCR) digitizes documents efficiently Natural Language Processing (NLP) analyzes qualitative aspects of applications Multimodal models like Gemini 2.0 extract data from documents accurately Reasoning models can evaluate applications based on specific criteria Current State of AI in Admissions (00:17:53) OCR technology for transcript scanning exists but is limited Some schools use data extraction when loading information into CRMs Few comprehensive solutions integrate all aspects of AI evaluation Technology is just becoming available for full-scale implementation Technical Applications of AI in Admissions (00:19:17) Document verification automates checking for completeness and accuracy Essay evaluation can extract themes about student readiness Course equivalency mapping connects courses across institutions Transcript evaluation helps with transfer credits and placement Admissions as a Rubric (00:25:37) Admissions decisions are based on measurable criteria Criteria can be objective (in-state status) or subjective (leadership qualities) Digital application review transforms criteria into software evaluations AI can work effectively with rubric-based evaluation systems Element451's AI-Powered Admissions Approach (00:29:08) AI agent ingests institutional rubrics and evaluation criteria System analyzes all submitted documents through data extraction Provides scores and reasoning for each evaluation criterion Places AI recommendation alongside human evaluation The Future: Your First Read is Your Second Read (00:31:08) AI provides efficient, fair, consistent and scalable admissions process Goal is to enhance human judgment, not replace it Removes human bias while maintaining quality evaluation Frees staff time for personal interaction with prospective students - - - - 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! 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…

Generation AI

1
The State of Personal AI Agents: Manus, Deep Research, Perplexity, Grok, Lovable, Cursor, Lindy.ai, and the Future of Autonomous Workflows 37:10

5 weeks sitten37:10

37:10

In this episode of Generation AI, hosts JC Bonia and Ardis Kadiu explore the rapidly evolving landscape of personal AI agents. They analyze four types of agents - general task agents, researcher agents, workflow agents, and code generation agents - before diving into the recent sensation around Manus AI. The hosts discuss how AI agents are shifting from simple task execution to complex autonomous workflows, potentially transforming how work gets done across industries. The conversation highlights a critical turning point where AI can now operate with minimal human supervision, challenging previous assumptions about the "human in the loop" paradigm. Introduction to AI Agents and Recent Developments (00:00:00) JC and Ardis introduce the episode's focus on AI agents Brief mention of Manus AI creating waves in the tech world Setting the stage for understanding personal AI agents in 2025 Discussion of how these agents will shape workflows and productivity The Evolution of AI Agents (00:01:48) The shift from frontier models to foundational agent AI How 2023 saw the emergence of autonomous personal agents Requirements for agents: reasoning, adaptation, and action capabilities Time compression in AI development with DeepSeek and Grok 3 Categories of Personal AI Agents (00:05:52) Four main types of agents identified by the hosts General task agents for personal productivity and scheduling Researcher agents for deep knowledge gathering and synthesis Workflow agents for orchestrating multi-step processes Code generation agents for software development Deep Research Agents in Action (00:09:41) Ardis shares how research agents have changed his workflow Examples of using AI for market research and data gathering Tools like Perplexity offering free research capabilities Claude and Gemini providing deep research features The value of referenced, data-backed insights for decision making Workflow Agents: Connecting the Pieces (00:15:10) Explanation of how workflow agents orchestrate multiple processes Zapier and Make.com for workflow automation Relevance for personalization Lindy.ai for Gmail integration and automation The ability to mix and match between different LLMs for optimal results Code Generation Agents (00:18:00) The acceleration of AI code writing capabilities Reference to Anthropic CEO's claim about AI writing 90% of code soon Cursor and Anthropic Code Agent tools Lovable - no-code solution for building applications Bolt as another code generation platform Introduction to "vibe coding" - collaborating with AI on code without technical expertise Manus AI: A Game-Changing Personal Agent (00:24:45) Overview of what makes Manus different from previous agents The massive waitlist and $10,000 access codes showing huge demand How Manus provides autonomous task execution with minimal human input The open-source alternative "Anus" created using Manus itself The ability to work continuously in the background and notify when complete The Future of Work with Autonomous Agents (00:32:16) Implications for knowledge work and job roles The shift from "human in the loop" to "human as supervisor" models Ardis acknowledging the difficulty in claiming AI won't replace certain roles Discussion about which jobs might remain relevant in the AI future How autonomous agents are changing organizational design Closing Thoughts on the AI Landscape (00:39:34) Reflection on how major AI releases create excitement and commercialization races Anticipation of more autonomous agent solutions following Manus The rapid pace of change in the AI space How these tools will continue to democratize access to advanced capabilities Expectations for what might emerge in the coming months - - - - 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! 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…

Generation AI

1
Goodbye Chatbots, Hello Voice AI Agents 42:20

6 weeks sitten42:20

42:20

In this exciting episode of Generation AI, hosts Ardis Kadiu and Dr. JC Bonia examine the rapid evolution of voice AI agents and their impact on higher education. They spotlight Sesame, a new open-source voice model that crosses the "uncanny valley" with its remarkably human-like speech capabilities. The hosts demonstrate these advanced voice technologies live and discuss how they're already transforming student support services, enrollment management, and call centers. As voice becomes the primary interface for AI interaction, colleges must adapt to meet student expectations for 24/7 instant support while maintaining an authentic, empathetic experience. The Voice AI Revolution Arrives (00:00:00) Introduction to the rapidly evolving voice AI landscape in spring 2025 Shift from text-based prompting to voice as the primary AI interface Voice modes now standard in major AI platforms (ChatGPT, Gemini, Perplexity) Growing prevalence of AI voice agents in customer service contexts Introducing Sesame: Breaking the Internet (00:02:00) Overview of Sesame, an ultra-realistic, open-source AI voice model How Sesame differentiates from previous voice technologies The significance of its open-source MIT license for wider adoption Crossing the "uncanny valley" with human-indistinguishable speech Live Demonstration with Maya (00:09:00) Interactive conversation with the Sesame voice model "Maya" Demonstrations of emotional range, empathy, and conversational realism Role-play examples showing versatility for higher education scenarios Showcasing natural pauses, breathing patterns, and emotional intelligence Technical Approaches to Voice AI (00:14:00) Comparison of different voice technology architectures Traditional pipeline: Speech-to-Text → LLM processing → Text-to-Speech Native voice models: direct voice-to-voice processing How end-to-end approaches improve latency, accuracy, and emotional context Parallels to human language processing and bilingual thinking Voice AI Providers and Implementation (00:18:00) Overview of key players in the voice AI market (11Labs, OpenAI, Meta) Recent announcements including Llama 4's voice capabilities Building voice agent systems that minimize latency Multi-channel implementation strategies beyond traditional phone calls Higher Education Use Cases (00:25:00) Enrollment support with multilingual family communication 24/7 student services that match student productivity patterns Integration across multiple communication channels Voice as a natural query interface on campus Enhancing accessibility while maintaining personalization Transforming Call Centers (00:30:00) How voice AI is replacing traditional IVR phone trees Benefits of AI-powered routing without human limitations Cost-saving potential with AI handling 30-50% of calls Eliminating wait times during peak periods like financial aid season Parallel processing capabilities versus sequential human staffing Balancing Technology and Responsibility (00:38:00) Ethical considerations for voice AI implementation Importance of accurate information delivery How human staff can focus on more complex, high-value interactions Real-world implementations at Johnson Community College and other institutions Looking ahead to continued voice technology improvements - - - - 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! 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…

Generation AI

1
AI Trust, Eval Frameworks, and Why Data Quality Matters 41:30

6 weeks sitten41:30

41:30

In this episode of Generation AI, hosts JC and Ardis tackle one of the most pressing concerns in higher education today: how to trust AI outputs. They explore the psychology of trust in technology, the evaluation frameworks used to measure AI accuracy, and how Retrieval Augmented Generation (RAG) helps ground AI responses in factual data. The conversation offers practical insights for higher education professionals who want to implement AI solutions but worry about accuracy and reliability. Listeners will learn how to evaluate AI systems, what questions to ask vendors, and why having public-facing content is crucial for effective AI implementation. Introduction: The Trust Challenge in AI (00:00:06) JC Bonilla and Ardis Kadiu introduce the topic of trusting AI outputs Contrasting traditional predictive modeling metrics with new AI evaluation methods Understanding that trust is both earned and lost through interactions The Psychology of Trust in AI (00:03:35) How human psychology frameworks for trust transfer to technology Challenge appraisal (seeing AI as enhancement) versus threat appraisal (seeing AI as risky) Example: How autonomous driving shows trust being built or lost through micro-decisions The importance of making AI systems more predictable to humans Evaluating AI Outputs: The Evals Framework (00:11:41) Moving from traditional machine learning metrics to new evaluation methods How OpenAI Evals works as a standard for measuring AI performance Creating test sets with thousands of variations to check AI outputs The concept of "AI checking on AI" for more thorough evaluation Element451's achievement of 94-95% accuracy rates on their evaluations Retrieval Augmented Generation (RAG) Explained (00:27:23) RAG as an "open book exam" approach for AI systems How data is processed, categorized, and made searchable The importance of re-ranking information to find the most relevant content How multiple documents can be combined to create accurate answers Addressing Common AI Trust Concerns (00:33:31) Reducing hallucinations through proper grounding in source material Why "garbage in, garbage out" fears are often overblown Using public-facing content as reliable data sources The value of traceable sources in building confidence in AI responses Conclusion: Building Earned Trust (00:38:11) Trust in AI comes from reliability and transparency The importance of asking the right questions when selecting AI partners How to distinguish between companies just talking about AI versus implementing best practices - - - - 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! 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…

Generation AI

1
FERPA & AI: What Higher Ed Needs to Know 31:46

7 weeks sitten31:46

31:46

In this episode of Generation AI, Ardis Kadiu and Dr. JC Bonilla unpack FERPA—the Family Educational Rights and Privacy Act—and its critical role in protecting student data within AI-driven educational tools. They clarify common misunderstandings around FERPA compliance, specifically addressing the handling of AI-powered student engagement platforms, chatbots, and data security practices. Learn how institutions can effectively utilize AI while safeguarding student privacy and maintaining compliance. Understanding FERPA Basics (00:00:07) Introduction of the topic based on questions from the AI Engagement Summit FERPA stands for Family Educational Rights and Privacy Act Federal law enacted in 1974 that protects privacy of student educational records Applies to institutions receiving US Department of Education funding Grants students (or parents of minors) rights regarding their educational records What Constitutes Educational Records Under FERPA (00:07:33) Academic records including grades, transcripts, and course enrollment Personally identifiable information (PII) such as names, student IDs, birthdates Disciplinary records and counseling information Financial aid and billing information Student communications with advisers, faculty, and staff Institutions must maintain control and prevent unauthorized disclosure FERPA Compliance for Engagement Tools (00:08:52) Student data must remain protected from unauthorized access Information cannot be used for unintended purposes outside institutional contracts Data must remain under the institution's control at all times The "school official exception" allows third-party vendors to access data Vendors must perform services the school would otherwise use its own staff for Schools must maintain direct control over records use and maintenance Vendor Contracts and FERPA Compliance (00:13:01) Contracts must clearly state vendors act as school officials bound by FERPA Vendors cannot use student records outside the scope of their contracts Institutions must retain full control over how student data is accessed Importance of granular access controls and role-based permissions Vendors should not use student data to train AI models without specific permission Data minimization principles should be followed in all AI processes Data Security Requirements (00:15:51) Encryption requirements for data in transit and at rest Importance of multifactor authentication Access logging to track who interacts with data Data deletion and retention policies must be clearly defined Vendors should have clear procedures for data deletion after contract ends Audits and Compliance Monitoring (00:16:40) Vendors should comply with security and privacy standards Regular security audits and compliance reviews by third parties The importance of SOC 2 Type 2 certification as the gold standard Institutions' rights to conduct independent security audits AI-Specific FERPA Concerns (00:18:50) Chatbots and AI assistants must follow proper verification protocols AI-powered tools must adhere to role-based access permissions Risks of using public AI tools like ChatGPT with student data Directory vs. non-directory information distinctions The dangers of uploading student data to non-FERPA compliant AI tools AI Training and Data Use Risks (00:24:00) Many AI models store and use interactions for training Risks of unauthorized retention of student records Importance of checking data retention policies in AI tools Free versions of AI tools typically don't offer data protection options Paid versions may have data retention turned on by default Element451's FERPA Compliance Approach (00:26:28) SOC 2 Type 2 compliance with third-party verification Data encryption in transit and at rest with additional field-level encryption Multifactor authentication enforcement Identity verification in AI chatbots before sharing any personal information No training on user data and anonymization of activity data Institution control over data deletion and visibility of all records AI inherits institutional security policies and access controls Closing Thoughts (00:29:39) The importance of understanding FERPA in the AI context Building trust through proper compliance Addressing misinformation around FERPA and AI Invitation for listeners to suggest future topics - - - - 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! 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…

Generation AI

1
AI Agents are Here: What this Means for Higher Education (Engage AI Summit Keynote) 1:11:51

8 weeks sitten1:11:51

1:11:51

Episode Summary: In this special keynote episode, hosts Ardis Kadiu and JC Bonilla discuss how Agentic AI is transforming higher education by evolving AI from simple tools to proactive teammates. They explore the journey from generative AI to sophisticated multi-agent systems, emphasizing how these technologies can significantly enhance student engagement, recruitment, and research productivity. With practical strategies and insights, this episode is essential for higher education professionals eager to implement AI for strategic growth and operational efficiency. Show Notes: Introducing Agentic AI in Higher Education (00:00:00) The shift from traditional AI tools to proactive teammates Why institutions must adopt agentic AI to meet rising student expectations Competitive advantages for early adopters in higher education The Evolution of AI: From Perception to Agentic Systems (00:04:00) The development from perception AI to generative AI, and now agentic AI Agentic AI's capability to reason, adapt, and act autonomously Practical differences between traditional chatbots and agentic systems Real-World Applications of Agentic AI (00:19:00) Examples of Google's Gemini and ChatGPT's deep research functionalities AI co-scientists accelerating research timelines from years to minutes Agentic AI’s role in automating complex student recruitment campaigns Multi-Agent Collaboration and the "TACO" Framework (00:42:00) Explanation of AI agent roles: Taskers, Assistants, Collaborators, and Orchestrators How multi-agent systems scale operations in education The benefits of vertical AI solutions versus horizontal tools Building and Managing Your AI Workforce (00:53:00) AI agents as junior virtual coworkers and the implications for staffing Evaluating success with AI: Performance, financial outcomes, and organizational impacts Preparing institutions culturally and technically for AI implementation Future of Work and AI Skills Development (01:00:00) The rise of AI specialists and the importance of AI readiness Human roles evolving from direct tasks to orchestration and management How institutions can successfully onboard and manage AI teammates - - - - 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! 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…

Generation AI

1
Grok-3, Reasoning Models, and the Path to AI Agents 42:13

9 weeks sitten42:13

42:13

In this episode of Generation AI, hosts Ardis Kadiu and JC Bonilla examine the groundbreaking impact of XAI's new Grok-3 model. Released just 60 days after Grok-2, this AI system is making waves by outperforming competitors in multiple categories, from coding to creative writing. The hosts explain why Grok-3's reasoning capabilities mark a significant shift in AI development, moving beyond simple chatbots toward truly autonomous agents. They explore how XAI achieved this rapid advancement in just 15 months and discuss what it means for consumers, businesses, and higher education as AI models become more powerful, more accessible, and more integrated into everyday tools. Catching Up and Conference Highlights (00:00:06) Hosts Ardis Kadiu and JC Bonilla catch up on recent activities JC shares his experience using AI as a running coach Ardis discusses his presentation at the Achieving the Dream conference Discussion of an emotional AI interaction that resonated with the audience Introduction to Grok-3 (00:05:00) Overview of Grok-3, the new AI model from XAI (Elon Musk's AI company) Explanation of XAI as a competitor to OpenAI, Anthropic, and Google Discussion of how Grok-3 is "breaking the internet" with its capabilities Outline of the episode's focus on reasoning-based AI and its implications The Rapid Acceleration of AI Development (00:07:16) Analysis of XAI's remarkable timeline: from startup to frontier model in 15 months Comparison to OpenAI's 8-year development timeline Details on Grok-3's training: 100,000+ NVIDIA H100 GPUs and 200 million GPU hours Discussion of how this speed of progress is reshaping the AI landscape Evaluating Grok-3's Performance (00:12:39) Explanation of how Chatbot Arena provides real human evaluation of AI models Grok-3 achieved the highest score ever in Chatbot Arena (1403) Breakdown of categories where Grok-3 ranks #1: hard prompts, coding, math, creative writing Ardis shares his personal experience using Grok-3 What Makes Grok-3 Different (00:18:09) Explanation of "Big Brain Mode" and advanced reasoning capabilities Discussion of real-time knowledge and Twitter/X integration Comparison with other models like GPT-4 and Gemini Analysis of how its reasoning allows for self-correction and reduced hallucinations Strategic Advantages of Grok-3 (00:23:37) Integration into Tesla vehicles and the X platform How built-in access creates a direct user funnel Discussion of the multimodal capabilities, including the new voice mode Analysis of how these integrations give XAI unique advantages in the market The Path to Autonomous AI Agents (00:27:38) Why chatbots are just a stepping stone to autonomous AI agents Explanation of how reasoning models break down problems into sub-steps Discussion of how this leads to more human-like thinking and problem-solving The "reason, adopt, and action" loop in advanced AI systems Real-World Applications of Reasoning AI (00:30:15) Educational applications: complex problem solving and personalized learning Research benefits: literature review, data analysis, and hypothesis generation Discussion of real-time information access through X/Twitter integration How these models can save users hundreds of hours of work The Competitive AI Landscape (00:33:29) Price comparison between OpenAI's ChatGPT Pro ($200/month) and Grok ($20/month) Mention of Perplexity's free deep search capabilities Discussion of how competition is improving AI experiences for users Predictions about accelerated timelines for GPT-5, Grok-4, and Gemini 3 Implications for Higher Education and Consumers (00:38:10) How better reasoning models will lead to improved AI products Discussion of vertical-specific workflows being developed Reduction in hallucinations making AI more reliable for critical tasks Promotion of Element451's AI Engaged Summit (February 25-26) Closing Thoughts (00:39:46) JC reflects on the need to try new AI tools rather than sticking with favorites Discussion of how rapid innovation affects consumer loyalty in AI Encouragement for listeners to provide feedback and engage with the podcast Information about the Enrollify podcast network - - - - 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! 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…

Generation AI

1
AGI Timeline: OpenAI's Bold Claims Meet Anthropic's Economic Index 47:33

10 weeks sitten47:33

47:33

In this compelling episode, hosts JC Bonilla and Ardis Kadiu examine the stark contrast between Sam Altman's optimistic AGI predictions and Anthropic's real-world AI usage data. While Altman forecasts a future where AGI brings super-exponential economic growth and widespread benefits, Anthropic's study reveals current AI adoption is concentrated in specific sectors and wage brackets. The hosts break down why this gap exists and what it means for AI's future timeline. This episode offers essential insights for anyone trying to reconcile bold AGI predictions with today's practical AI implementation challenges. Introduction and Context Setting (00:00:07) Welcome and introduction of hosts Mention of previous successful series on Agentic AI Overview of episode focus on Sam Altman's blog and Anthropic's economic index Sam Altman's Three Key Claims (00:05:18) AI intelligence scales with investment and resources Cost of AI falls approximately 10x every 12 months Socioeconomic value increases super-exponentially Discussion of implications for AI development speed Anthropic's Data-Driven Findings (00:08:46) 36% of occupations use AI for at least 25% of their tasks Highest adoption in software development and analytics Peak usage in mid to high-wage jobs Analysis of actual AI implementation patterns Automation vs. Augmentation Debate (00:21:46) 57% of AI use cases are augmentative 43% focus on automation Discussion of why augmentation currently dominates Analysis of technical limitations and error rates Economic Impact and Adoption Patterns (00:31:13) Analysis of AI benefit distribution across wage levels Discussion of adoption barriers in different sectors Comparison to historical technology adoption patterns Impact on economic mobility and job displacement Future Outlook and Infrastructure Needs (00:37:02) Discussion of AI democratization efforts Analysis of required infrastructure investments Importance of AI fluency across disciplines Role of government and public infrastructure in AI access Closing Thoughts and Recommendations (00:42:26) Emphasis on importance of AI training and reskilling Discussion of AI as essential infrastructure Call to action for early adoption and implementation Summary of key takeaways for higher education professionals - - - - 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! 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…

Generation AI

1
AI's Sputnik moment + Deepseek, CSU partners with OpenAI, ChatGP Operator + Deep Research 43:26

11 weeks sitten43:26

43:26

In this packed episode of Generation AI, hosts Ardis Kadiu and Dr. JC Bonilla break down three major developments shaking up AI in higher education. They analyze California State University's groundbreaking partnership with OpenAI to provide ChatGPT Enterprise to over 500,000 students across 23 campuses. The hosts also dig into DeepSeek's stunning $6 million AI model that's disrupting the market and sparking what some call AI's "Sputnik moment." Finally, they explore OpenAI's latest innovations including Operator and Deep Search, showing how these AI agents are transforming research and automation. This episode offers essential insights for higher education professionals trying to understand how these rapid AI developments will impact their institutions. CSU's Game-Changing OpenAI Partnership (00:01:36) Partnership brings ChatGPT Enterprise to 500,000+ students across 23 campuses Creation of AI Common Hub for centralized tools and training Focus on faculty empowerment and workforce development through AI Implementation challenges across a large, distributed system The Past Three Weeks in AI (00:13:23) Discussion of recent developments in AI technology Analysis of rapid acceleration in AI capabilities Impact on higher education and institutional adoption DeepSeek: AI's Sputnik Moment (00:13:55) Introduction of DeepSeek's new AI model and its capabilities Analysis of the $6 million training cost breakthrough Discussion of geopolitical implications and US-China AI competition Explanation of open source model vs. hosted service distinctions OpenAI's New Agent Technologies (00:25:11) Introduction of OpenAI's scheduled tasks feature Analysis of Operator: AI-powered browser automation Discussion of security and trust considerations Real-world applications in higher education Deep Search: The Research Revolution (00:34:52) Detailed breakdown of OpenAI's Deep Search capabilities Comparison with Google's Gemini Deep Research Real-world example of ICP research automation Cost-benefit analysis of AI research tools Impact on academic and professional research Looking Ahead: AI in Higher Education (00:41:11) Discussion of future implications for institutions Integration challenges and opportunities Importance of AI literacy and training Upcoming AI Engaged Summit announcement - - - - 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! 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…

Generation AI

1
Moving from Assistants to an AI Workforce 42:22

12 weeks sitten42:22

42:22

In this final episode of a three-part series, hosts JC Bonilla and Ardis Kadiu explore how AI is transforming the workplace in higher education. They discuss the emergence of AI as digital workers, examining how these systems are evolving from simple task automation to becoming integral team members. The hosts share insights on managing AI workers, the changing role of human employees, and what this means for the future of work in education. This episode offers valuable perspective for education professionals looking to understand and prepare for a workplace where humans and AI collaborate as teammates. Series Recap and Context Introduction to the third episode on AI workforce evolution Overview of previous episodes on agentic systems and multi-agent frameworks Introduction of the TACO framework: Taskers, Assistants, Collaborators, Orchestrators Understanding AI Workers Definition of AI workers as digital teammates Comparison between human employees and AI workers Discussion of how AI workers integrate into organizational structures Analysis of bottom-up approach to AI implementation AI Worker Management Treating AI systems as employees with goals and performance metrics Importance of onboarding and training AI workers Need for continuous evaluation and maintenance Discussion of autonomous versus assisted AI work Real-World Applications Example of AI admissions counselor implementation Analysis of how AI can handle application evaluations Discussion of automation in admission processes Comparison with traditional human evaluation methods Management Hierarchy and AI Exploration of AI in management roles Discussion of complexity in decision-making Analysis of current limitations in AI management capabilities Future possibilities for AI in leadership positions Human Role in AI Workplace Shift from task execution to strategic thinking World Economic Forum's Future of Jobs report insights Discussion of skills needed in AI-enhanced workplace Focus on human skills like emotional intelligence and creativity Challenges and Considerations Governance and oversight requirements 24/7 productivity expectations and limitations Trust and accountability frameworks Need for continuous learning and adaptation Future Outlook and Implementation IT as the new HR in managing AI workers Importance of reskilling existing workforce Discussion of hybrid human-AI collaboration Vision for future workplace dynamics Closing Thoughts Summary of key takeaways Importance of embracing AI collaboration Call for audience engagement and feedback Looking ahead to future developments - - - - 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! 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…

Generation AI

1
Multi-Agent AI Systems 49:34

13 weeks sitten49:34

49:34

In this second installment of a three-part series, hosts JC Bonilla and Ardis Kadiu examine how multiple AI agents can work together as coordinated teams. Using Element's Campaign Manager as a real-world example, they show how AI agents can mirror human marketing team structures and workflows. The hosts break down ROI measurement frameworks for these systems and discuss why higher education is still in early adoption. Through practical examples and clear explanations, this episode helps listeners understand the shift from single AI assistants to collaborative AI systems that can handle complex, multi-step tasks. Series Context and Episode 1 Recap (00:00:06) Continuation of 3-episode series on AI agents Episode 1 became required listening at Element Foundation concepts: reason, adapt, and action Vertical vs horizontal AI solutions approach Multi-Agent Systems Explained (00:08:12) Breakdown of agent vs assistant definitions How specialized agents work together Task distribution and hierarchy systems Comparison to human organizational structures Campaign Manager Case Study (00:10:09) Element's real-world implementation example Multiple specialized roles working together: Campaign strategist agent Content writer agent Art director agent HTML builder agent How agents pass work between each other Integration with existing systems ROI Measurement Frameworks (00:27:00) Three approaches to measuring success: Performance comparison with human work Financial outcomes and cost savings Organization-wide productivity gains How AI changes work output benchmarks New metrics for productivity measurement Industry Adoption Analysis (00:35:41) Current state of multi-agent implementation Examples from marketing, engineering, customer support Higher education adoption challenges Need for institutional mindset changes Human Role Evolution (00:40:25) Changes in day-to-day work with AI support Shift from individual work to AI orchestration Impact on job roles and responsibilities Future of human-AI collaboration Episode 3 Preview (00:45:46) Coming discussion on AI workforce management Organizational change considerations IT departments' evolving role Future workplace predictions Research-based insights on AI integration - - - - 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! 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…

Generation AI

1
Building the Agentic AI Framework 1:02:48

14 weeks sitten1:02:48

1:02:48

In this opening episode of a strategic three-part series, JC Bonilla and Ardis Kadiu introduce Element451's groundbreaking agentic framework for higher education. They explain how modern AI systems that can reason, adapt, and act are transforming student engagement. The episode lays the technical and operational foundation for understanding AI agents in education, setting up deeper discussions of multi-agent collaboration and AI workforce development in subsequent episodes. For education leaders preparing for AI integration in 2025, this episode provides essential context and practical insights. Series Introduction (00:00:07) Overview of the three-part series structure Context of 2025 planning initiatives Introduction to agentic AI concepts Understanding Modern AI Agents (00:06:10) Definition of agentic AI systems Evolution from basic agents to modern AI Core capabilities: reasoning, adaptation, and action Comparison with traditional automation Element451's Agentic Framework (00:25:02) Five core principles for implementation: Seamless system integration Human-in-the-loop design Proactive and reactive capabilities Modular architecture Measurable impact Technical Architecture Deep Dive (00:35:57) Framework components and building blocks Role of tools and skills Context and memory management Development of specialized AI assistants Safety and Control Mechanisms (00:46:17) Implementation of protective guardrails Compliance with educational standards Reflection loops for improvement Performance measurement systems Framework Benefits and Applications (00:54:23) Impact on student engagement Operational efficiency improvements Integration with existing workflows Connection to future episodes Looking Ahead (01:00:08) Preview of multi-agent collaboration Introduction to AI workforce concepts Role of IT teams in AI management Organizational transformation potential - - - - 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! 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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