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  • AI Reasoning: How Machines Think and Learn

    AI Reasoning: How Machines Think and Learn
    2024/09/17
    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 AITypes of Reasoning in AI (00:07:03)Explanation of deductive, inductive, abductive, and common sense reasoningHow these reasoning types are applied in AI systemsExplainable AI (XAI) (00:15:54)Definition and importance of explainable AIExample of XAI in loan application processesDiscussion on transparency, fairness, and model improvementNeurosymbolic AI (00:24:26)Integration of neural networks and symbolic reasoningExample of neurosymbolic reasoning in medical diagnosisBenefits of combining deep learning with domain-specific expertiseHuman-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 oversightAI 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 systemsLLMs 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 capabilitiesOpenAI'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 systemsThe 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 predictConclusion 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 Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! 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. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI’s impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you’re looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.
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    40 分
  • OpenAI's o1 Model: A Leap Forward in AI Reasoning

    OpenAI's o1 Model: A Leap Forward in AI Reasoning
    2024/09/13
    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 approachesTechnical 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-4Impact 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 scenariosReasoning 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 technologyThe 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 processesClosing 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 Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! 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. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI’s impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you’re looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.
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    54 分
  • 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
    2024/09/10
    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 reportUse 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 #5Dominant 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 usersChina'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 applicationsEmerging 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 suggestionsGlobal Distribution of AI Innovation (00:31:10)Discussion of the geographical spread of AI innovationMention of surprising tech hubs like Florida and PolandThe 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 adoptionClosing 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 Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! 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. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI’s impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you’re looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.
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    37 分
  • 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
    2024/09/03
    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 Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! 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. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI’s impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you’re looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.
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    49 分
  • AI Agents 101: The Building Blocks of Intelligent Student Engagement (part 1)

    AI Agents 101: The Building Blocks of Intelligent Student Engagement (part 1)
    2024/08/27
    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 behaviorsKey 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 processesEnhancing 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 retrievalChallenges in AI Agent Development (00:10:31)Managing complex tasks and multi-step processesCoordinating multiple specialized AI agentsEnsuring relevant and timely responses from AI systemsThe 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 systemsPreparing 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 processesLooking 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 Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! 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. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI’s impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you’re looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.
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    33 分
  • 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)
    2024/08/27
    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 journeyCurrent Challenges in Student Recruitment (00:03:45)Limitations of traditional marketing automation workflowsThe complexity of managing long-term student engagementDifficulties in personalizing communication at scaleImplementing 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 interventionPersonalization 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-makingTechnical 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 systemsThe 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 systemsPractical 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 Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! 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. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI’s impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you’re looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.
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    42 分
  • AI in Cybersecurity: Inside the CrowdStrike Crash

    AI in Cybersecurity: Inside the CrowdStrike Crash
    2024/08/20
    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 IncidentOverview 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 glitchesUnderstanding Enterprise Software DeploymentsExplanation 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 deploymentsAI and CybersecurityExploration 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 systemsSoftware Testing and AIOverview 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 systemsThe Future of AI in Enterprise SoftwareExploration 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 failuresOpen Source and Transparency in AIBrief 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 Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! 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. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI’s impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you’re looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.
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    31 分
  • Navigating AI Vendor Selection in Higher Ed

    Navigating AI Vendor Selection in Higher Ed
    2024/08/13
    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 EducationRecognize 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 developingLessons from the LA Unified School District AI ProjectLarge-scale AI projects carry significant risksProper scoping and realistic expectations are essentialConsider starting with smaller, focused AI initiatives before scaling upEvaluating AI Vendors: Beyond the HypeLook 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 experiencesUnderstanding the True Cost of AI ImplementationBudget 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 institutionData Considerations in AI ProjectsAssess 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 initiativesThe 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 POCsChange Management and AI AdoptionPrepare for organizational changes when implementing AIInvolve stakeholders early in the AI adoption processView AI as a tool for transformation, not just process automationChoosing the Right AI Partner for Your InstitutionLook for partners with higher education experience and understandingPrioritize vendors who offer both technological and strategic supportBuild partnerships based on shared goals and long-term visionA Guide to Selecting the Perfect AI Chatbot - - - -Connect With Our Co-Hosts:Ardis Kadiuhttps://www.linkedin.com/in/ardis/https://twitter.com/ardisDr. JC Bonillahttps://www.linkedin.com/in/jcbonilla/https://twitter.com/jbonillxAbout The Enrollify Podcast Network:Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! 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. Element451 is hosting the AI Engage Summit on Oct 29 and 30Register now for this free, virtual event.The future of higher ed is being redefined by the transformative power of AI. The AI Engage Summit brings together higher ed leaders, innovators, and many of your favorite Enrollify creators to explore AI’s impact on student engagement, enrollment marketing, and institutional success. Experience firsthand how AI is improving content personalization at scale, impacting strategic decision-making, and intuitively automating the mundane tasks that consume our time. The schedule is packed with real examples and case studies, so you leave knowing how to harness AI to drive meaningful change at your institution. Whether you’re looking to enhance student outcomes, optimize enrollment marketing, or simply stay ahead of the curve, the AI Engage Summit is your gateway to the next level of higher education innovation. Registration is free, save your spot today.
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    35 分