Generation AI

著者： Ardis Kadiu Dr. JC Bonilla
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  • GenerationAI 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, "GenerationAI" 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, "GenerationAI" 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. "GenerationAI" isn't just about understanding AI – it's about being part of the AI revolution in education. Tune in, get informed, and be inspired to innovate in your educational space with the power of AI.
    2024 Generative AI - Enrollify Network
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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

あらすじ・解説

GenerationAI 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, "GenerationAI" 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, "GenerationAI" 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. "GenerationAI" isn't just about understanding AI – it's about being part of the AI revolution in education. Tune in, get informed, and be inspired to innovate in your educational space with the power of AI.
2024 Generative AI - Enrollify Network
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