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Vectara’s Mission To Make AI Enterprise Ready & Hallucination-Free

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How AI Helps You Code BETTER

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Terry Sejnowski on OpenAI's ChatGPT

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01:00:28

Terry Sejnowski on The Future of AI, ChatGPT & Deep Learning

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,This episode of Eye on AI is sponsored by Citrusx. Unlock reliable AI with Citrusx! Our platform simplifies validation and risk management, empowering you to make smarter decisions and stay compliant. Detects and mitigate AI vulnerabilities, biases, and errors with ease. Visit http://email.citrusx.ai/eyeonai to download our free fairness use case and see the solution in action. --------------------------------------------------------------------------------------------------------------------------- In this episode of the Eye on AI podcast, Terry Sejnowski, a pioneer in neural networks and computational neuroscience, joins Craig Smith to discuss the future of AI, the evolution of ChatGPT, and the challenges of understanding intelligence. Terry, a key figure in the deep learning revolution, shares insights into how neural networks laid the foundation for modern AI, including ChatGPT’s groundbreaking generative capabilities. From its ability to mimic human-like creativity to its limitations in true understanding, we explore what makes ChatGPT remarkable and what it still lacks compared to human cognition. We also dive into fascinating topics like the debate over AI sentience, the concept of "hallucinations" in AI models, and how language models like ChatGPT act as mirrors reflecting user input rather than possessing intrinsic intelligence. Terry explains how understanding language and meaning in AI remains one of the field’s greatest challenges. Additionally, Terry shares his perspective on nature-inspired AI and what it will take to develop systems that go beyond prediction to exhibit true autonomy and decision-making. Learn why AI models like ChatGPT are revolutionary yet incomplete, how generative AI might redefine creativity, and what the future holds for AI as we continue to push its boundaries. Don’t miss this deep dive into the fascinating world of AI with Terry Sejnowski. Like, subscribe, and hit the notification bell for more cutting-edge AI insights! Stay Updated: Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI —--------------—--------------—--------------—--------------—--------------—--------------—-------------- (00:00) Introduction to Terry Sejnowski and His Work (03:02) The Origins of Modern AI and Neural Networks (05:29) The Deep Learning Revolution and ImageNet (07:11) Understanding ChatGPT and Generative AI (12:34) Exploring AI Creativity (16:03) Lessons from Gaming AI: AlphaGo and Backgammon (18:37) Early Insights into AI’s Affinity for Language (24:48) Syntax vs. Semantics: The Purpose of Language (30:00) How Written Language Transformed AI Training (35:10) Can AI Become Sentient? (41:37) AI Agents and the Next Frontier in Automation (45:43) Nature-Inspired AI: Lessons from Biology (50:02) Digital vs. Biological Computation: Key Differences (54:29) Will AI Replace Jobs? (57:07) The Future of AI

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Why is the Tech Industry Booming in Armenia?

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Is This The Future Is AI in Armenia?

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Is AI Research Falling Behind?

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01:01:01

Deep Dive Into The Breakthroughs & Challenges of AI Research | Hrant Khachatrian

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,This episode is sponsored by Netsuite by Oracle, the number one cloud financial system, streamlining accounting, financial management, inventory, HR, and more. Download NetSuite’s popular KPI Checklist, designed to give you consistently excellent performance - absolutely free at https://netsuite.com/EYEONAI Explore the frontiers of AI with Hrant Khachatrian and discover how Armenia is carving its niche in the global AI landscape on Eye on AI. In this episode, Hrant shares his journey from industry to academia, detailing the establishment of YerevaNN at a time when machine learning was scarcely present in Armenia. The discussion revolves around the challenges and breakthroughs in AI research, particularly in areas like natural language processing and clinical time series. Hrant also delves into his lab's efforts in developing deep learning algorithms for a wide array of applications, from electronic health records to image segmentation. His insights provide a unique perspective on the growth of AI research in Armenia and its global implications, so make sure you watch till the end. This episode is sponsored by Shopify. Shopify is a commerce platform that allows anyone to set up an online store and sell their products. Whether you’re selling online, on social media, or in person, Shopify has you covered on every base. With Shopify you can sell physical and digital products. You can sell services, memberships, ticketed events, rentals and even classes and lessons. Sign up for a $1 per month trial period at http://shopify.com/eyeonai Stay Updated: Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI (00:00) Preview and Introduction (02:03) Sponsorship: Netsuite by Oracle Evolution (04:40) Hrant's Journey: From Computer Science to Founding Yerevann ML Research Lab (06:15) What Are The Goals of Yerevann ML Research Lab? (11:33) Career Pathways in AI: Industry vs Academia (14:22) AI Development in Armenia: Challenges and Opportunities (21:41) Leveraging Compute Resources for AI Research (25:46) Drug Discovery and Aerial Navigation in AI (33:54) Exploring New Avenues of AI Research (41:15) Building a Global Research Community from Armenia (49:53) Future of AI Research: Potential Areas and Strategies (57:10) Closing Remarks

00:29:38

Deep Dive Into The Breakthroughs & Challenges of AI Research | Hrant Khachatrian

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,This episode is sponsored by Netsuite by Oracle, the number one cloud financial system, streamlining accounting, financial management, inventory, HR, and more. Download NetSuite’s popular KPI Checklist, designed to give you consistently excellent performance - absolutely free at https://netsuite.com/EYEONAI Explore the frontiers of AI with Hrant Khachatrian and discover how Armenia is carving its niche in the global AI landscape on Eye on AI. In this episode Hrant shares his journey from industry to academia, detailing the establishment of YerevaNN at a time when machine learning was scarcely present in Armenia. The discussion revolves around the challenges and breakthroughs in AI research, particularly in areas like natural language processing and clinical time series. Hrant also delves into his lab's efforts in developing deep learning algorithms for a wide array of applications, from electronic health records to image segmentation. His insights provide a unique perspective on the growth of AI research in Armenia and its global implications, so make sure you watch till the end. This episode is sponsored by Shopify. Shopify is a commerce platform that allows anyone to set up an online store and sell their products. Whether you’re selling online, on social media, or in person, Shopify has you covered on every base. With Shopify you can sell physical and digital products. You can sell services, memberships, ticketed events, rentals and even classes and lessons. Sign up for a $1 per month trial period at http://shopify.com/eyeonai Stay Updated: Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI (00:00) Preview and Introduction (02:03) Sponsorship: Netsuite by Oracle Evolution (04:40) Hrant's Journey: From Computer Science to Founding Yerevann ML Research Lab (06:15) What Are The Goals of Yerevann ML Research Lab? (11:33) Career Pathways in AI: Industry vs Academia (14:22) AI Development in Armenia: Challenges and Opportunities (21:41) Leveraging Compute Resources for AI Research (25:46) Drug Discovery and Aerial Navigation in AI (33:54) Exploring New Avenues of AI Research (41:15) Building a Global Research Community from Armenia (49:53) Future of AI Research: Potential Areas and Strategies (57:10) Closing Remarks

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Armenia's Secret in Educating AI Talent

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Can Universities Keep Pace with AI Advancements?

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Inside The Armenia’s Tech Revolution & Rise of AI Startups with Rem Darbinyan

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Is Amazon Shaping the Future of AI?

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Generative AI: Single Model to Rule Them All?

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The #1 Reason Generative AI is Hot Now | Vasi Philomin

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Behind the Scenes of Amazon's AI Breakthroughs | Vasi Philomin | Eye on AI #162

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Is Learning AI as Hard as It Seems?

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How is AI Redefining the Future of Advertising?

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Is AI Shaping the Next Generation of Robotics?

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AI in Robotics: How Does it Really Work?

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Who Really Controls AI's Future?

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Can the Right Policy Maker Change AI's Future? | Connor Leahy

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00:49:02

The Future of Generative AI at Amazon | Atul Deo | Eye on AI #160

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,This episode is sponsored by Shopify. Shopify is a commerce platform that allows anyone to set up an online store and sell their products. Whether you’re selling online, on social media, or in person, Shopify has you covered on every base. With Shopify you can sell physical and digital products. You can sell services, memberships, ticketed events, rentals and even classes and lessons. Sign up for a $1 per month trial period at http://shopify.com/eyeonai On episode #160 of Eye on AI, join Craig Smith as he sits down with Atul Deo, General Manager for Amazon Bedrock. This episode delves into Atul's journey in the tech world, from his beginnings in computer science and business to spearheading major AI-powered projects at Amazon. Atul shares his insights on the development and impact of Amazon Bedrock, a platform designed to democratize access to advanced AI models. He discusses the evolution of machine learning, the integration of AI in customer care through Amazon Connect, and the emergence of generative AI technologies like Amazon Code Whisperer. Learn about the challenges and breakthroughs in creating AI applications, the significance of large language models, and Atul's vision for the future of AI at Amazon. Don't forget to leave a 5-star rating on Spotify and a review on Apple Podcasts! Stay Updated: Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI (00:00) Preview and Introduction (03:30) Exploring Bedrock and Atul’s Professional Journey (07:14) Diving Deep into Code Whisperer and AI-Powered Coding (10:54) The Future of AI in Code Generation and Review (13:23) Unveiling Bedrock's API and Its Ecosystem (16:36) Retrieval Augmented Generation (RAG) in AI (21:51) The Evolution and Integration of Vector Databases in AI (25:29) Confronting the GPU Shortage and AI Scalability (29:32) The Landscape of Foundation Models and AI's Future (33:27) Broadening the Horizon: From Language to World Models (38:33) Closing Thoughts and Future of AI

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Can AI Smell Now?

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00:51:29

Building the AI-Driven Future of Robotics | Peter Chen | Eye on AI #159

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,This episode is sponsored by Oracle. AI is revolutionizing industries, but needs power without breaking the bank. Enter Oracle Cloud Infrastructure (OCI): the one-stop platform for all your AI needs, with 4-8x the bandwidth of other clouds. Train AI models faster and at half the cost. Be ahead like Uber and Cohere. If you want to do more and spend less like Uber, 8x8, and Databricks Mosaic - take a free test drive of OCI at https://oracle.com/eyeonai In episode #159 of Eye on AI, Craig Smith sits down with Peter Chen, the co-founder and CEO of Covariant, in a deep dive into the world of AI-driven robotics. Peter shares his journey from his early days in China to his pivotal role in shaping the future of AI at Covariant. He discusses the philosophies that guided his work at OpenAI and how these have influenced Covariant's mission in robotics. This episode unveils how Covariant is harnessing AI to build foundational models for robotics, discussing the intersection of reinforcement learning, generative models, and the broader implications for the field. Peter elaborates on the challenges and breakthroughs in developing AI agents that can operate in dynamic, real-world environments, providing insights into the future of robotics and AI integration. Join us for this insightful conversation, where Peter Chen maps out the evolving landscape of AI in robotics, shedding light on how Covariant is pushing the boundaries of what's possible. Stay updated: Craig Smith's Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI (00:00) Preview and Introduction (03:10) Peter Chen Journey in AI (09:53) The Evolution of Generative AI and Transformer Models (12:21) The Concept of World Models in AI (14:03) Building Robust Role Models in AI (20:48) Training AI: From Video Analysis to Real-World Interaction (23:10) The Three Pillars of Building a Robotic Foundation Model (27:36) Architectural Insights of Covariant's Foundation Model (33:20) Adapting AI Models to Diverse Hardware (35:01) The Future of Robotics: Progress and Potential (38:55) Real-World Application and Future of AI-Controlled Robots (42:11) Envisioning the Future of Automated Warehouses (45:51) The Evolution of Robotics: Current Trends and Future Prospects

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The Truth About AI Safety | Connor Leahy

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01:00:03

The Unspoken Risks of Centralizing AI Power | Connor Leahy | Eye on AI #158

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,This episode is sponsored by Netsuite by Oracle, the number one cloud financial system, streamlining accounting, financial management, inventory, HR, and more. Download NetSuite’s popular KPI Checklist, designed to give you consistently excellent performance - absolutely free at https://netsuite.com/EYEONAI On episode 158 of Eye on AI, host Craig Smith dives deep into the world of AI safety, governance, and open-source dilemmas with Connor Leahy, CEO of Conjecture, an AI company specializing in AI safety. Connor, known for his pioneering work in open-source large language models, shares his views on the monopolization of AI technology and the risks of keeping such powerful technology in the hands of a few. The episode starts with a discussion on the dangers of centralizing AI power, reflecting on OpenAI's situation and the broader implications for AI governance. Connor draws parallels with historical examples, emphasizing the need for widespread governance and responsible AI development. He highlights the importance of creating AI architectures that are understandable and controllable, discussing the challenges in ensuring AI safety in a rapidly evolving field. We also explore the complexities of AI ethics, touching upon the necessity of policy and regulation in shaping AI's future. We discuss the potential of AI systems, the importance of public understanding and involvement in AI governance, and the role of governments in regulating AI development. The episode concludes with a thought-provoking reflection on the future of AI and its impact on society, economy, and politics. Connor urges the need for careful consideration and action in the face of AI's unprecedented capabilities, advocating for a more cautious approach to AI development. Remember to leave a 5-star rating on Spotify and a review on Apple Podcasts if you enjoyed this podcast. Stay Updated: Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI (00:00) Preview (00:25) Netsuite by Oracle (02:42) Introducing Connor Leahy (06:35) The Mayak Facility: A Historical Parallel (13:39) Open Source AI: Safety and Risks (19:31) Flaws of Self-Regulation in AI (24:30) Connor’s Policy Proposals for AI (31:02) Implementing a Kill Switch in AI Systems (33:39) The Role of Public Opinion and Policy in AI (41:00) AI Agents and the Risk of Disinformation (49:26) Survivorship Bias and AI Risks (52:43) A Hopeful Outlook on AI and Society (57:08) Closing Remarks and A word From Our Sponsors

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Will OpenAI Change Its Non-Profit Status Soon?

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What Led To Sam Altman’s Firing?

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The Untold Benefits of Open Source

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Did Greg Brockman Predict OpenAI's Crisis?

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Richard Sutton on Pursuing AGI Through Reinforcement Learning

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00:00:25

How AI is CHANGING the Film Industry Forever

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How SORA is Shaking Up Hollywood

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00:00:31

How AI Disrupted FIlm-Making FOREVER

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00:48:30

How AI is Taking Over Hollywood and Changing Filmmaking Forever

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,This episode of Eye on AI is sponsored by BetterHelp. If you’re thinking of starting therapy, give BetterHelp a try. It’s entirely online. Designed to be convenient, flexible, and suited to your schedule. Just fill out a brief questionnaire to get matched with a licensed therapist, and switch therapists any time for no additional charge. Visit https://www.betterhelp.com/eyeonai today to get 10% off your first month. In this episode of the Eye on AI podcast, join host Craig Smith as he engages with Russel Palmer, CEO & Co-Founder at CyberFilm AI. Russel delves into the transformative journey of integrating AI with storytelling, emphasizing the role of strong narratives in creating impactful AI films. He shares his extensive background, from his early days at Microsoft and JP Morgan to co-founding a startup with his brother that pioneers AI tools for the film industry. Explore how their innovative app supports writers and filmmakers by offering structured templates, AI-generated plot ideas, character arcs, and storyboards. Discover the startup's mission to democratize filmmaking, making high-quality tools accessible to film students, hobbyists, and professionals alike. Russel discusses the future of AI in filmmaking, highlighting the potential for AI to enhance creativity, support diverse storytelling, and bridge the gap between aspiring creators and Hollywood-level productions. Learn about their plans to expand features, including video generation and script analysis, while maintaining ethical AI use and respecting intellectual property. Join us for an insightful conversation on how AI is shaping the future of storytelling and filmmaking, and gain valuable perspectives on navigating this evolving landscape. Tune in to learn how AI can empower you to create compelling stories and films. Don't forget to like, subscribe, and hit the notification bell for more on groundbreaking AI technologies. Check out CyberFilms’ Latest Product: Website: https://writeonsaga.com Social: https://www.tiktok.com/@writeonsaga Stay Updated: Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI (00:00) Preview and Introduction (02:59) Russel's Background and Early Career (05:07) Importance of Story in Filmmaking (06:52) Early Reception and Writer Strike Impact (08:16) Evolution Video Generation AI Tools (11:10) Democratizing Filmmaking for All (14:24) AI in Hollywood and Cost Reduction (17:21) Addressing Predictability in AI-Generated Stories (20:39) Creativity and Originality in AI (25:04) Expanding Storytelling to Global and Cultural Narratives (29:22) Demonstration of the AI Storytelling App- Saga (35:28) Enhancing Script Writing with AI (37:59) Integrating Storyboards and Cinematography (42:05) Opportunities for Aspiring Filmmakers (45:52) Final Thoughts and Recommendations for AI Filmmaking

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Google's NEW Rules for AI Generated Content?

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Why CodiumAI is a Game-Changer for Coders

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Will AI Replace Coders?

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The Key To Improving Your ML Model

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01:05:51

The Impact of AI on Security and Surveillance | Matt Powell

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,This episode is sponsored by ISS, a leading global provider of video intelligence and data awareness solutions. Founded in 1996 and headquartered in Woodbridge, N.J., ISS offers a robust portfolio of AI-powered, high-trust video analytics for streamlining security, safety and business operations within a wide range of vertical markets. So, what do you want to know about your environment? To learn more about our video intelligence solutions, visit https://issivs.com/ Join host Craig Smith on episode #167 of Eye on AI as we sit down with Matt Powell, Managing Director at ISSVSS, a company that offers a comprehensive suite of AI powered video intelligence solutions to address security, safety, and business challenges across a diverse range of vertical markets. In this episode, we explore the fascinating evolution of video analytics technology, focusing on its impactful applications across various industries, from urban planning and traffic engineering to healthcare and sports venues. Discover the unique challenges and breakthroughs in video analytics, the intricate development process,and the unique analytic modules designed for diverse tasks like crowd management and safety monitoring. Matt shares how these advancements are not only transforming business operations but also paving the way for more accessible and consumer-centric applications, particularly in sectors like elder care. If you're intrigued by the intersection of AI technology and its real-world applications, this conversation is a must-watch. This episode is sponsored by Netsuite by Oracle, the number one cloud financial system, streamlining accounting, financial management, inventory, HR, and more. Download NetSuite’s popular KPI Checklist, designed to give you consistently excellent performance - absolutely free at https://netsuite.com/EYEONAI Stay Updated: Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI (00:00) Preview (00:33) AI’s Role in Various Industries (02:47) ISS's Evolution and Global Presence (05:01) On-Premise vs. Cloud Analytics (09:14) Understanding Video Analytics and AI Modules (22:16) The Versatility of AI Tasks and Modules (25:48) Future Trends in AI and Video Analytics (31:59) Diverse Applications of Video Analytics (37:00) Accessibility and Cost of Video Analytics (40:04) Applications in Elder Care and Security (46:48) Facial Recognition Technology and Privacy (48:18) Intelligent Transportation and City Planning (53:48) Advanced Analytics in Public Safety (58:24) Global Adoption and Future of AI (1:00:11) Closing Remarks on AI's Impact

00:00:15

The Key To Building World-Class Voice AI

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00:00:20

Is THIS Voice AI's Biggest Challenge?

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00:45:32

Is Voice AI the Future of Customer Service? | Itamar Arel

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,Join host Craig Smith on episode #166 of Eye on AI as we sit down with Itamar Arel, CEO of Tenyx, a company that uses proprietary neuroscience-inspired AI technology to build the next generation of voice-based conversational agents. Itamar shares his journey that started with academic research to becoming a leading tech entrepreneur with Tenyx. We explore the evolution of voice AI in customer service and the unique challenges and advancements in understanding and responding to human speech. We dig deeper into Tenyx’s unique approach to AI-driven customer service while exploring the production and design considerations when developing cutting-edge AI technology. Make sure you watch till the end as Itamar shares his vision on how AI is going to reshape industries and help advance modern day businesses. Enjoyed this conversation? Make sure you like, comment and share for more fascinating discussions in the world of AI. This episode is sponsored by Shopify. Shopify is a commerce platform that allows anyone to set up an online store and sell their products. Whether you’re selling online, on social media, or in person, Shopify has you covered on every base. With Shopify you can sell physical and digital products. You can sell services, memberships, ticketed events, rentals and even classes and lessons. Sign up for a $1 per month trial period at http://shopify.com/eyeonai Stay Updated: Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI (00:00) Preview and Introduction (03:35) Itamar Arel's Career and Introduction to Voice AI Development (07:39) Key Differences in Current and Past Technology Solutions (09:10) Advancements in Voice AI and Large Language Models (11:00) The Inception and Evolution of Tenyx (13:29) Challenges in Developing Voice AI (18:27) Innovative Approaches in Voice AI Development (21:05) Data Handling and Fine-Tuning in Model Development (25;41) How To Standout In The Crowded AI Market (29:44) The Future of Voice AI and Generative Models (37:14) Testing and Evaluation of Voice AI Systems (40:10) Where Will AI Be in 5 Years? (43:42) Closing Remarks and A Word From Our Sponsors