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Unsupervised Learning

Latest episodes

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53 snips
Dec 16, 2024 • 56min

Ep 50: Fireworks CEO Lin Qiao on Why There Won’t be a Single Model, Will Hyperscalers Win Inference & AI Use-cases with PMF

Lin Qiao, co-founder and CEO of Fireworks.ai and former PyTorch leader at Meta, shares her insights on the future of AI. She discusses the shift toward compound AI systems and the evolving landscape of inference models. Lin highlights the importance of customization, human involvement in AI processes, and the benefits of running smaller models locally for cost and privacy. She also explores the competitive dynamics between in-house and open-source models, and the need for effective evaluation strategies as AI continues to transform industries.
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148 snips
Dec 6, 2024 • 47min

Ep 49: OpenAI Researcher Noam Brown Unpacks the Full Release of o1 and the Path to AGI

Noam Brown, renowned AI researcher at OpenAI and key developer behind the o1 model, discusses groundbreaking advancements in AI. He dives into the unique capabilities of the o1 release, exploring how it surpasses previous models. Brown shares insights on scaling AI, economic realities, and the future of AGI. He highlights the exciting use cases for specialized AI tools and the transformative role of AI in social science research. Listeners will gain a deep understanding of the innovative shifts occurring within the AI landscape.
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23 snips
Nov 19, 2024 • 45min

Ep 48: Co-Founder/CEO of LiveKit Russ d'Sa on the Best ChatGPT Voice Use-Cases, New UX Paradigms in AI, and When Voice Makes Sense

In this conversation with Russ d'Sa, co-founder and CEO of LiveKit, he reveals how voice AI technology serves as the "nervous system" behind applications like ChatGPT Voice. He discusses when voice interfaces make sense and the exciting new UX paradigms emerging in AI. Russ also explores the impact of voice AI in workplaces, the integration challenges with customer support, and the fascinating intersection of voice tech and robotics. Discover how these innovations are shaping future communication and user experiences!
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17 snips
Nov 12, 2024 • 1h 4min

Ep 47: Chief AI Scientist of Databricks Jonathan Frankle on Why New Model Architectures are Unlikely, When to Pre-Train or Fine Tune, and Hopes for Future AI Policy

Jonathan Frankle, Chief AI Scientist at Databricks, brings deep insight into the fast-paced world of AI. He discusses the evolution of AI models, favoring transformers over LSTMs, and shares strategic insights from the merger of Mosaic and Databricks. Frankle emphasizes the importance of effective AI evaluation benchmarks and customer collaboration in developing AI solutions. Ethical considerations and responsible AI policy also take center stage, as he highlights the need for transparency and community engagement in the rapidly evolving landscape.
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42 snips
Oct 29, 2024 • 56min

Ep 46: CEO of DeepL Jarek Kutylowski on Specialized vs. General Models, Beating Google and a Future with Synchronous Translation

Jarek Kutylowski, Co-founder and CEO of DeepL, provides a captivating glimpse into the evolution of AI translation. He shares insights on how specialized models are outperforming general ones, highlighting DeepL's competitive edge in the market. The discussion delves into the intricacies of real-time translation, exploring its implications for global business. Jarek also addresses the vital role of human translators and data labeling, as well as the future trends in AI that will reshape communication and community engagement in various sectors.
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6 snips
Oct 15, 2024 • 52min

Ep 45: Founder & CEO of HeyGen Josh Xu on TikTok’s GenAI Dilemma, Trust and Safety and the Path to Interactive Avatars

Josh Xu, co-founder and CEO of HeyGen, shares insights into his cutting-edge AI video creation platform that's revolutionizing content generation. He discusses HeyGen's rapid growth and innovative use of personalized avatars, enabling users to create videos in multiple languages. The conversation dives into the ethical considerations of AI, focusing on trust and safety measures. Xu also explores the competitive landscape in AI-driven video tools, emphasizing the importance of user engagement and the future potential of personalized content creation.
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16 snips
Oct 3, 2024 • 1h 6min

Ep 44: Co-Founder of Together.AI Percy Liang on What’s Next in Research, Reaction to o1 and How AI will Change Simulation

Percy Liang, a Stanford professor and co-founder of Together AI, dives into the fascinating evolution of AI from simple token prediction to complex autonomous agents. He discusses the challenges of AI safety and interpretability, emphasizing a holistic approach to mitigating risks. The conversation also touches on generative agents in simulations, their potential in social dynamics, and the importance of evaluating AI systems with new methodologies. Plus, Liang shares insights into AI's future role in fields ranging from education to music, showcasing the technology's transformative power.
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32 snips
Sep 18, 2024 • 57min

Ep 43: CEO/Co-Founder of Contextual AI Douwe Kiela Reaction to o1, What’s Next in Reasoning and Innovations in Post-Training

Douwe Kiela, CEO of Contextual AI and former head of research at Hugging Face, shares his insights into the future of AI and the evolution of retrieval-augmented generation. He discusses the balance between model complexity and latency in enterprise deployments, emphasizing a systems-based approach. Douwe highlights the importance of collaboration between academia and industry and addresses the challenges of building contextual models. The dialogue touches on innovations in reinforcement learning and the potential of personalized AI experiences for various industries.
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21 snips
Sep 6, 2024 • 51min

Ep 42: CEO of Grammarly Rahul Roy-Chowdhury on the Future of Communication, Impact of LLMs and How Grammarly Does Eval

Rahul Roy-Chowdhury, CEO of Grammarly, shares his insights on the exciting intersection of AI and communication. He discusses how AI can automate tedious tasks, allowing for deeper, more meaningful interactions. Rahul emphasizes the evolution of Grammarly and its role in refining large language models to enhance user communication. He explores the impact of generative AI in enterprises and education while addressing the competitive landscape and future prospects of AI technology. The conversation offers a glimpse into the transformative potential of AI in daily communication.
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Sep 4, 2024 • 21min

Bonus Episode: Trunk Tools CEO Sarah Buchner is Building Trunk Tools to Simplify the $13T Construction Industry

Sarah Buchner, founder and CEO of Trunk Tools, leverages her unique background as a carpenter and extensive education to revolutionize the construction industry. She discusses how AI tools like TrunkText and TrunkScheduler tackle rework issues and streamline project management. The conversation explores the impact of AI on labor shortages, making trades jobs more attractive to younger generations. They also delve into AI's role in organizing unstructured data and enhancing productivity while addressing the challenges and opportunities in construction tech.

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