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Practical AI: Machine Learning, Data Science, LLM

Latest episodes

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6 snips
Jun 13, 2024 • 39min

Using edge models to find sensitive data

AI expert from Tausight discusses deploying edge AI models to find sensitive data like PHI, challenges in detecting 'dark PHI,' using AI and ML to protect PHI in healthcare, and success stories in safeguarding sensitive data.
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15 snips
Jun 4, 2024 • 36min

Rise of the AI PC & local LLMs

The podcast delves into the rise of AI PCs and local LLMs, discussing major announcements from NVIDIA, Apple, Intel, and Microsoft. They explore AI tooling, frameworks, and optimizations for local processing, and how this could impact AI adoption. The episode also touches on simplifying life insurance through digital platforms and the evolving AI hardware landscape, highlighting the challenges of model optimization and the potential of AI laptops for training large models.
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29 snips
May 29, 2024 • 41min

AI in the U.S. Congress

U.S. Representative Don Beyer, author of AI Foundation Model Transparency Act, discusses his journey into AI, bipartisan AI caucuses work, and importance of AI legislation on Capitol Hill. The podcast explores global AI policies, AI's role in social issues, personalized education, healthcare transformation, and government decision-making.
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19 snips
May 22, 2024 • 44min

First impressions of GPT-4o

Daniel & Chris discuss their first impressions of OpenAI's GPT-4o, exploring its new speed, voice interface, and multimodal capabilities. They touch on AI applications in drug discovery, education, everyday life, and brand marketing. The episode also delves into the implications of GPT-4.0 release on the AI landscape and future integration of AI into everyday gadgets.
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31 snips
May 15, 2024 • 47min

Full-stack approach for effective AI agents

Josh, Imbue's CTO, discusses a full-stack approach to AI agents, highlighting the challenges of developing trustworthy agents and the importance of domain expertise. They delve into hardware setup, user experience design, and the significance of a research-first approach. Also, they explore the parallels between operating cars efficiently and understanding machine learning, emphasizing the use of graph databases for data structures. Lastly, they touch upon building trust in AI model training and the impact of advanced AI on the labor market.
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May 8, 2024 • 41min

Autonomous fighter jets?!

Discussion on the X-62A Vista Project turning an F-16 into an autonomous aircraft, AI in commercial and military aviation, regulations for testing autonomous drones, advancements in AI technology like generative AI systems, and the Enterprise Open Platform for Enterprise AI (OPEA) at the Linux Foundation.
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17 snips
Apr 30, 2024 • 38min

Private, open source chat UIs

Danny, creator of LibreChat, discusses private, open source chat UIs. Topics include motivations behind LibreChat, enterprise users hosting chat UIs, and amazing features like RAG and plugins.
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4 snips
Apr 24, 2024 • 41min

Mamba & Jamba

Yoav, AI21's co-founder discusses Jamba, a groundbreaking SSM-Transformer open model and the evolution of AI21's language models. They explore Meta's llama 3 model, architecting AI systems, and the release of Jamba as the first open-source model for community innovation.
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Apr 16, 2024 • 39min

Udio & the age of multi-modal AI

Explore the future of multi-modal AI with discussions on Udio music generation tool, differences between data modalities, and the evolution of AI models. Dive into AI-generated music, creativity, personalized content creation, and the convergence of modalities in AI models.
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53 snips
Apr 10, 2024 • 48min

RAG continues to rise

Daniel & Chris chat with Demetrios Brinkmann, 'the funniest guy in AI', about the MLOps Community survey results and the AI Quality Conference. They discuss RAG models, the fusion of traditional ML with generative AI, the 'Hacker Mindset' book, trade-offs between RAG and fine-tuning, the release of the Common Corpus dataset, limitations of transformers in AI, and future visions in the field.

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