Practical AI
Practical AI LLC
Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more).
The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!
The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!
Episodes
Mentioned books
May 8, 2024 • 41min
Autonomous fighter jets?!
Autonomous fighter jets are making headlines, with a focus on the innovative X-62A VISTA showcasing AI in combat simulations. The discussion reveals the thrilling and complex future of aviation as AI integration raises safety and reliability questions. The hosts also explore the regulatory challenges in testing autonomous drones and how military tech could pave the way for advancements in commercial aviation. Plus, the conversation shifts to a new initiative aimed at promoting collaboration in enterprise AI, highlighting exciting developments in generative AI.
17 snips
Apr 30, 2024 • 38min
Private, open source chat UIs
Danny Avila, the creator of LibreChat, shares insights into the world of private, open-source chat interfaces. He discusses the motivations for developing LibreChat, emphasizing user privacy and flexibility in AI interactions. The conversation explores how enterprise users are opting to host their own chat UIs for enhanced security. Danny also highlights exciting features like integration with PredictionGuard and the community-driven development of tools for better accessibility and functionality in AI chats. The future of AI looks promising with these advancements!
4 snips
Apr 24, 2024 • 41min
Mamba & Jamba
Yoav Shoham, co-founder and co-CEO of AI21 and a Professor Emeritus at Stanford, dives into the evolution of AI models, discussing the groundbreaking Jamba model. He explains how Jamba combines the best of non-transformer benefits with attention layers, creating a highly efficient open-source model. Yoav also explores advancements in task-specific AI models, particularly their growing role in industries like finance. The conversation highlights the importance of open-source collaboration and the future of reliable, efficient AI in enterprise settings.
Apr 16, 2024 • 39min
Udio & the age of multi-modal AI
2024 is set to be a game-changer for multi-modal AI, with innovative platforms like Udio generating entire musical compositions. The discussion also delves into the evolution of multi-modal technologies and the differences between them and traditional methods. Interesting insights emerge around the integration of visual and textual data, as well as the implications for artists and the music industry. Additionally, the speakers debunk exaggerated AI claims and explore how sensory experiences in humans and animals shape our perception.
53 snips
Apr 10, 2024 • 48min
RAG continues to rise
Demetrios Brinkmann, known as “the funniest guy in AI,” shares insights from the MLOps Community's latest survey. The conversation dives into the rise of Retrieval-Augmented Generation (RAG) and its advantages over traditional methods. They explore how RAG engages non-technical users and tackle the challenges of AI implementation, particularly with chatbots. With a nod to the future, the topic of neuromorphic computing sparks intrigue as they discuss potential advancements that could reshape AI technology.
10 snips
Apr 2, 2024 • 39min
Should kids still learn to code?
In an insightful discussion, the hosts tackle the relevance of coding in children's education amidst evolving AI landscapes. Key thoughts from NVIDIA's CEO emphasize the need for kids to embrace coding skills. They explore the shifting dynamics of AI communities, highlighting the importance of collaboration and engagement. Adoption challenges for generative AI among non-tech users receive keen attention. Finally, they analyze the competition between traditional search engines and AI models, encouraging users to experiment with new interaction methods.
31 snips
Mar 26, 2024 • 57min
AI vs software devs
Join Kevin Ball, a seasoned software engineer, Johnny Boursiquot, the vibrant host of Go Time, and José Valim, the mastermind behind Elixir, as they dive into the complex dance between AI and software development. They discuss AI’s potential to enhance developer skills while grappling with its limitations. The trio explores how AI tools might reshape jobs and emphasizes the importance of human oversight. Plus, they tackle the evolving role of developers and the unique challenges facing the Elixir community in an AI-driven world.
35 snips
Mar 20, 2024 • 46min
Prompting the future
Jared Zoneraich, founder of PromptLayer, dives into the cutting-edge world of prompt engineering. He highlights its evolution as a vital skill in generative AI. Listeners learn about the importance of tailored communication strategies for different language models. Jared emphasizes the necessity of systematic methodologies and user feedback in optimizing prompts. He discusses managing updates and the balance between stability and adaptability in AI responses. Finally, he explores future trends, focusing on resilient platforms that adapt to user needs.
Mar 12, 2024 • 42min
Generating the future of art & entertainment
Anastasis Germanidis, Co-founder and CTO of Runway, blends art and technology as he redefines creativity through AI. He shares his inspiring journey from machine learning engineer to art advocate. The conversation dives into the birth of innovative AI tools that empower artists and enhance the creative process. Anastasis highlights the importance of user control in creative tool development and unveils the potential of AI-generated video models for storytelling. He encourages emerging artists to embrace curiosity and collaborate in this evolving landscape.
8 snips
Mar 6, 2024 • 43min
YOLOv9: Computer vision is alive and well
Discover the latest in computer vision with the launch of YOLOv9, showcasing advancements in object detection and classification. The discussion dives into innovative strategies like programmable gradient information to enhance efficiency while minimizing computational needs. Explore the significance of one-bit large language models for edge devices and the implications for real-time applications. The episode also highlights the evolving landscape of ML Ops and practical resources for those engaged in machine learning.
