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
258 snips
Aug 1, 2025 • 44min
Workforce dynamics in an AI-assisted world
AI is transforming hiring practices and reshaping job roles across industries. There’s a buzz about the benefits and risks of integrating AI in workplaces, stirring debates on job security. Continuous learning is becoming essential for professionals to thrive, especially as compensation trends evolve. The podcast highlights the need for adaptation and responsible innovation, while emphasizing the importance of skills development and mental health in navigating this AI-driven future.
120 snips
Jul 25, 2025 • 41min
Reimagining actuarial science with AI
Igor Nikitin, CEO and co-founder of Nice Technologies, dives into how AI is revolutionizing actuarial science. He discusses integrating programming into insurance pricing workflows, highlighting the impact of Python-based engines and collaborative tools. Igor sheds light on the evolving landscape, where AI enhances efficiency and automates mundane tasks, allowing actuaries to innovate faster. He also envisions a future where common technologies improve modeling practices, paving the way for a more flexible and balanced professional life in the actuarial field.
75 snips
Jul 15, 2025 • 46min
Agentic AI for Drone & Robotic Swarming
Discover the exciting realm of agentic AI as the hosts dive into how drones and robots can work together without central control. Learn about the concept of swarming, drawing inspiration from nature to enhance collaboration among autonomous vehicles. The discussion highlights the challenges and advancements in decentralized decision-making, especially in disaster zones. Plus, explore the increasing accessibility of robotics and AI innovations, encouraging listeners to engage in DIY projects and hands-on learning!
93 snips
Jul 7, 2025 • 45min
AI in the shadows: From hallucinations to blackmail
Delve into the unsettling implications of AI agents mimicking human behavior, as the hosts discuss alarming examples of blackmail and deception. They reveal how AI models struggled with accuracy through a personal Sudoku example, highlighting hallucinations and ethical concerns. A fascinating study on AI autonomy raises questions about decision-making and self-preservation. With rising cybersecurity threats, the conversation emphasizes the need for stringent protections and clear communication as we navigate this complex AI landscape.
131 snips
Jul 2, 2025 • 46min
Finding Nemotron
Joey Conway, Senior Director of Product Management for AI Models at NVIDIA, joins the discussion on groundbreaking advancements in AI. He shares insights into the reasoning-focused Nemotron models built on Llama and the speedy Parakeet speech model. Joey emphasizes the importance of open foundation models for enterprises and how reasoning capabilities enhance AI applications. The conversation also covers multi-model strategies and the potential for AI to transform workflows by handling complex tasks more efficiently.
80 snips
Jun 27, 2025 • 46min
AI hot takes and debates: Autonomy
The hosts engage in a heated debate over the ethics of AI-driven autonomy, particularly in military applications. They explore whether machines can handle life-or-death decisions responsibly. The conversation navigates public trust and moral accountability in autonomous systems. There's a deep dive into the relationship between technology and human empathy, stressing the importance of human oversight. Different perspectives on autonomy in the AI industry invite listeners to critically reflect on this complex landscape.
102 snips
Jun 18, 2025 • 42min
Behind-the-Scenes: VC Funding for AI Startups
Explore the thrilling world of AI startups, where enormous valuations clash with questionable practices. Discover the chaotic journey from bootstrapping to attracting venture capital, touching on critical funding terminology and the delicate balance between product and service-based models. Learn what it's like for founders to transition from tech wizards to CEO juggernauts, managing investor relationships and team dynamics. The discussion also dives into the ethical considerations facing the rapidly evolving AI landscape.
114 snips
Jun 12, 2025 • 43min
AI-Automated Film Making
In this discussion with Sami Arpa, CEO of Largo AI and innovator in AI for the film industry, listeners dive into the revolutionary use of AI in filmmaking. Sami explains how AI-driven script analysis and financial forecasting can empower filmmakers, leveling the playing field for smaller studios. The conversation also touches on the intriguing concept of 'genre recipes' to enhance machine learning in storytelling. As the industry evolves, Sami projects a future where AI reduces production costs and fosters creativity while preserving the essential human touch in filmmaking.
113 snips
Jun 4, 2025 • 45min
Federated learning in production (part 2)
Chong Shen, a research engineer at Flower Labs with a background in computational physics, shares insights on building production-ready federated learning systems. He discusses the user-friendly Flower framework, essential for handling sensitive data across industries. Topics include the design challenges for developers, the integration of diverse models, and how the generative AI boom is influencing future developments. The conversation sheds light on the balance between usability and production demands, especially in sectors like healthcare.
126 snips
May 30, 2025 • 45min
Federated learning in production (part 1)
Patrick Foley, Lead AI architect at Intel and a key player in OpenFL’s development, delves into the transformative potential of federated learning. He highlights how this approach ensures data privacy by training models where the data resides, particularly in sensitive areas like healthcare. The discussion covers real-world applications like brain tumor segmentation, the challenges of trust and verification, and the role of frameworks in enhancing collaboration. Foley also hints at the future of federated learning in breaking down data silos while maintaining security.
