Local AI
Running AI on personal hardware
14 episodes
GPU Scaling: The "Go Wide or Go Tall" Dilemma
Should you use a fleet of cheap GPUs or one powerhouse? Learn the math behind serverless GPU costs, cold starts, and batching efficiency.
Digital Vaults: The Mainstream Rise of Air-Gapped AI
Discover why air-gapping is going mainstream in 2026 and how organizations are securing local AI models using "digital vaults."
Building the Ultimate Local AI Inference Server
Learn how to build a high-performance local AI server for agentic coding, from dual-GPU PC builds to the power of Mac's unified memory.
Why GPUs Are the Kings of the AI Revolution
From video game dragons to digital brains: Herman and Corn explain why your graphics card is the secret engine behind the AI boom.
The Future of Local AI: Stable Diffusion vs. The New Guard
Is Stable Diffusion becoming a relic? Corn and Herman debate the rise of Flux, the privacy of local AI, and the future of open-source generation.
Running Video AI at Home: The Real Technical Challenge
Video AI: Hype vs. Reality. Can your GPU handle it? We dive into the technical challenges of running video AI at home.
Local AI Unlocked: The Power of Quantization
Unlock powerful AI on your device! We demystify quantization, the ingenious trick making local AI a reality.
Unlocking Local AI: Privacy, Creativity & Compliance
Local AI: privacy, creativity, and compliance. Discover why keeping AI close to home is more than a trend.
AI Supercomputers: On Your Desk, Not Just The Cloud
AI supercomputers are landing on your desk! Discover why local AI is indispensable for enterprises facing API costs, latency, and privacy.
Red Team vs. Green: Local AI Hardware Wars
NVIDIA's CUDA rules AI, leaving AMD users battling a "green wall." Explore the hardware wars and thorny paths forward.
AMD AI: Taming Environments with Conda & Docker
Tired of AI environment headaches on AMD? We demystify Conda, Docker, and host environments to unlock your GPU's full potential.
GPU Brains: CUDA, ROCm, & The AI Software Stack
Unraveling how GPUs power AI. We dive into CUDA, ROCm, and the software stack that makes it all think.
Cloud Render Superpowers: Local Edit, Remote Muscle
Unleash cloud superpowers! Edit locally, render remotely with AI-accelerated GPUs like NVIDIA A100s.
Local STT For AMD GPU Owners
AMD GPU? No problem! Dive into local AI adventures like on-device speech to text.