#gpu-acceleration
66 episodes · Page 3 of 3
#633: Memory Wars: The Future of Local Agentic AI
Can your PC handle the next wave of AI agents? Herman and Corn dive into VRAM, quantization, and the future of running LLMs locally.
#484: The Silicon Sharing Economy: Inside Serverless GPUs
How do small teams run massive AI models without $50,000 chips? Corn and Herman dive into the hidden plumbing of serverless GPU providers.
#170: How PyTorch Beat TensorFlow and Became AI's Backbone
Discover why PyTorch is the "oxygen" of AI. Herman and Corn explore its history, the magic of Autograd, and the move to the PyTorch Foundation.
#162: When a Fast PC Isn't Enough: The Workstation Divide
Is your PC a workstation or just a fast desktop? Herman and Corn break down the hardware that defines professional computing in 2026.
#110: Why Agentic AI Needs More VRAM Than You Think
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.
#84: The Silicon Arms Race: Why GPUs are the New Oil
Are high-end microchips the new enriched uranium? Herman and Corn dive into the high-stakes world of GPU export bans and global AI supremacy.
#82: The Accidental AI Engine
From video game dragons to digital brains: Herman and Corn explain why your graphics card is the secret engine behind the AI boom.
#56: The Thought Experiment Nobody Runs
Building an AI model from scratch? It's a brutal reality of trillions of tokens and millions in GPUs. Discover the hidden costs of modern AI.
#55: 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.
#34: 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.
#31: The Power-Usability Tradeoff in AI Creation
ComfyUI: Unlocking AI's true power, but is your rig ready? Dive into the future of digital artistry.
#27: Choosing Your AI Environment: Host, Conda, or Docker?
Tired of AI environment headaches on AMD? We demystify Conda, Docker, and host environments to unlock your GPU's full potential.
#25: The Open-Source Battle for AI's Hardware Soul
Unraveling how GPUs power AI. We dive into CUDA, ROCm, and the software stack that makes it all think.
#18: Beyond the GPU: Unpacking AI's Chip Revolution
Beyond the GPU: we're unpacking AI's chip revolution. Discover the crucial, often overlooked world of AI's fundamental building blocks.
#17: Cloud Render Superpowers: Local Edit, Remote Muscle
Unleash cloud superpowers! Edit locally, render remotely with AI-accelerated GPUs like NVIDIA A100s.
#12: The AI Breakthrough: Transformers & The Perfect Storm
AI's everywhere. How did chatbots, art, and video all emerge so suddenly? The secret lies in Transformers and a perfect storm.
#6: How To Fine Tune Whisper
Build your own AI transcription tool! We'll walk you through fine-tuning Whisper, from data to notebook.
#2: Local STT For AMD GPU Owners
AMD GPU? No problem! Dive into local AI adventures like on-device speech to text.