AI Inference
549 episodes · Page 23 of 23
#63: When AI Spots What Your Gut Misses
Unlock a healthier gut with AI! Discover how advanced tools analyze your diet and symptoms for intelligent insights.
#62: System Prompts vs Fine-Tuning: When to Actually Train Your AI
Prompt or fine-tune? We break down when to train your AI, from Shakespearean emails to law firm docs. Avoid unnecessary fine-tuning!
#60: Single-Turn AI: The Interface Pattern Nobody's Talking About
Forget chatbots. Discover the hidden power of single-turn AI interfaces and how they're quietly reshaping how businesses integrate AI.
#58: Clean Audio, Messy Reality: Noise Removal for Voice-to-Text
Fussy baby, clean audio? We dive into noise removal for voice-to-text. Discover why cleaner audio can transcribe worse.
#57: From Lawyers in Limousines to Developers in Their PJs: The Voice Tech Revolution
From limo-riding lawyers to pajama-clad coders, voice tech is booming. Discover how AI is making it a force for good.
#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.
#53: Instructional vs. Conversational AI: The Distinction Nobody Talks About
Instructional vs. conversational AI: a crucial distinction reshaping how AI is built. Discover why it matters for the future of AI development.
#48: Renting vs. Building: The Hidden Choices in AI Inference
Ever wonder how AI magic happens? We demystify AI inference, exploring where and how models truly operate.
#41: The Butcher's Bargain: When Smaller AI Is Good Enough
Unlock powerful AI on your device! We demystify quantization, the ingenious trick making local AI a reality.
#39: When Smaller AI Is Smarter
Forget LLMs. Discover SLMs: the specialized, efficient AI powerhouses transforming workflows, from planning to edge devices.
#38: Why Local AI Inference Is Beating the Cloud
AI supercomputers are landing on your desk! Discover why local AI is indispensable for enterprises facing API costs, latency, and privacy.
#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.
#29: Will Multimodal Audio Replace Speech-to-Text?
Is multimodal audio the future? We explore if AI can truly displace traditional speech-to-text for a screen-free world.
#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.
#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.
#7: Building Custom ASR Tools
Ever wondered how to build your own ASR tools from scratch? Discover the why and how in this episode!
#10: How ASR Went From Frustration To ... Whisper Magic
Speech to text: from frustrating to fantastic. Uncover the magic behind its rapid rise and connection to the AI boom!
#11: How Does Fine Tuning Work Anyway?
Unlock the secrets of AI fine-tuning. Discover how your small dataset can shape a giant model.
#3: Safetensors or something else: STT inference formats explained
Unpacking ASR weight formats: Safetensors and beyond. Tune in to understand the distinctions.