Скачать или смотреть Beyond GPUs: How Groq and Cerebras Lead the Next Wave in AI Infrastructure

Everyone talks about NVIDIA when it comes to AI-but what if GPUs aren't the future?
In this video, I break down why AI inference is becoming way more important than training, and how companies like Groq and Cerebras are quietly building the hardware that might power the next generation of AI.
We'll look at the real limitations of GPUs, how Groq's pipeline architecture and Cerebras' massive wafer-scale chips work, and what this shift could mean for the future of AI infrastructure.
It's not hype-it's a closer look at the chips that might just change everything.

00:00 - The Problem with GPUs
00:30 - Why Inference Matters
01:08 - Inference vs Training
01:36 - GPUs Fall Short
02:07 - Token by Token Issues
02:42 - Memory Bottleneck
03:17 - GPU Utilization is Low
03:46 - Simple Analogy
04:28 - Groq's Solution
06:15 - Energy Savings
06:45 - Cerebras' Solution
08:18 - Zero Data Movement
09:16 - What About NVIDIA?
10:08 - Future of AI Chips
10:45 - Inference at Scale
11:17 - Real-World Applications
11:52 - Hybrid AI Future
12:24 - Final Thoughts