AMAZON's New 5TB/S MONSTER Chip Just Made Google & Nvidia's AI GPUs Look Like PAPER WEIGHTS!

Amazon just launched Trainium3, its new 3nm AI chip built to attack the skyrocketing cost of artificial intelligence, and NVIDIA may finally be facing serious competition on price. In this video, we break down AWS Trainium3, the Trn3 UltraServer, and Amazon’s strategy to make AI training and inference dramatically cheaper. A single Trainium3 chip delivers around 2.52 petaflops of FP8 compute with 144GB of HBM3e memory and nearly 5TB/s of memory bandwidth, while a 144-chip Trn3 UltraServer reaches roughly 362 petaflops of AI compute. Compared with Trainium2, Amazon claims major gains in compute, memory bandwidth, and energy efficiency, while AWS says customers can cut AI training and inference costs by up to 50% compared with traditional GPU-based infrastructure. We also explore Anthropic and Project Rainier, real-world Trainium adoption, NeuronSwitch networking, Amazon Bedrock, and why custom AI chips from AWS and Google are challenging NVIDIA’s dominance. Is Trainium3 the beginning of a cheaper AI computing era? #Amazon #AWS #Trainium3 #NVIDIA #AIChips #ArtificialIntelligence #CloudComputing