1. Sohu AI chip promises to run AI models 20 times faster and at a lower cost compared to Nvidia's H100 GPUs. 2. The chip is based on the transformer AI architecture, which is expected to dominate the AI field. 3. The success of Sohu's gamble on the transformer architecture seems imminent.

1. AMD's MI300X was recently tested by Chips and Cheese, focusing on low-level performance metrics. 2. The comparison with Nvidia's H100 showed strong results in compute throughput and cache intensive benchmarks. 3. However, scaleout performance, crucial for data center hardware, was not evaluated, leaving key questions unanswered.