Ai

DeepSeek just ordered 160,000 Huawei Ascend 950DT chips: a chip built on a DUV-only process, with self-developed HBM and a homegrown interconnect, because export controls left no other choice. Here’s how the thing actually works, and where it still falls short.

“Agentic” gets thrown around loosely, but it means something specific: an assistant that decides its own next step instead of waiting for yours. That’s also exactly why you can’t trust it to tell you when it’s done a good job; here’s the verification habit that fixes that.