update

Signed-off-by: bitliu <[email protected]>

Author: Xunzhuo

website/blog/2025-12-10-amd.md

@@ -55,7 +55,7 @@ On AMD GPUs, using the vLLM engine, we will run:
   * Task and intent classification
   * Risk scoring and safety gating
   * Tool / workflow selection
-* **LLMs and vertical models**
+* **LLMs and specialized models**
 
   * General assistants
   * Domain-specific models (e.g., financial, legal, code)
@@ -128,7 +128,7 @@ This turns VSR into a **self-optimizing control plane** for multi-model systems,
 
 ---
 
-## Long-Term (1): AMD GPU–Powered CI/CD and End-to-End Testbed for VSR OSS
+## Long-Term Objective 1: AMD GPU–Powered CI/CD and End-to-End Testbed for VSR OSS
 
 In the long run, we want AMD GPUs to underpin how **VSR as an open-source project is built, validated, and shipped**.
 
@@ -151,7 +151,7 @@ AMD GPUs, in this model, are not only for serving models; they are the **verific
 
 ---
 
-## Long-Term (2): An AMD-Backed Mixture-of-Models Playground
+## Long-Term Objective 2: An AMD-Backed Mixture-of-Models Playground
 
 In parallel, we are planning an **online Mixture-of-Models playground** powered by AMD GPUs, open to the community and partners.