A critical review of DeepSeek r1 comparing it to GPT-4o and o1, finding it lacking in instruction following and reasoning depth, but exceptional in Chinese language mastery and creative writing.
Articles in the Computing category
从全能医院到智慧分诊：用医院作比喻理解 DeepSeek 的模型进化
用医院的分诊系统作比喻，通俗解释DeepSeek v2和v3的混合专家架构原理，包括专家分工、路由机制、负载均衡挑战和跨节点通信问题。
From the All-Purpose Hospital to Smart Triage: Using a Hospital Analogy to Understand the Evolution of DeepSeek's Models
Explains DeepSeek v2 and v3's Mixture of Experts architecture using a hospital analogy, covering expert specialization, routing, load balancing challenges, and cross-node communication.
当AI变成你的下属：技术人必须跨越的三道管理陷阱
以一次debug经历说明三个AI管理技巧：克制抢键盘的冲动、提供可视化上下文而非模糊抱怨、授之以渔而非授之以鱼——即从IC到Manager的思维蜕变。
When AI Becomes Your Direct Report: Three Management Pitfalls Tech People Must Overcome
Uses a debugging session to illustrate three key AI management skills: resisting the urge to take over, providing visual context instead of vague complaints, and teaching methodology rather than giving answers—the shift from IC to manager mindset.