Uses the ship metaphor to argue that as AI becomes the engine, tech professionals must evolve from paddlers to Navigators (defining direction) or Chief Engineers (optimizing execution). The key is choosing your role, not competing with machines.
Articles by grapeot
用三个笨办法将千万字的《凡人修仙传》炼成一个知识图谱
用"笨数据+笨方法+笨模型=精知识"的方法论，将千万字小说转化为可交互查询的知识图谱，介绍线性扫描、语义检索和知识飞轮迭代的技术细节。
Forging a Knowledge Graph from a 10-Million-Character Epic with Three Dumb Methods
Describes building an interactive knowledge graph from a massive Chinese fantasy novel using AI, with a methodology of "dumb data + dumb methods + dumb models = refined knowledge" through iterative refinement.
从开环到闭环，重新理解学习
闭环学习强调持续反馈与调整而非一次成功，持续校准方向的能力比初始瞄准的精度更为重要。
From Open Loop to Closed Loop: Rethinking Learning
Closed-loop learning emphasizes continuous feedback and adjustment over one-shot perfection—the ability to calibrate direction matters more than initial aim.