我们应该比模特更累
一篇文章探讨了AI生成内容的伦理困境。作者指出，AI虽降低了创作门槛，但可能使人依赖并产出同质化内容。真正的创作者应比AI模型“更累”——即更主动、更用心地投入思考与创作，捍卫人性化的表达价值，而非被工具削弱创造力。
We should be more tired than the model
May 28 2026
Lately, I’ve been feeling like I’m losing control over the code I write when I work with agentic code generation.
When I finish an agentic session, I get all the outward signs of having written code, but none of the internal processes that happen when we write code by hand.
As a quick primer, the human brain has several types of memory, short-term, working, and long-term. Short-term memory gathers information temporarily and processes it quickly, like RAM. Long-term memory includes things you’ve learned previously and tucked away, like database storage. Working memory takes the information from short-term memory and long-term memory and combines them to synthesize, or process the information and come up with a solution.
As a quick primer, the human brain has several types of memory, short-term, working, and long-term. Short-term memory gathers information temporarily and processes it quickly, like RAM. Long-term memory includes things you’ve learned previously and tucked away, like database storage. Working memory takes the information from short-term memory and long-term memory and combines them to synthesize, or process the information and come up with a solution.
When we’re working on code, (and by working on, we mean most often reading someone else’s code) all of these processes are going on in our brain simultaneously to try to help us make sense of the programming environment.
When we’re working on code, (and by working on, we mean most often reading someone else’s code) all of these processes are going on in our brain simultaneously to try to help us make sense of the programming environment.
It’s not surprising. Code generation, in its default mode, is antithetical to skill retention, particularly because its UX affordances are reminiscent of a slot machine’s: you pull the lever, you get a reward (a solution to your coding problem.) In some ways, we’ve replaced the social media feed with a stream of tokens, and I look forward to reading those papers in ten years.