曾经很难
It used to be hard

原始链接: https://www.praf.me/it-used-to-be-hard

作者反思了一种日益增长的生存挫败感:随着人工智能降低了从软件工程到创意设计等复杂技能的准入门槛,曾经艰巨的任务如今只需极小的工作量即可完成。这让那些通过“苦干”来定义自我价值的专业人士感到被取代,就像一位经验丰富的吉他手看着一名 DJ 掌控整个体育场时那种复杂的心情。 这种转变挑战了我们根深蒂固的观念:即努力是一种美德,我们的价值与我们的辛劳挂钩。随着自动化将专业技能“商品化”,作者认为,由此带来的意义缺失——即“努力本身即是意义”的这种感觉——将成为一个重大的社会政治问题。尽管人工智能带来的巨大产出前景广阔,但它让许多人感到与这个不再需要他们亲手构建的世界产生了疏离。归根结底,作者认为我们正处于一个令人迷失的过渡期。虽然我们最终或许会适应新的成就感来源,但完全可以理解,许多人今天依然有一种绝望的冲动,想要爬上屋顶大喊:“这曾经很难!”

这篇 Hacker News 讨论探讨了随着人工智能的兴起,软件开发是变得“更容易”了,还是仅仅变得更加复杂了。 参与者对于自动化的影响看法不一。一些人认为,尽管编写代码的速度变快了,但真正的挑战——如理解需求、满足客户以及构建安全的系统——依然像以往一样困难。另一些人则认为,随着人工智能降低了入门门槛,编程的“乐趣”已不复存在,这让工程师们感到他们曾经引以为傲的技术正在变得平庸化。 争论的核心点在于工作性质的转变。一些用户认为,问题的范围已经扩大,使得个人利用人工智能工具能够完成更多工作。相反,批评者则对激烈的竞争和劳动力贬值表示担忧,认为职业道路变得不再明确且更加不稳定。归根结底,这篇讨论捕捉到了生产力提升带来的兴奋感,与职业基本“准入门槛”迅速转型所引发的存在性焦虑之间的张力。
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原文

There's this weird emotion I've been experiencing lately, that I can only seem to describe as a desire to climb on a roof and yell: "It used to be hard!".

It used to be hard to build software, to program computers to do your bidding. To study computer science for a few years, building an understanding of control flow, logic, and computer architecture. To learn the languages, protocols, networking primitives, to read documentation about database indexes, or Kubernetes configurations, or the latest Javascript framework. To port an iOS app to Android, or build a robust ETL pipeline into a data lake. To learn all the terminal commands, or adapt to a new codebase, or write a suite of unit tests that covered every edge case. To create pixel perfect web design, or heck, center a <div> in CSS.

I feel like an old rock and roll guitarist watching a DJ sell out a stadium.

Is it bad that the barrier to entry for a DJ is lower? No, it's probably great for the amount of music in the world. Is there skill and creativity there? Of course. But it's not what I spent my time getting good at, and that's a little frustrating. If you told me 3 years ago that my job would turn into managing a fleet of agentic coding agents, I don't know if I would be excited or terrified. But here we are. Might as well learn how to DJ.

It's my turn to feel this today, but I'm probably not alone:

Building a financial model to compare recent S-1 filings? It used to be hard

Photoshopping recent presidents onto Mount Rushmore? It used to be hard

Turning this essay into a song in the style of 2000's Hip Hop? It used to be hard


Many of us were taught hard work as a virtue, that if we put in the effort, and do the hard thing, that we will be rewarded. Some of us believe that unless we are doing the hard thing, we are not enough as people and worthy of good things.

This might be why despite AI automating so much work, the 996 grind culture is more alive than ever. This might be why you see so many software founders pivoting to hardware or biology. Now that the hard thing is easy, it no longer has the same meaning.

Maybe, like Tibetan Mandalas, the effort was the point. Maybe, when given the option to trade away that effort for economic abundance, many people will refuse to push the button.

I legitimately think this will be the biggest sociopolitical issue over the next few years. The frustration of seeing your hard work getting one-shotted. The frustration of facing a world of immense production and output, that you have very little to do with. Longer term, I'm optimistic that we will adapt to new, creative, and fun ways of living. But the next few years are going to be weird, so I won't blame anyone for shouting from their roof.

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