人工智能让我感到害怕。
Slop Terrifies Me

原始链接: https://ezhik.jp/ai-slop-terrifies-me/

这篇内容表达了对软件质量可能停滞的深切担忧,即便人工智能在不断进步。作者担心我们可能正接近“人工智能巅峰”——模型达到90%的功能,但缺乏真正的创新所需的细微差别和创造力。 核心的担忧并非人工智能的局限性,而是*人类*的漠不关心。用户是否会接受“足够好”的软件,即使存在明显的缺陷?开发者是否会将速度置于质量之上,是否还会有人*关心*打造真正卓越的体验? 作者将现状比作宜家的崛起和“Temu化”——一场便利性胜过工艺的恶性竞争。虽然人工智能工具*可能*能够赋能更多人进行创作,但人们担心它们反而会加速生产平庸、缺乏灵感的软件,这源于激励机制错位和对更高质量的缺乏需求。最终,作者担心软件“工艺”的消亡,以及一个数量胜过质量的未来,没有人会为此感到惋惜。

## AI“劣质品”与未来担忧 - Hacker News 讨论摘要 一篇名为“AI劣质品令我恐惧”的帖子引发了 Hacker News 的讨论,揭示了人们对快速发展的 AI 对未来工作和社会的影响的焦虑。许多评论者担心未来市场充斥着“足够好”的 AI 生成软件,导致熟练劳动力的价值降低,并可能导致广泛的失业和社会动荡。 一些人认为这会不成比例地影响发达经济体,而另一些人则看到了潜在的好处,例如更便宜的软件和更广泛地使用创意工具(如艺术委托)。一个关键点是 AI 的当前局限性——它可以产生 90% 的解决方案,但需要人工改进的最后 10% 至关重要,并且可能被忽视。 经验丰富的开发者普遍认为 AI 是一种强大的*工具*,可以增强他们的工作,而不是取代它,需要大量的指导和努力。这场讨论凸显了生产力提高的潜力与对质量下降和专业技能价值降低的恐惧之间的紧张关系。
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原文

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What if this is as good as software is ever going to be? What if AI stops getting better and what if people stop caring?

Imagine if this is as good as AI gets. If this is where it stops, you'd still have models that can almost code a web browser, almost code a compiler—and can even present a pretty cool demo if allowed to take a few shortcuts. You'd still get models that can kinda-sorta simulate worlds and write kinda-sorta engaging stories. You'd still get self-driving cars that almost work, except when they don't. You get AI that can make you like 90% of a thing!

90% is a lot. Will you care about the last 10%?

I'm terrified that you won't.

I'm terrified of the good enough to ship—and I'm terrified of nobody else caring. I'm less afraid of AI agents writing apps that they will never experience than I am of the AI herders who won't care enough to actually learn what they ship. And I sure as hell am afraid of the people who will experience the slop and will be fine with it.

As a woodworking enthusiast I am slowly making my peace with standing in the middle of an IKEA. But at the rate things are going in this dropshipping hell, IKEA would be the dream. Software temufication stings much more than software commoditization.

I think Claude and friends can help with crafting good software and with learning new technologies and programming languages—though I sure as hell move slower when I stop to learn and understand than the guy playing Dwarf Fortress with 17 agents. But at the same time AI models seem to constantly nudge towards that same median Next-React-Tailwind, good enough app. These things just don't handle going off the beaten path well.

Spend all the tokens you want, trying to make something unique like Paper by FiftyThree with AI tools will just end up looking normal and uninspired.
Spend all the tokens you want, trying to make something unique like Paper by FiftyThree with AI tools will just end up looking normal and uninspired.

Mind you, it's not like slop is anything new. A lot of human decisions had to happen before your backside ended up in an extremely uncomfortable chair, your search results got polluted by poorly-written SEO-optimized articles, and your brain had to deal with a ticket booking website with a user interface so poorly designed that it made you cry. So it's a people problem. Incentives just don't seem to align to make good software. Move fast and break things, etc, etc. You'll make a little artisan app, and if it's any good, Google will come along with a free clone, kill you, then kill its clone—and the world will be left with net zero new good software. And now, with AI agents, it gets even worse as agent herders can do the same thing much faster.

Developers aside, there's also the users. AI models can't be imaginative, and the developers can't afford to, but surely with AI tools, the gap between users and developers will be bridged, ChatGPT will become the new HyperCard and people will turn their ideas into reality with just a few sentences? There's so many people out there who are coding without knowing it, from Carol in Accounting making insane Excel spreadsheets to all the kids on TikTok automating their phones with Apple Shortcuts and hacking up cool Notion notebooks.

But what if those people are an aberration? What if this state of tech learned helplessness cannot be fixed? What if people really do just want a glorified little TV in their pocket? What if most people truly just don't care about tech problems, about privacy, about Liquid Glass, about Microsoft's upsells, about constantly dealing with apps and features which just don't work? What if there will be nobody left to carry the torch? What if the future of computing belongs not to artisan developers or Carol from Accounting, but to whoever can churn out the most software out the fastest? What if good enough really is good enough for most people?

I'm terrified that our craft will die, and nobody will even care to mourn it.

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