人工智能美学
The AI Aesthetic

原始链接: https://blog.jim-nielsen.com/2026/ai-aesthetic/

设计惯用语往往源于技术限制,有些随着潮流更迭而消逝,有些则成为软件交互的永久固定元素。移动互联网革命时期汉堡菜单的兴起,就是一个持久标准的典型范例。 当前,人工智能的繁荣正在建立其特有的美学与功能词汇。我们从“闪光”图标的普及、流式文本输出,以及用于提示异步处理的“微光”动画中可见一斑。然而,这些模式也正以某种方式渗透到更广泛的软件设计中,其影响未必全是改进。作者指出,微细图标的兴起、特定的配色方案(米色与橙色)、衬线字体的应用,以及为应对人工智能非确定性而动态变换的“打地鼠”式 UI 控件,都在不断增加。 核心问题依然在于:这些人工智能驱动的审美中,哪些只是昙花一现的时尚,哪些又将扎根并定义人机交互的未来?随着这些模式超越人工智能专用工具的范畴,它们正逐渐重塑我们对软件界面的期待,并可能在未来多年内改变我们与计算机的交互方式。

这篇 Hacker News 的讨论探讨了现代软件设计中一种可识别的“AI 美学”的出现。用户们争论目前的趋势——例如使用微型图标、特定的配色方案(如米色/橙色)以及衬线字体——究竟是 AI 驱动的真正转变,还是现有设计演变的简单延续。 讨论的一个核心观点是,为什么 AI 生成的设计往往显得平庸或重复。评论者指出,由于大语言模型(LLM)针对一致性进行了优化,它们在代码和设计输出中自然会趋向于“平庸的平均值”。为了打破这种统一性,一些专家建议将扩散模型或“图像转网页”的工作流程作为起点,相较于基于文本的代码生成,这种方式能带来更独特的视觉创造力。 其他贡献者则从更广阔的角度审视这些趋势,指出像“汉堡菜单”或骨架屏动画(shimmer effects)等 UI 模式,往往是从“移动端优先”或骨架屏 UI 的趋势中沿袭而来的。最终,该帖认为,尽管 AI 工具正在影响现代界面(通常倾向于终端用户界面或极简装饰风格),但设计仍然是一个连续的演变过程,而非与过去彻底割裂。
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原文

Every zeitgeist comes with new design idioms unique to its challenges. Many of them disappear as fads change, but others bake themselves into deeper parts of existing software interaction paradigms.

For example, there’s the hamburger menu (≡) which saw a proliferation during the rise of mobile due to the constraints around screen size. It has since spread to many other parts of software interaction design and will likely remain prevalent for a long time as a terse way of indicating “more menu-type content here”.

As another example, before AI what were the connotations of the sparkle emoji ✨? Personally, I don’t know, but now it means AI. (AI = sparkles and rainbow colors — it’s funny when you think about it. They should’ve just thrown unicorns in there for the trifecta. AI = sparkles, rainbows, and unicorns ✨🌈🦄. Apt.)

Some patterns are very specific to the interactions inherent to the nature of AI as a technology. For example: streaming text. This is a pattern made for and refined by chat interfaces, so it may not have tons of utility for reuse across other software interaction paradigms.

Animated GIF showing text appear chunk-by-chunk into an interface.

Then there are other patterns that’ve been refined by AI interfaces and are starting to spread to other places in software. For example, the “shimmering text” which in AI land implies a kind of “thinking” but is being repurposed to indicate any kind of asynchronous task (thinking, fetching, computing, etc.).

Animated GIF of the text “Generating response” whose text is shimmering left-to-right.

Then there are other influences my subconscious is picking up on. For example, a lot of AI apps use tiny icons. These are most obvious (to me) in desktop Electron apps because they clash with the system-level grain of applications. Take a look at this screenshot, where you have desktop AI apps on the left (Claude, Codex, Cursor) and macOS apps from Apple on the right (Finder, Photos, Mail). You can see how the AI apps all have much smaller, thinner icons than their native counterparts.

Screenshot of various sidebars from AI tools and apps on macOS. All the AI sidebars have much smaller, thinner icons than what macOS Tahoe provides by default.

Are tiny icons our collective future in interfacing with computers? (Personally, I hope not.)

There are other aesthetics my brain associates with AI, like beige/cream colors, orange accents, and serif typefaces as well as whack-a-mole UI controls (you know, the ones where you click the toggle and the entire UI repaints and you have to move your mouse somewhere else in the UI to click the toggle again? The non-determinism of AI’s grain has seeped into its UI/X).

It all makes me wonder what other aesthetics are being born out of this AI moment and how many will spread, take seed, and become part of common software interaction paradigms for years or decades to come?

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