AI 入门不用拜师，摸黑走一段就有手感了You do not need a master to start with AI — poke at it for a while and it clicks.

6 个站Six sites ，各管一件事。卡在哪儿就翻哪儿，不卡的地方跳过也完全没问题。 , one job each. Look up whatever you are stuck on; skip the rest, that is fine.

名词看不懂，我们先给你铺个路Terms made no sense — here is a path in

116 个词按「先学什么后学什么」排成六层，每个配一句大白话和官方出处。今天挑用得上的看两三个就够，不用一次看完。116 terms ordered by what to learn first, each with a plain-language explanation and its primary source. Read two or three today; you do not have to finish it in one go.

学 AILearn AI 116 词 · 六层116 terms · 6 layers

工具挑不动，我们摊开给你对比Too many tools to choose from — laid out side by side

36 份主流工具用同一套标准过一遍：各自能做什么、装在哪、权限多大。分数我们不替你排，你按自己需求挑就行。36 mainstream tools run through one yardstick: what each can do, where it installs, how much permission it wants. We do not rank them for you — pick by your own needs.

Agent 图谱Agent atlas 36 份 · 同一套标准36 entries · same yardstick

想在本地跑模型，我们帮你算清楚Want to run models on your own machine — here is the arithmetic

7 个系列、91 个量化仓、846 个档位。报一下显卡型号，我们倒推该下哪一档 —— 调参那些先放着。许可也逐条抄自发布页。7 series, 91 quantisation repos, 846 tiers. Tell us your GPU and we work backwards to the tier that fits. Skip the tuning for now. Licences are quoted from their release pages.

Models 图谱Models atlas 846 个量化档846 quant tiers

想做个游戏，我们陪你少踩坑Want to make a game — fewer detours

哪些环节 AI 真能省事、哪些其实一点没变。五阶段教学 + 5 个引擎档案，顺带说清美术和音频能不能商用。Which parts AI genuinely speeds up, and which it has not touched at all. Five teaching stages plus 5 engine profiles, and where the commercial rights on art and audio actually sit.

AI 做游戏Vibe Gaming 25 页 · 5 引擎25 pages · 5 engines

不知道搜什么，我们先替你逛一遍No idea what to search for — we did the walk first

527 个 AI 网站按 11 类归好，每条一句话说清「做什么、适合谁」。链接我们挨个点过，失效的没偷偷留着。527 AI sites filed into 11 categories, each in one line: what it does, who it suits. We opened every link; the dead ones are not quietly kept.

硅基导航Directory 527 条 · 11 类527 links · 11 cats

还是对不上？换个说法找找看Still nothing matching? Try another way of asking

「训练」和「推理」老是分不清I still cannot tell training from inference → 学 AI→ Learn AI

在用了，说不清它到底动了我的什么I use one but cannot say what it touches → Agent 图谱→ Agent atlas

怕东西传出去，或者账单按住不住Worried about data leaving, or a runaway bill → Models 图谱→ Models atlas

按品类逛Browse by category527 条 AI 资源，每条一句话说清「做什么、适合谁」527 AI resources, one line each on what it does and who it suits

大模型与对话LLMs & chat44 AI 编程与 AgentAI coding & agents30 多模态生成Multimodal generation56 AI 办公与垂直应用Applications47 模型与权重Model providers26 开发框架与工具Developer tools42 算力与芯片Infrastructure55 机器人与具身智能Robotics & embodied87 学习资源Learning43 社区与资讯Community25 开发者工具Tools & utilities72

投机：多押几条路Speculate: hedge across several paths

与其赌对一条，不如同时试几条，让能跑起来的东西替你把错的淘汰掉。Rather than betting on one path, try several at once and let whatever actually runs eliminate the wrong ones.

推演：先做出能跑的Simulate: get something running first

与其写一份报告，不如先搭个原型试试手。我们喜欢能点开、能玩、能改的东西。Rather than writing a report, build a rough prototype and feel it out. We like things you can open, play with and change.

我们的底线What we will not do

不排总分名次，查不到的就写查不到，来源链接都点得开。你要是当广告看，那就当广告看。No overall rankings. If we cannot verify it, we write that we cannot. Every source link opens. If this reads as advertising to you, then it is advertising.