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Good Ideas 2.0

一个自动驾驶工程师的场景育儿笔记 A Self-Driving Engineer's Field Notes on Parenting
育儿和自动驾驶是同一件事——都是在一个个不可预测的场景中,学会什么时候介入,什么时候放手。 Parenting and self-driving are the same thing — learning when to intervene and when to let go, one unpredictable scenario at a time.
GitHub 仓库 GitHub Repo 阅读目录 Table of Contents

三层价值叠加 Three Layers of Value

Michael Rosen 的经典理念 × 自动驾驶的场景方法 × AI 时代的新工具 Michael Rosen's classic ideas × scenario-driven methods from self-driving × AI-age tools

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Rosen 的四个关键词 Rosen's Four Keywords

探究 (Investigation)、解读 (Interpretation)、发明 (Invention)、合作 (Co-operation)。来自英国桂冠儿童诗人 Michael Rosen 的经典育儿理念。 Investigation, Interpretation, Invention, Co-operation. Classic parenting philosophy from UK Children's Laureate Michael Rosen.

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场景驱动的育儿 Scenario-Driven Parenting

不是用一套"正确理论"套用到所有时刻,而是在每个具体场景中观察、判断、回应——就像自动驾驶的场景测试方法一样。 Instead of applying one "correct theory" to every moment, observe, assess, and respond in each specific scenario — just like scenario-based testing in autonomous driving.

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AI:第三个学习伙伴 AI: The Third Learning Partner

不是"AI取代父母",而是"父母 + 孩子 + AI"的三角关系。每章附带可直接使用的 AI Prompt。 Not "AI replacing parents," but a triangle of parent + child + AI. Each chapter includes a ready-to-use AI prompt.

自动化等级 × 育儿 Automation Levels × Parenting

每个父母每天都在做"场景判断":这个场景下,我该介入到什么程度? Every parent makes "scenario judgments" daily: how much should I intervene in this situation?

L0
人类全程驾驶Full human driving
你替孩子做一切决定You make every decision for the child
L1
辅助驾驶Driver assistance
你扶着他骑自行车You hold the bike while they ride
L2
部分自动Partial automation
他自己做作业,你在旁边看着They do homework; you watch nearby
L3
有条件自动Conditional automation
他自己去便利店买酸奶They go to the corner shop alone
L4
高度自动High automation
他自己安排周末怎么过They plan their own weekend
L5
完全自主Full autonomy
他成年了,完全独立决策They're grown up, fully independent

目录 Table of Contents

15个场景 + 3个附录 | 持续更新中 15 scenarios + 3 appendices | Work in progress

Part 1: 我们的"操作系统"Part 1: Our Operating System

Part 2: 场景库 — 日常篇Part 2: Scenarios — At Home

Part 3: 场景库 — 出门篇Part 3: Scenarios — Out & About

  • Ch9 在街上走路,孩子突然蹲下来不走了
  • Ch9 Walking — they suddenly squat and won't move
  • Ch10 长途旅行,"还有多远???"
  • Ch10 Road trip: "Are we there yet???"
  • Ch11 博物馆里,"好无聊,我想走了"
  • Ch11 At the museum: "I'm bored, let's go"
  • Ch12 孩子不想上学了
  • Ch12 They don't want to go to school

Part 4: 放手的艺术Part 4: The Art of Letting Go

Lucky's Playground Lucky's Playground

这本书的"活样本"——一个 4 岁半的娃 × Claude Code,我们一起做的小游戏。打开就能玩。 The book's living companion — small games built together with Claude Code by a 4.5-year-old and his dad. Open and play.

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警灯鸣笛器 Police Siren
英 / 美 / 中三国警车切换,车道往后跑就像在追嫌犯。 US / UK / CN police cars, sirens, and scrolling lane lines.
🛠️
超级组合车 Truck Mixer
警车 + 装载机 + 吊车 + 挖掘机 + Monster Truck 随意组合,自动合成。 Mix police / loader / crane / excavator / monster into one mega-vehicle.
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恐龙点名器 Dino Roll Call
8 只恐龙逐一登场,各有专属咆哮声与资料卡。 8 dinosaurs with unique silhouettes and signature roars.
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工程车恐龙方块 Truck Dino Blocks
把工程车和恐龙装进俄罗斯方块,城市 / 自然背景可切换。 Tetris-style blocks filled with truck and dinosaur images.
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未来工程车实验室 Future Builder
给 Lucas 的未来工程车解谜游戏,按顺序选择车辆完成清障、搭桥和修路。 A future construction puzzle: choose the right vehicles in the right order.
全部游戏 🎮 All Games 🎮 5 个已上线 · 更多敬请期待 5 live · more coming

关于作者 About the Author

Yuxin Zhang

张玉新 Yuxin Zhang

吉林大学副教授 | 卓驭科技首席安全专家 | 驭研科技创始人 | Lucky的爸爸 Associate Professor, Jilin University | Chief Safety Expert, ZYT | Founder, DRIVEResearch | Lucky's Dad

身兼数职的斜杠学者:大学里带研究生、做科研,企业里推量产安全方案,创业公司里带团队采集全球最大规模的航测自然驾驶数据集之一。凌晨4点回复国内邮件,上午9点推进英国的研究,下午3点准时出现在学校门口接儿子。他在英国独自带娃的一年里发现,育儿和自动驾驶是同一个问题——都是在一个个不可预测的场景中,学会什么时候介入,什么时候放手。这本书就是他和5岁儿子Lucky在纽卡斯尔的探究日志。 A slash-career academic juggling multiple roles: supervising graduate students and publishing research at a university, driving production-ready safety solutions at an automotive tech company, and leading a startup that has built one of the world's largest aerial naturalistic driving datasets. At 4 a.m. he answers emails from China; at 9 a.m. he works on UK-based research; at 3 p.m. sharp he's at the school gate to pick up his son. During a year of solo parenting in Newcastle, he discovered that parenting and autonomous driving are the same problem — learning when to intervene and when to let go, one scenario at a time. This book is his field journal with his 5-year-old son Lucky.

公众号:张玉新-AutoZYX — 回归斜杠,拥抱AI,成为Auto(自动/自主/自发/自我驱动/汽车)的ZYX。 WeChat: 张玉新-AutoZYX | LinkedIn — Embracing AI, becoming Auto (autonomous / self-driven / automotive) ZYX.

这是一个开源项目 This Is an Open-Source Project

Apache 2.0 许可 | 欢迎贡献你的场景 Apache 2.0 License | Your scenarios are welcome

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每个家庭都有自己的场景库 Every family has its own scenario library

你的经验也许正是另一个父母最需要的。在 GitHub 提交你的育儿场景,成为这本书的一部分。 Your experience might be exactly what another parent needs. Submit your parenting scenario on GitHub and become part of this book.

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音频优先 Audio First

作者因角膜移植需要控制屏幕时间,因此每章都提供音频版——这也是忙碌父母最实用的阅读方式。 The author limits screen time due to a corneal transplant, so every chapter comes with an audio version — also the most practical format for busy parents.

关于作者 About

张玉新 / Yuxin Zhang

autozyx.com · LinkedIn · Google Scholar · 公众号: 张玉新-AutoZYX WeChat: 张玉新-AutoZYX