# AI生成儿童百科全书被曝"身体恐怖"插图漏洞

- 来源：Hacker News 热门（buzzing.cc 中文翻译）
- 作者：surprisetalk
- 发布时间：2026-06-26 11:08
- AIHOT 分数：61
- AIHOT 链接：https://aihot.virxact.com/items/cmqudjw6i03gksl80lpsi21fk
- 原文链接：https://lcamtuf.substack.com/p/ai-childrens-books-body-horror-edition

## AI 摘要

安全专家lcamtuf购买了一本亚马逊畅销排行第一的AI生成儿童百科全书，发现书中插图出现大量“身体恐怖”缺陷：猫长着人脸、动物与树木融合成脉动的肉团、无头怪物缠绕读者脚踝。这些图片指向美国某头部实验室的旗舰模型生成。作者警告，尽管前沿模型在2025年夏季声称超越博士级智能，但2026年中问世的AI童书仍存在严重质量问题，正在影响儿童认知。当前模型无法保证内容准确性。

## 正文

lcamtuf’s thing

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AI children's books, body horror edition

Jun 26, 2026

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Last week, I posted a visual demonstration of the sameness of AI-generated content. This makes the output easy to spot even if all the individual pieces are perfect facsimiles of what a human could create:

#### The 100,000 whys of AI lcamtuf · Jun 21 Read full story

In the article, I collated a list of about 220 AI-generated children’s books, but I deliberately sidestepped the question of quality. These conversations almost never lead anywhere; the rebuttal is always that the next model will be better than the last. So, I tried to make a simpler point: the books are all the same. You lose more than you might be expecting if you let an LLM be your voice.

But as a parent, curiosity eventually got the better of me, so I purchased one of these Amazon bestsellers. And before we dive in, I think that children’s encyclopedias are targeted with such ferocity for three reasons:

They probably sell well. I’d wager that most children in the developed world get one at some point in their lives.

The buyer is not the reader. The books are judged by the cover and purchased as gifts by relatives or family friends.

In contrast to fiction, the “authors” can undercut traditional publishers without the risk of infringing on any closely-guarded intellectual property.

Of course, these encyclopedias shape the minds of young children, so we ought to set a high bar. Luckily, I’m told that frontier models have surpassed PhD-level intelligence in the summer of 2025. Most of the books in question were published mid-2026 and the artwork points to a flagship model from a major US-based lab. So, in all likelihood, there’s nothing to worry a—

Oh…

Oh.

Well, hoot!

Of course, good horror is more than just jump scares. Sometimes, it’s catching the glimpse of a reflection that’s reaching out to you:

Or maybe, it’s waking up on a planet you don’t recognize. You plead and beg and scream but no one will believe:

And hey — isn’t there something off about your cat?

You watch helplessly as beasts and trees fuse into a malevolent, pulsating mass:

The vines twist around your ankles; a raspy, disembodied voice keeps whispering unsettling words into your ear:

For the record, all of these photos come from the #1 category bestseller on Amazon (link):

Rankings and reviews can be faked, but if you browse the relevant product categories, this stuff is everywhere. I’m sure the exposure translates into real sales:

So, there you have it. Yep, it’s entirely possible that the models of tomorrow will be able to generate flawless children’s encyclopedias. But until then, we’re messing up some kids.

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Discussion about this post

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Nigel K Tolley

1h

I want a copy of your book, as you are a known entity with a... Soul? Morals? A compass? AI, unlike people, can never be held to account. Whether it's a self driving car running someone over, or a mutant ear/nose diagram, there's no way to ever improve anything.

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Dave92f1

1h

Messing up kids, or teaching them to distrust unreliable authorities?

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