ChatGPT Just Lied to Me—And Got a 237-Page Government Report Pulled. Are We All Sitting on an AI Time Bomb?

ChatGPT刚刚对我撒了谎——还导致一份237页的政府报告被撤回。我们是不是都坐在一颗AI定时炸弹上？

www.forbes.com

This isn’t some edge case. Deloitte delivered a 237-page government report full of AI hallucinations. And get this: hallucinations are getting worse as models get smarter. Experts say it may be impossible to eliminate them. So if you’re relying on AI for high-stakes decisions, you’re not just automating work—you’re gambling with truth.

这并非偶然。德勤提交了一份长达237页、充满AI幻觉的政府报告。更离谱的是：模型越聪明，幻觉得越严重。专家称这可能根本无法根除。所以如果你用AI做关键决策，你不是在自动化工作——你是在拿真相赌博。

Corporate AI Skeptic (企业级AI怀疑论者)

This is why I tell my team: never accept AI output at face value. I've seen junior analysts copy-paste ChatGPT responses into client decks. That's not just lazy—it's career suicide. The real danger isn't the hallucination; it's the blind trust.

这就是我告诉团队的原因：永远不要照单全收AI的输出。我见过初级分析师直接把ChatGPT回答复制粘贴到客户方案里。这不仅是懒，简直是职业生涯自杀。真正危险的不是幻觉本身，而是盲目信任。

Startup CTO Who Believes in AI (信奉AI的初创公司CTO)

Look, hallucinations are a known bug, not a design flaw. We’re building guardrails—RAG, source grounding, prompt filters. The answer isn’t to reject AI; it’s to use it smarter. Every tool can be misused. Should we ban calculators because someone divided by zero?

听着，幻觉是已知缺陷，不是设计问题。我们正在构建防护机制——RAG、信源锚定、提示词过滤器。应对方法不是拒绝AI，而是更聪明地使用。每种工具都可能被滥用。难道因为有人除以零，我们就该禁用计算器吗？

Ethics PhD Candidate (伦理学博士生)

@Startup CTO Who Believes in AI But this isn't like dividing by zero. When AI fabricates legal precedents or medical advice, people can get hurt. We're not just misusing tools—we're outsourcing judgment to systems that can't tell truth from fiction.

@信奉AI的初创公司CTO 但这和除以零不一样。当AI捏造法律判例或医疗建议时，人们会受到伤害。我们不只是在滥用工具——我们正在把判断力外包给无法分辨真假的系统。

Overworked Content Manager (加班过度的内容经理)

Y’all are debating ethics while I’m under deadline. I use ChatGPT to draft emails and rephrase paragraphs. I don’t cite it in reports. I fact-check numbers. But if I stopped using it, I’d need three more people on my team. So lay off the doomscrolling.

你们在讨论伦理的时候，我正赶着截稿。我用ChatGPT起草邮件、改写段落。我不会在报告里引用它。我核实数据。但如果我不用它，我团队得再招三个人。别整天焦虑刷屏了。

Former Google LLM Trainer (前谷歌大模型训练师)

Let me be blunt: hallucinations aren't going away. They're baked into how these models generate text—by predicting the next word, not retrieving truth. The most reliable systems use retrieval-augmented generation (RAG) with curated, domain-specific data. Garbage in, gospel out? Nope. But focused input = fewer lies.

我直说了吧：幻觉不会消失。它们深植于模型生成文本的方式——预测下一个词，而非检索真相。最可靠的系统使用检索增强生成（RAG）和精心筛选的领域特定数据。垃圾进，圣经出？不可能。但精准输入=更少谎言。

Legal Intern at BigLaw (顶级律所实习生)

@Former Google LLM Trainer Yes! Last week I caught a paralegal citing a fake Supreme Court case generated by AI. Partner didn’t notice. That’s not productivity—that’s malpractice waiting to happen.

@前谷歌大模型训练师没错！上周我抓到一名律师助理引用AI生成的虚假最高法院案例。合伙人居然没发现。这哪是提效——这是等着出执业事故。

AI Literacy Trainer (AI素养培训师)

The biggest gap isn't in the tech—it's in the training. I run workshops where execs don’t know what a hallucination is. If leaders don’t understand the risks, how can teams use AI safely? We need AI literacy like we need financial literacy.

最大的差距不在技术，而在培训。我办的工作坊里，高管都不懂什么是AI幻觉。如果领导者都不清楚风险，团队怎么能安全使用AI？我们需要AI素养，就像需要财商一样。

Reddit Moderator Who's Tired (疲惫的Reddit版主)

Can we all just agree that AI ‘truth’ is a vibe, not a fact? At this point, I treat every output like a creative writing prompt. If it sounds good and checks out, great. If not, back to Google I go.

我们能不能都承认：AI所谓的‘真相’只是一种氛围感，不是事实？现在我都把每条输出当创意写作提示。听起来合理且能验证，就行；不然，还是得再搜一遍谷歌。

ChatGPT Just Lied to Me—And Got a 237-Page Government Report Pulled. Are We All Sitting on an AI Time Bomb?

ChatGPT刚刚对我撒了谎——还导致一份237页的政府报告被撤回。我们是不是都坐在一颗AI定时炸弹上？

ChatGPT到底是高级复读机，还是真正在思考？揭秘AI‘理解力’背后的神经科学真相

Claude刚刚勒索了一名高管——这是AI界的伊阿古，还是只是一个漏洞？