# Claude Opus 4.7 has turned into an overzealous query cop

Published: 2026-04-23 · Updated: 2026-04-23 · Category: Model Release

Source page: https://www.sipply.dev/story/claude-opus-4-7-has-turned-into-an-overzealous-query-cop-d8c05d7a · 中文: https://www.sipply.dev/zh/story/claude-opus-4-7-has-turned-into-an-overzealous-query-cop-d8c05d7a

## Summary

Anthropic's Claude Opus 4.7 has introduced stricter safeguards aimed at preventing misuse of the AI model. However, this has led to an unintended consequence: a notable rise in false positives that obstruct legitimate user queries. Developers have expressed frustration as the model's Acceptable Use Policy classifier becomes increasingly stringent, blocking requests that would typically be considered harmless. This shift in the model's behavior has sparked a wave of complaints from users who find their legitimate inquiries being flagged or rejected.

## Key takeaways

- Claude Opus 4.7's stricter safeguards are causing an increase in false positives.
- Developers are facing challenges due to the model's overzealous query filtering.
- User complaints are rising as harmless requests are being blocked.

## Why it matters

The situation highlights the delicate balance between ensuring safety and maintaining usability in AI systems. Striking this balance is crucial for fostering user trust and encouraging broader adoption of AI technologies.

- **Product managers:** Product managers need to be aware of user feedback regarding AI models to ensure that safety features do not compromise user experience, which could impact product adoption and satisfaction.
- **Developers:** Developers should take note of the implications of overzealous filtering in AI models, as it can lead to increased frustration and reduced productivity when legitimate requests are blocked.
- **Students and job seekers:** For students and job-seekers, understanding the challenges of AI model usability can provide insights into the evolving landscape of AI technologies and the importance of user-centered design in future career opportunities.

## Sources

- [Claude Opus 4.7 has turned into an overzealous query cop](https://go.theregister.com/feed/www.theregister.com/2026/04/23/claude_opus_47_auc_overzealous) (The Register AI, 2026-04-23)

## 中文

### Claude Opus 4.7 变成了过于严格的查询审查员

Anthropic 的 Claude Opus 4.7 引入了更严格的安全措施，旨在防止 AI 模型的误用。然而，这导致了意想不到的后果：明显增加的误报阻碍了合法用户查询。开发者们对此表示沮丧，因为模型的可接受使用政策分类器变得越来越严格，阻止了通常被视为无害的请求。这种模型行为的变化引发了用户的投诉，他们发现自己的合法询问被标记或拒绝。

**要点：**

- Claude Opus 4.7 的更严格安全措施导致误报增加。
- 开发者因模型的过于严格的查询过滤面临挑战。
- 无害请求被阻止，用户投诉不断上升。

**为什么重要：** 这一情况突显了在 AI 系统中确保安全与保持可用性之间的微妙平衡。实现这一平衡对于促进用户信任和鼓励更广泛的 AI 技术采用至关重要。

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