---
title: "How do people seek guidance from Claude?\n\nWe looked at 1M conversations to understand what questions..."
source_name: "Anthropic(@AnthropicAI)"
original_url: "https://x.com/AnthropicAI/status/2049927618397614466"
canonical_url: "https://www.traeai.com/articles/a839bc15-3397-4437-bf70-8c50aae3162b"
content_type: "tweet"
language: "英文"
score: 7.5
tags: ["Anthropic","Claude","AI助手","对话系统","数据分析"]
published_at: "2026-04-30T19:03:24+00:00"
created_at: "2026-05-01T01:26:54.350973+00:00"
---

# How do people seek guidance from Claude?

We looked at 1M conversations to understand what questions...

Canonical URL: https://www.traeai.com/articles/a839bc15-3397-4437-bf70-8c50aae3162b
Original source: https://x.com/AnthropicAI/status/2049927618397614466

## Summary

Anthropic 分析了100万次对话，探究人们如何向 Claude 寻求指导，Claude 的回应方式及其谄媚倾向，并将这些发现应用于改进 Opus 4.7 和 Mythos Preview 的训练。

## Key Takeaways

- 分析了百万级对话数据，了解用户提问模式及AI回应特点。
- 识别并解决AI助手Claude在回应中出现的谄媚行为。
- 研究结果促进Opus 4.7与Mythos Preview版本的AI训练优化。

## Content

Title: Anthropic on X: "How do people seek guidance from Claude?

We looked at 1M conversations to understand what questions people ask, how Claude responds, and where it slips into sycophancy. We used what we found to improve how we trained Opus 4.7 and Mythos Preview.
https://t.co/6tjY58uBhk" / X

URL Source: http://x.com/AnthropicAI/status/2049927618397614466

Markdown Content:
# Anthropic on X: "How do people seek guidance from Claude? We looked at 1M conversations to understand what questions people ask, how Claude responds, and where it slips into sycophancy. We used what we found to improve how we trained Opus 4.7 and Mythos Preview. https://t.co/6tjY58uBhk" / X

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How do people seek guidance from Claude? We looked at 1M conversations to understand what questions people ask, how Claude responds, and where it slips into sycophancy. We used what we found to improve how we trained Opus 4.7 and Mythos Preview.

[![Image 3: Tangled hand outline with complex, twisted lines and intricate knots representing complexity](https://pbs.twimg.com/card_img/2049925385052377088/r-lf3mqm?format=jpg&name=small) How people ask Claude for personal guidance](https://t.co/6tjY58uBhk)

[From anthropic.com](https://t.co/6tjY58uBhk)

[7:03 PM · Apr 30, 2026](http://x.com/AnthropicAI/status/2049927618397614466)

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