AI 辅助限制

Lesson Overview

In "AI-Powered Trading Decisions" → "AI 智能复盘", this lesson "AI 辅助限制" builds knowledge you can apply immediately.

AI可能幻觉、受提示影响、忽略上下文或输出过期建议。输入还涉及隐私；不应提交密码、证件、账户明细或未经授权的他人资料。 把必要字段最小化/脱敏→标固定样例与在线模式→验证引用→人工审核→禁止自动执行高影响动作。 本课作业：列一个模型应回答“不知道”的场景，以及允许提交的脱敏替代输入。

Core Concepts

These points align with the video walkthrough—take notes as you watch.

• ▸AI可能幻觉、受提示影响、忽略上下文或输出过期建议。输入还涉及隐私；不应提交密码、证件、账户明细或未经授权的他人资料。
• ▸把必要字段最小化/脱敏→标固定样例与在线模式→验证引用→人工审核→禁止自动执行高影响动作。
• ▸本课作业：列一个模型应回答“不知道”的场景，以及允许提交的脱敏替代输入。

Practical Application

After studying, complete the companion practice lesson to move from understanding to doing.

• ▸Follow along in Jupyter or VS Code
• ▸Log how parameter changes affect backtest results
• ▸Submit a reproducible analysis notebook

FAQ

• ▸Q: How does this lesson fit the course? A: Part of "AI 智能复盘"—follow the curriculum order.
• ▸Q: What do I need? A: Demo account and notes; quant lessons need a Python environment.
• ▸Q: How do I know I've mastered it? A: Pass the quiz and explain three key points of AI 辅助限制 on your own.