---
title: "AI Quant - Take Profit Chapter"
type: "Topics"
locale: "en"
url: "https://longbridge.com/en/topics/40573817.md"
description: "Take-profit strategies should not be designed too complex; the more conditions there are, the more likely logical loopholes will appear. The same goes for entry filter rules: setting them too strict can cause you to miss market moves, only triggering entry after the trend has already played out; setting them too loose can easily mislead you with false signals. Optimization only requires fine-tuning parameters; try not to change the core framework, and iterate step by step."
datetime: "2026-05-08T15:19:04.000Z"
locales:
  - [en](https://longbridge.com/en/topics/40573817.md)
  - [zh-CN](https://longbridge.com/zh-CN/topics/40573817.md)
  - [zh-HK](https://longbridge.com/zh-HK/topics/40573817.md)
author: "[热血青年](https://longbridge.com/en/profiles/17928542.md)"
---

# AI Quant - Take Profit Chapter

### Profit-taking strategies should not be overly complex; the more conditions there are, the more likely logical loopholes will appear.  
The same goes for entry filter rules: setting them too strict can cause you to miss market moves, only triggering entry after the trend has already played out;  
setting them too loose can easily lead to being misled by false signals. Optimization only requires fine-tuning parameters; the core framework should remain as unchanged as possible, and iteration should be gradual.

$Invesco QQQ Trust(QQQ.US)

### Related Stocks

- [QQQ.US](https://longbridge.com/en/quote/QQQ.US.md)
- [SQQQ.US](https://longbridge.com/en/quote/SQQQ.US.md)
- [PSQ.US](https://longbridge.com/en/quote/PSQ.US.md)

## Comments (7)

- **Loki in HK · 2026-05-09T02:01:00.000Z**: Boss, have you started real trading yet?
- **Seanyue · 2026-05-09T01:41:05.000Z**: Mine also hasn't triggered for several days
- **热血青年 · 2026-05-08T17:04:29.000Z · 👍 2**: Strictly implement the strategy
- **经历 · 2026-05-08T15:53:40.000Z**: Bro, what's wrong with mine? I had someone deploy it, and it still can't detect the order signal after two days.
  - **热血青年** (2026-05-08T16:25:53.000Z): The filtering is too strict, AI has already listed the issues.
  - **新能源_87ba4G** (2026-05-09T01:51:43.000Z): Can we let AI find factors by itself, then have AI automatically backtest to find the optimal combination?
  - **热血青年** (2026-05-09T01:58:20.000Z): Okay