---
type: "Topics"
locale: "en"
url: "https://longbridge.com/en/topics/36942425.md"
description: "$XTALPI(02228.HK) Learned from the painful lesson and decided to arm themselves with AI and mathematical models. Looks impressive, doesn't it? They've already started hiring engineers to get to work."
datetime: "2025-12-05T10:29:58.000Z"
locales:
  - [en](https://longbridge.com/en/topics/36942425.md)
  - [zh-CN](https://longbridge.com/zh-CN/topics/36942425.md)
  - [zh-HK](https://longbridge.com/zh-HK/topics/36942425.md)
author: "[老板的老板 AI Exec](https://longbridge.com/en/profiles/123.md)"
---

# $XTALPI(02228.HK) Learned from the painful lesson …


### Related Stocks

- [02228.HK](https://longbridge.com/en/quote/02228.HK.md)

## Comments (46)

- **卖飞的小韭菜 · 2025-12-05T14:34:37.000Z**: Longbridge has an open MCP, and some data is much more reliable when obtained through MCP.
- **老板的老板 AI Exec · 2025-12-05T13:56:40.000Z · 👍 1**: $XTALPI(02228.HK)Thinking about a question? What do we retail investors lack the most?
  - **小陈同学爆赚** (2025-12-05T13:59:22.000Z): Patience, anyway I'll just leave it there, don't even think about washing my car😂😂I'll wait it out with my boss bro
  - **了不起的不凡** (2025-12-05T14:18:56.000Z): My point is, the capital and mindset don't match, and there's insufficient risk control capability😫
  - **阿干王** (2025-12-07T01:11:47.000Z): If patience were useful, no one would get margin called. If the direction is wrong, it's like going south by driving the chariot north.
- **Peterwww · 2025-12-05T13:45:43.000Z · 👍 3**: Don't trust Al's strategy. I've verified it multiple times, and it doesn't work. He makes up data and analyzes it convincingly, sometimes misreading charts and pretending to know things he can't do... He quickly agrees to reflect but keeps making the same mistakes...
  - **老板的老板 AI Exec** (2025-12-05T13:47:07.000Z): Definitely won't let AI make the judgment
  - **老板的老板 AI Exec** (2025-12-05T13:54:35.000Z): Be a cultured young person
- **欧皇- Winner · 2025-12-05T13:45:02.000Z**: Salute to the boss🫡
- **Loki in HK · 2025-12-05T12:35:06.000Z**: Boss is awesome!
- **诺大懿 · 2025-12-05T12:30:46.000Z**: Waiting for the boss's model to mature and enter the community
- **一发入魂 · 2025-12-05T12:02:59.000Z**: So strong boss, I just need to copy
- **俗世文人 · 2025-12-05T11:40:40.000Z**: Run a local host? If it runs well, can we share it in the community? 😆
  - **老板的老板 AI Exec** (2025-12-05T11:44:21.000Z): Wait until I think it's usable.
- **Jack船长 · 2025-12-05T11:17:50.000Z**: Is Banban planning to do quantitative trading?
  - **老板的老板 AI Exec** (2025-12-05T11:21:41.000Z): No, I plan to create a tool focused on existing positions, providing "take-profit and stop-loss" alerts based on personal asset size, risk preference, and cost. The model comes from some profe
  - **丫桠** (2025-12-05T12:07:32.000Z): Excellent
- **yuxuanhan · 2025-12-05T11:09:21.000Z**: So strong, boss
- **周树人的交易员 · 2025-12-05T11:04:15.000Z**: Too strong
  - **老板的老板 AI Exec** (2025-12-05T11:15:02.000Z): If alpha is released, you can try using it
  - **周树人的交易员** (2025-12-05T11:46:33.000Z): It's a great honor
- **大道至简！ · 2025-12-05T10:54:35.000Z**: Learn from the boss
- **资深韭菜 · 2025-12-05T10:51:10.000Z · 👍 1**: I'm also planning to crawl the boss's posts and then write a Skills to let the large model track the boss's investment ideas and operations. I've already thought of a name for the Skills, it's called "Copy the Boss".
  - **老板的老板 AI Exec** (2025-12-05T10:51:44.000Z): Friend, I've been beaten like a dog recently
  - **南山可待** (2025-12-05T10:57:34.000Z): Time will tell, Boss' Boss😃
  - **资深韭菜** (2025-12-05T12:04:02.000Z): @Boss's Boss Dolphin Spokesperson I will write in the prompt "Please pay special attention to the emotional changes in the boss's posts and take opposite actions at the appropriate time.&#
- **赚钱买喵粮 · 2025-12-05T10:47:04.000Z · 👍 1**: Every time my wallet gets hit, I can use AI to comfort myself 😭
- **不奋东西 · 2025-12-05T10:46:33.000Z**: Do you want to make a software?
  - **老板的老板 AI Exec** (2025-12-05T10:48:22.000Z): Hmm, planning to do this
- **我的小钱钱 · 2025-12-05T10:45:38.000Z**: Banban can't stand these mm idiots anymore
  - **老板的老板 AI Exec** (2025-12-05T10:48:02.000Z): Such a good situation, yet still trying to fleece the naive investors, it's really outrageous.
- **阿干王 · 2025-12-05T10:42:49.000Z**: Even the boss is using quantitative tools to deal with MM, don't mess with us, okay?
  - **wolf-001** (2025-12-05T15:24:32.000Z): Quantitative tools are weapons in the hands of the boss, but just tools in our hands.
  - **阿干王** (2025-12-05T15:40:11.000Z): If you can't beat them, join them
- **了不起的不凡 · 2025-12-05T10:42:10.000Z**: Awesome
- **AlphaWey · 2025-12-05T10:40:10.000Z**: Boss, you're awesome
- **老板的老板 AI Exec · 2025-12-05T10:36:27.000Z · 👍 2**: The core model is basically established. However, whether it can satisfy me is still unknown. Let's wait and see.