?Personal investor CEOs who leave 90% to AI: John Shugiou-style method for the remaining 10%

? How to delegate 90% to AI in practice

What do you think? Simply asking for analysis alone won’t necessarily work. Shuugyou recommends connecting Google Drive, NotebookLM, and Gemini to create a single workflow. By gathering materials there, you can reuse it countless times.

For example, if you pass the condition of "significantly down, RSI below 30, then just recently rebounded," it will pick up the corresponding stocks and analyze them.

Short-term: have AI instantly read chart patterns; long-term: feed in financial statements and earnings call videos to uncover hidden risks. The key is to adjust what you delegate according to your investment style.

Which style would you use to operate AI?

? Do you understand why you shouldn’t ask whether it will go up or down?

Here lies the irony.

If you ask AI, "Will this go up?" you get an answer that is not analysis but more like a fortune-telling guess. John Shuugyou says he would never ask in this way.

Instead, give the instruction, "Based on this analysis, present three plausible scenarios," and after three are provided, you decide how much weight to give to each, as a human.

This is exactly like a president and subordinate relationship. AI is an excellent subordinate, but the final decision is made by the president. Forgetting this division of roles can lead to collecting only convenient answers.

How would you decide?

The era of entrusting 90% to AI

What’s interesting in Shuugyou’s approach is not only “what to entrust to AI,” but also clearly stating “what you will decide for yourself in the end.”

AI handles analysis, organization, comparison, and verification—large volumes of work—while humans observe the results and make judgments. This could be applied not only to investing but also directly to trading.

For example, even with One-Click FX, you can hand over trading data to AI for analysis, review past trades, and look for improvements from charts and trading histories, making the process of “verification” itself more efficient through collaboration with AI.

In the end, the era of leaving 90% to AI does not mean humans do nothing. Rather, by letting AI handle tedious tasks, investors can focus on the core job of how to make judgments.

Don't have AI decide everything for you; use AI as an excellent chief of staff.And the final 10% should be decided with your own responsibility. The trading environment moving forward seems to head in that direction.