[AI Stock Investment Patterns, Part 21] 3-Scenario Analysis: Bullish, Neutral, and Bearish | Avoiding Reliance on a Single Forecast
The purpose of using AI for investment is not to predict the future with certainty, but to standardize verification procedures and reduce decision-making bias. In this installment, we will practically organize a '3-scenario analysis: bullish, neutral, and bearish'.
■ Why this perspective is necessary
It is important to set sales, profit margins, and valuation multiples for three different cases. While AI can quickly compare documents and organize key points, it does not guarantee the accuracy or timeliness of numerical data. Always verify primary sources such as earnings reports, timely disclosures, and securities reports.
■ Practical steps
First, determine your objective, holding period, and acceptable loss. Next, have the AI output bullish factors, bearish factors, uncertainties, and conditions that would change your judgment. Finally, the key is to decide in advance the conditions under which each scenario would collapse. Rather than focusing on the conclusion, leave a record that can be verified later in the same order.
■ For readers to verify with peace of mind
We do not adopt baseless target stock prices or expressions like 'it will definitely go up.' We do not use figures without sources, and we record unknown points as unknown. AI is not a tool to guarantee profits, but an aid to reduce oversights.
■ Summary
Rather than flashy predictions, a system that allows for re-verification under the same conditions is more useful in the long run. Verify with small amounts or paper trading, and keep only the conditions that suit you. This article is intended for information organization and does not recommend the buying or selling of specific stocks.
■ For those who want to see the 'pattern' of analysis with concrete examples
The approach covered here is common in that, even if the subject changes, it involves 'comparing multiple pieces of information in the same order and deciding on conditions for passing.' As an example in a different field, I have also published an AI analysis prompt that organizes boat racing exhibition data, motors, start timing, weather, and formations. This is not a product exclusively for stock investment. Please check the content and precautions, and only view it if you need it. If it does not suit you, there is no need to purchase it.
https://note.com/loots/n/nf3aeb4b37466