How do AI researchers view the market? [happy Angel/vol.01]

Hello! This is Tejima from GogoJungle.

“Can the market be predicted?”
There is a developer who continues to research this theme, which many traders pursue, using a unique approach.

This time, we spoke with Mr./Ms. happy Angel.

This developer has experience at supercomputer development firms and generative AI-related companies and applies that knowledge to market research.

Years of research are reflected in the currently available “BIG BANG 80X Pro” and the freely distributed “AI Mode Secretary Hikari.”
This time, we asked how AI research experience is being applied to market analysis and the thinking behind it.

Experience in Generative AI Development and the Origin of Market Research

Mr./Ms. happy Angel had been involved in AI development even before the current generative AI boom.

At the time, they were advancing generative AI-related development at a Japanese company, but the COVID-19 pandemic struck during fundraising, forcing the project to be put on hold.

Afterward, while watching generative AI rapidly develop worldwide, they say the knowledge cultivated in the development field has greatly benefited their current research.

Unlike those who started using AI as end users,their understanding of how it works from the developer sidehas been valuable for their current research.

From “Remembering Answers” to “Inferring” with AI

Machine learning, which was mainstream until a few years ago, returned answers based on pre-trained data.

However, today’s generative AI centers on “inference-based AI,” which infers the situation from vast information and derives the most probable answer.

To keep up with the latest technologies every day, Mr./Ms. happy Angel not only uses paid AI services but also reads overseas research papers and academic materials.

“Markets, like the natural sciences, are a clash of forces. When viewed as a research subject, academic approaches are extremely informative.”

Among the papers published by universities and research institutions, many cover market analysis and financial engineering, and those findings are incorporated into tool development.

Researched “Up or Down,” Not “How to Win”

Through years of research, Mr./Ms. happy Angel reached a conclusion.
That is,
“If you search for ways to win, you won’t reach the essence.”
That’s the point.
Because whether one can win is heavily influenced by each trader’s decisions and emotions.

Some enter immediately when a signal appears, while others hesitate for a few seconds.
This makes itimpossible to maintain objectivityas a research subject. So the research theme was changed from the ground up.

“From the moment a signal appears until the next signal appears, does price go up or down?”

They focused on analyzing only that single point thoroughly. Instead of win or lose, predict the price movement itself.
As a result, they found a certain regularity that developed into a unique calculation logic.

“AI Mode Secretary Hikari” Incorporating AI Thinking

The research results are also utilized in “AI Mode Secretary Hikari,” which is being distributed as a bonus this time.
While there is a method that uses external generative AI,processing speed is a major challenge for short-term trading,they say.
Therefore, instead of relying on external AI, they built a proprietary logic that runs within MT4.
While incorporating AI’s inferential way of thinking, they realized a mechanism that analyzes market conditions in real time.

In this interview, we mainly asked about their perspectives on AI research and market analysis.
Next time, we will delve deeper into how those research results are incorporated into “BIG BANG 80X Pro,” including specific logic and development background.