Most of what is presented as opposition is just superficial noise.
A filtering network is not in logical opposition to basic prediction methods, but rather a prerequisite for their application.
In Tokyo, we must first ensure that investments meet strict compliance standards, such as corporate governance or risk prevention.
Without this initial filtering, methods based on models like LLMs operate on a universe of potentially non-viable assets; for example, a crypto exchange in Japan would not even consider a token without thorough regulatory verification.