The "last" of the signing tool
・Many signals are difficult to validate continuously with a premise of change
・Oni Soku AI is designed so microAI re-learns thousands of conditions and does not stop revalidation
The Real Reason Why Signal Tools Start Working Poorly Suddenly
“Yesterday I was winning, but suddenly the losses started piling up.”
“I entered in the same pattern, but somehow it moves the opposite way.”
This is not your lack of senseThe market character has changedmight be the signal.
Many signalsare not premised on changein advance.
the result of deteriorationappearing.
Validation performance that humans find difficult to reproduce.
The market does not stay in the same state
The market may look like the same chart, but its contents have actually changed.
Therefore, yesterday’s correct move can be today’s minefield.
The causes of “stops working” are a set of three changes
The phrase “the market changed” sounds vague, but in reality it arises from combinations of these factors.
Many signal tools have a structure that “collapses suddenly”
This is not about the developer being at fault, but a “structural barrier” of the difficulty in continuous validation.
“Suddenly stops working” is actually the result of gradual deterioration
・Drawdown deepens
・Frequency of losses increases
・Same signal, but the rebound becomes shallower
People are busy, so they often dismiss these signs as a fluke.
But if you ignore them, one day it will look like“Suddenly it became terrible”.
Oni Soku AI is designed so it does not stop validating
・It continually revalidates what it has learnedautomatically
・Humanly impossible to reproduce,validation performance (speed, frequency, continuity)
maintaining a state that is hard to break.
If three criteria apply, there is a possibility of degradation
・Previously winning patterns now lead to more losses
・Validation and review have not been done for a whilein a while
Even though it looks like “suddenly not working,” the causes have often been piling up for a long time.
