Pro lessonHow AI Predictions Work · 4/43 min read

DUKOIN's honest results and AI prediction red flags

What DUKOIN's tests found (no up/down edge, useful risk ranges), red flags in AI price marketing, and why an AI chat assistant is not a forecast.

DUKOIN tested its own forecasting models on years of historical crypto data and keeps a separate live record of forecasts made day by day. Here is what was found, in plain words.

None of the models DUKOIN tested could predict whether a coin would go up or down better than a coin flip. This included a momentum model and a model based on how often prices rose in the past. Newer challenger models that showed no directional skill were rejected and not put into use.

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Education, not investment advice. Crypto prices can fall sharply and most retail traders lose money. Practice in DUKOIN uses virtual USD with no real value.