From reading the article, how do we know that the algorithms are actually working? Isn't the market overall increasing in value which could make it seem like th

From reading the article, how do we know that the algorithms are actually working? Isn't the market overall increasing in value which could make it seem like the models are effective? How does Machine Learning / A.I. differentiate between correlation and causality?