I wonder if this is actually a small problem, or, reflection of the reality at this moment, that past performance is not necessarily indicative of future result

I wonder if this is actually a small problem, or, reflection of the reality at this moment, that past performance is not necessarily indicative of future results. "___ is recommending ___ even after I'm done with it" seems too common of a complaint for recommendation engines to be a small simple oversight.