I can understand how risk management might be necessary for margin trading, but is it really necessary for non-margin trading? And if it's a scaling issue, sho

I can understand how risk management might be necessary for margin trading, but is it really necessary for non-margin trading? And if it's a scaling issue, shouldn't all stocks be equally affected, rather than cherry-picking just a few?