Now: Exactly the same, only Google uses your hard drive to store the data.
There are some privacy issues addressed by this, but it doesn't address many of the issues with personalized targeting.
It's neat when you are talking about things like fishing, but targeted advertising has also been used in multiple countries to manipulate elections by outside governments. It's also been used to out gay people and racist marketing.