Right now, you and I and our friends could sign our transactions so that nobody can tell which outputs correspond to which inputs. What's missing is that it's not widely distributed in a major client where everyone will partake by default.

Until then, it's opt-in, a hassle, with a small pool of anonymity. But "impossible" isn't the word I'd use to describe the scenario.