Keep in mind that unlike auto accidents, incidents like AF447 are incredibly rare. That particular problem could've been fixed with better pitot heaters, no need for HAL-like software gimmickery. By implementing large-scale changes in an attempt to eliminate corner cases like that, it is all too easy to introduce vulnerabilities that will lead to completely different accidents, no less unpredictable.
There's a lot I don't understand about AF447, like, why couldn't a simple GPS receiver have saved them? GPS does a relatively poor job at reporting altitude, and is obviously useless at reporting airspeed, but it's certainly capable of telling you that you've dropped 10,000 feet over the past minute or two. I can understand how pilots could become disoriented, such that they don't know "which end is up," but I can't fathom why they shouldn't even know whether they are climbing or descending, which apparently was part of the AF447 scenario.
There's a lot I don't understand about AF447, like, why couldn't a simple GPS receiver have saved them? GPS does a relatively poor job at reporting altitude, and is obviously useless at reporting airspeed, but it's certainly capable of telling you that you've dropped 10,000 feet over the past minute or two. I can understand how pilots could become disoriented, such that they don't know "which end is up," but I can't fathom why they shouldn't even know whether they are climbing or descending, which apparently was part of the AF447 scenario.