Unfortunately, the "new" keyword can override functionality.
It cannot, really. It can only shadow the old declaration (and isn't even necessary). This means if you have Derived : Base with such a shadowed member, then code from the library that uses a Base cannot call your shadowing member. You can't really change behaviour that way, nor break anything, except for yourself.
Designing for extensibility is not easy in the context of virtual methods. Every virtual method can be overridden, which means that you effectively need to define contracts for all your methods that can be overridden, and only call them in ways that respect those contracts. In a language where everything is virtual by default, like Java, this means all non-private methods. Which is not good, because most of the time, the reason why you're making a method public is to allow calling it, not to allow overriding. That's why C# made "virtual" explicit opt-in.
But for inheritance, there's no such issue. If someone inherits from your class, they can't break your invariants - they still have to invoke your constructor, and they don't have access to any private state. In C#, they also can't override public and protected members, unless those are declared virtual. Thus, there's no safety or correctness reason to prohibit derivation.
It should also be noted that there's no perf gain from declaring a class "sealed", unless it has virtual methods (normally, inherited from a base class, because it doesn't make any sense to have virtual methods declared in a sealed class). Thus, the only time to do so is when you have a class hierarchy, for leaf nodes in that hierarchy.