#10: If A is path connected then B cannot be connected, hence also not path connected, essentially by the Jordan curve theorem. It is "obvious" but already tricky to prove even that they cannot both be path connected. I do not see whether both can be connected. In fact I only know one connected set that is not path connected, the topologist's sine curve plus (0,0), (or the full closure of the topologist's sine curve).
here is a little more detail on why 3), hence nor 2), cannot be true: if there is a path in A connecting (0,0) to (1,1), then there is a simple such path (every path connected Hausdorff space is "simple path"-connected). Then add on 3/4 of the circle with center (1,0) and radius one (all but the NW quarter), to form a simple closed curve containing (1,0) but not (0,1) in its interior. Then Jordan says the interior and exterior of this curve are disjoint open sets. These open sets will then disconnect any subset B of the square which is disjoint from A and contains both (0,1) and (1,0). QED.
For a slick argument just that A and B cannot both be path connected, one wants to show that any path connecting (0,0) to (1,1) within the square, meets any path connecting (0,1) to (1,0) within the square. But intersection number is a homotopy invariant, so we can replace these 2 paths by the 2 diagonals, which clearly intersect once transversely. QED.
Rmk: One can also do this directly, arguing via various projections within the square, essentially a homotopy argument. In his beautiful book on ODE, Arnol'd uses this fact to solve the following problem: if two cars manage to drive between two points A and B along two different non intersecting roads, while joined by a rope of length < 2L, can two circular wagons of radius L drive along those roads in opposite directions (with their center on the road) without colliding? (He constructs a "phase space" for this problem which is identical to the setup in problem #10. 2).)