Always amazed at how I see people crossing the street completely oblivious (and not just because they are looking at their phones). Like, if you are crossing a side street next to a major street, you better have eyes on the major street as there's always a chance some idiot is going to turn without seeing you.

Also....night is bad, but dusk is worse. At night at least headlights/streetlights really illuminate things. At dusk the light is washed out, really hard to see things.