Of course I have no way of knowing whether your partner might have lied about his
HIV status or, even more bizarrely, manipulated his new
HIV test in an elaborate ruse to deceive you. But I have to say that expert experience is that few people intentionally mislead partners about HIV status, especially when asked outside of an immediately sexual situation. And the second situation sounds extraordinarily unlikely.