'So' at start of sentence
It depends on what context you use "so" in.
-
"So" as a quantitative measure (No comma necessary):
e.g. "So many people attended the concert last week!" -
"So" indicating causality (akin to "hence", "therefore", "ergo", "thus"). This requires a comma.
e.g. "So, one can easily assume this is true."