I used to work on the tech side of finance too. The hedge fund where I worked had a number of PIPE related violations where they ended up eventually settling and paying a fine without admitting guilt. For them it was just the cost of doing business. Breaking the rule and profiting minus the cost of the fines would just be a "good trade" to them.