My understanding is that since he told major stakeholders what was about to happen, he gave them inside information to trade on and went to jail for that instead of making trades himself.
Looks like others in those branches of the thread have replies to those materials. Other thread-goers should read those branches of the discussion to craft their own informed opinions.