Stay away. There is a 0% chance this will end up working out positively. If he brings it up again after you refuse, set hard boundaries that you don’t want to talk about it and you won’t entertain any further financial offers or advice. If that risks damaging your friendship then it’s a “friendship” that needs damaging.
Sorry to hear your friend’s gotten sucked into some investment cult.