increased wealth, which then funds and supports people who specialize in researching risks

Would increased average wealth help risk-fighters more than risk-creators? It's not obvious to me either way. What does seem obvious is that from a utilitarian perspective society is hugely underinvesting in risk-fighting and everything else with permanent effects.