You can (assuming you haven’t exhausted all available independent investment opportunities with equivalent risk/reward profile) reduce risk without reducing expected gains.
Doing so (assuming you were investing suboptimally for your the prior risk level and expected returns) involves reducing in the part of the distribution above the mean offsetting the increase in the part below the mean.
Buying a 10% interest in each of 10 lottery tickets (ignoring practical risks associated with deals to split winnings) doesn't reduce your gains compared to buying one lottery ticket, it just reduces your risk.
This is the whole point of diversification.
If the goal was to reduce risk then pensions would be better off being held in cash. But pension funds dont have enough cash to meet needs so they have to grow.