You can already see this playing out in the public markets. Stocks produce far higher returns than corporate bonds, which produce higher returns than treasury bills.
There's further nuance here around systematic risk vs unsystematic risk, but I don't think it's as relevant to VCs since their number of investments is too small to diversify away all unsystematic risk.