No QM DOES NOT say that.
First of all the "everything in nature" part is wrong since QM only applies onto "atomic distance scales", not onto the macroscopic world.
Secondly, the "random and unpredictable" part is also wrong. If this were true, than why would we need QM ? Since QM obviously is correct in predicting physical phenomena at small distance scales, your statement is fundamentally incorrect. What you want to say is this: "at atomic distance scales, nature becomes probabilistic". Being probabilistic is NOT the same as being a random event...
The only "problem" with QM is this: as distance scale lowers from macroscopic to atomic phenomena, where (ie at what specific distance scale) do we make the actual transition from Newton to QM ?
regards
marlon