Different approaches to quantum cosmology are studied in order to deal with the future singularity avoidance problem. Our results show thatthese future singularities will persist but could take different forms. As an example we have studied the big rip which appear when one considers the state equation P = ωρwith ω < −1, showing that it does not disappear inmodified gravity. On the other hand, it is well-known that quantum geometric effects (holonomy corrections) in loop quantum cosmology introduce a quadratic modification, namely proportional to ρ2, in Friedmann's equationthat replace the big rip by a non-singular bounce. However this modified Friedmann equation could have been obtained in an inconsistent way, whatmeans that the obtained results from this equation, in particular singularity avoidance, would be incorrect. In fact, we will show that instead of a non-singular bounce, the big ripsingularity would be replaced, in loop quantum cosmology, by other kind of singularity.
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