Current challenges of first-principles calculations
Prediction power of first-principles is limited by many factors, especially due to the approximation scheme for exchange-correlation energy.
No matter how cheap it is, there are always people complaining it is too expansive. First-principles calculations ask days of cpu times to run hundreds of atoms. It is cheap for a few atoms, but expensive for biological molecules.