The background photon temperature¯T is one of the fundamental cosmological parameters, and it is often set equal to the precise measurement Tobs of the comic microwave background (CMB) temperature by the COBE Far Infrared Absolute Spectrometer (FIRAS). However, even in future CMB experiments,¯T will remain unknown due to the unknown monopole contribution Θ0 at our position to the observed (angle-averaged) temperature Tobs. Using the Fisher formalism, we find that the standard analysis with¯TTobs underestimates the error bars on cosmological parameters by 1%2% of the present errors, and the best-fit parameters obtained in the analysis are biased by 1% of their standard deviation. These systematic errors are negligible for the Planck data analysis, providing a justification to the standard practice. However, with¯TTobs, these systematic errors will always be present and irreducible, and future cosmological surveys might misinterpret the measurements.