The Dark Energy Spectroscopic Instrument (DESI) collaboration has recently released measurements of baryon acoustic oscillation (BAO) from the first year of observations. A joint analysis of DESI BAO, cosmic microwave background (CMB), and Type Ia supernovae (SNe Ia) probes indicates a preference for time-evolving dark energy. We evaluate the robustness of this preference by replacing the DESI distance measurements at $z<0.8$ with the Sloan Digital Sky Survey (SDSS) BAO measurements in a similar redshift range. Assuming the w₀wₐCDM model, we find an evolution of the dark energy equation of state parameters consistent with ΛCDM. Our analysis of χ² statistics across various BAO datasets shows that DESI's preference for evolving dark energy is primarily driven by the two luminous red galaxy (LRG) samples at zeff=0.51 and zeff=0.71, with the latter having the most significant impact. Taking this preference seriously, we study a general Horndeski scalar-tensor theory, which provides a physical mechanism to safely cross the phantom divide, w=-1. Utilizing the effective field theory of dark energy and adopting the w₀wₐCDM background cosmological model, we derive constraints on the parameters w₀=-0.856±0.062 and wₐ=-0.53_-0.26+0.28 at 68% CL from Planck CMB, Planck and Atacama Cosmology Telescope (ACT) CMB lensing, DESI BAO, and Pantheon+datasets, showing good consistency with the standard w₀wₐCDM model. The modified gravity model gives results discrepant with ΛCDM at the 2.4σ level, while for w₀wₐCDM it is at 2.5σ, based on the best-fit χ² values. We conclude that modified gravity offers a viable physical explanation for DESI's preference for evolving dark energy.
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