Abstract This paper proposes the Seed Singularity Theory (SST), a novel framework that resolves the gravitational singularity at the birth of the universe. By integrating Information Theory and Thermodynamics with Loop Quantum Cosmology (LQC), we posit that the universe originates from a non-zero, finite "Information Seed" (I). We derive an effective volume equation that prevents the collapse to infinite density, proving that Furthermore, the theory provides a dynamical explanation for the Hubble Tension by linking Information Evolution to the cumulative Entropy gain across cosmic cycles.