This paper presents a unified hydrodynamic framework in which the fundamental structures of modern physics — turbulence, plasma dynamics, cosmological inflation, quantum mechanics, and general relativity — emerge from the dynamics of three-dimensional vortex singularities called vortons. The vorton, a solenoidal dipole vorticity singularity, is shown to be the irreducible building block of 3D turbulence and the natural basis through which Navier-Stokes spontaneous singularities and reconnections are resolved without additional assumptions. The framework extends to magnetic vortons in plasma, a turbulencedriven mechanism for inflationary cosmology, a purely geometric explanation of dark matter via dimensional structure, the probabilistic interpretation of quantum mechanics as a consequence of fluid vacuum modified Maxwell equations, and a quantum-modified general relativity (Qmoger) that removes the Big Bang singularity through spacetime compressibility