For a uniform exchange field with cost and spin-band energies , the grand potential is even in M. Its curvature at zero field is , with and spin-summed density of states per site. Negative curvature proves local paramagnetic instability. It does not by itself exclude a first-order transition before that instability, nor determine the stable finite-field amplitude.
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