Differentiate the Helmholtz free energy at fixed couplings. With from solution, the entropy per spin is
It is particularly useful to write
At , this is , so . For fixed , the first exponential dominates alone, giving . Hence the residual entropy is
The finite positive difference must be kept fixed in the second limit; taking it to zero first gives the other answer.
At high temperature, and , whence
All configurations become equally probable because their Boltzmann factors tend to one. The two available states per spin, rather than the coupling values, determine this entropy.

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