A nonzero spatially constant steady state satisfies and , hence . The first derivatives of there are , while those of are . ThusSince , both eigenvalues have strictly negative real part exactly when . For the equilibrium is unstable. At its linear eigenvalues are ; this is the marginal boundary and does not give asymptotic stability from linearization. The positive-trace criterion in the hint tests positive real parts; stability requires applying it to .
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