Near zero, has the sign of , so just to the left and just to the right. Thus the critical point is neither a local minimum nor a local maximum. Moreover the Taylor series gives , which changes sign at zero. ThereforeThis is the point called a “saddle point” in the question; stationary inflection point specifies the one-variable meaning.
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