Key Summary: The gradient of a scalar-valued function of one variable (z=f(x,y) or w=f(x,y,z)) is orthogonal to level sets of that function.

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The gradient of a scalar-valued function of one variable (z=f(x,y) or w=f(x,y,z)) is orthogonal to level sets of that function.

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