Alternate optimal can be unbounded

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Can it happen that at the optimal simplex table for a maximization problme, we have reduced cost of one of the nonbasic variable as 0, but no entry in its corresponding column at the optimum is positive meaning no basic variable can leave, thereby implying unboundedness. But how can this be since we are already at an optimal table?