Minimizing Loss $-$ Numerical Example $(2)$

$1$ point possible $($graded$)$

Now, let be the solution as a function of $.$

There exists exactly one number such that whenever $,$ then no matter what values and take, the optimal weight will misclassify the training example. What is $?$