Haruki Shi
Always at sea, seldom with a catch
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Proof
Step 1: Block Expansion of the Quadratic Form
Step 2: First-Order Condition for the Unconstrained Block
Step 3: Boundary Truncation for the Constrained Block
Step 4: Substitution and Simplification
Conclusion