Assess students' ability to apply binary arithmetic and bitwise operations to solve problems: converting between binary and decimal, performing addition/subtraction using two's complement, using logical and arithmetic shifts for scaling, creating and applying masks to extract or modify bit fields, and interpreting/debugging short bitwise expressions. Include medium-difficulty applied problems that require stepwise justification and final numeric answers.