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In this session, the tutorial focuses on sign bit extension in the context of computer architecture (COA). The course has covered various number systems, including unary, binary, octal, decimal, and hexadecimal, with a primary emphasis on binary and hexadecimal due to their relevance in computer architecture. The tutorial highlights the CPU's four segments, particularly the arithmetic and logic unit (ALU), which performs calculations. Additionally, it references previous discussions on the four-bit triple carry adder and the proposed circuit for error subtraction, indicating a connection to sign bit extension concepts.