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This video discusses expressing negative numbers in binary using the sine magnitude method and two's complement method. It also covers adding and subtracting binary numbers using two's complements. For example, to express negative six, first find the binary representation of six (110) and then change the sign bit to get the negative representation. When using sine magnitude method, the first bits represent magnitude and the last bit represents sign.