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5.10 Bias and Unethical use of Artificial Intelligence

Computer Science · Class 10

Q1. Define 5.10 Bias and Unethical use of Artificial Intelligence.

Q2. Explain the main ideas in 5.10 Bias and Unethical use of Artificial Intelligence.

Q3. Give one clear example of 5.10 Bias and Unethical use of Artificial Intelligence and say why it fits.

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1.1 Machine Level Representation of data

Machine level representation of data is the method by which all types of information—numbers, text, images, sound, and instructions—are converted into a format that a computer's hardware can directly store, process, and understand. At the lowest level, this format is binary, meaning it uses

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1.2.1 Types of Number Systems

A number system is a way of writing and showing numbers. It uses specific digits or symbols to represent numbers. It helps us organize and understand numbers within a certain group. Number systems also make it easier to do basic math operations like addition, subtraction, multiplication, and div

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1.2.2 Conversions from one Number system to the other

To convert from any base to decimal, we expand the number using positional weights (powers of the base) and add the results. To convert from decimal to any other base, we divide the integer part repeatedly by the new base and record remainders, and we multiply the fractional part repeatedly

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1.2.3 Binary Arithmetic

Binary arithmetic is the method of performing mathematical operations—addition, subtraction, multiplication, and division—using only the binary digits 0 and 1. The rules are similar to decimal arithmetic, but simpler because there are only two digits. When the result of adding two bits exceeds 1, a

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1.2.4 Overflow and Underflow

Overflow happens when a calculation produces a result that is larger than the maximum value that can be stored or represented with the available number of digits or bits in a system. This causes the system to be unable to properly show or handle the result. Underflow happens when a calculati

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1.2.5 Compliments (1's and 2's)

1's Complement: The 1's complement of a binary number is obtained by toggling (inverting) all its bits. That means we transform every 1 bit into a 0 bit and every 0 bit into a 1 bit. 2's Complement: The 2's complement of a binary number is obtained by taking the 1's complement of the number

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