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4. What is the main concern related to the Problem of Inclusion in AI Systems?
Ans: The main concern is biased decisions due to unfair training data.
5. What lesson was learned from the Tale of Tay, the Twitter Bot?

Ans: The lesson learned is that AI needs rules and codes of conduct to guide its behaviour.
6. What are some ethical concerns related to AI system implications?
Ans: Ethical concerns include worries about job displacement, privacy, income inequalities, and security
threats.

7. What does the Short Analysis of AI Systems emphasize?
Ans: The Short Analysis emphasizes the dual nature of AI, acknowledging both its benefits and potential risks.
8. What does the GIGO principle signify in AI development?

Ans: The GIGO principle stresses the importance of using unbiased and high-quality data during the
development stage of AI systems.

D. Application based question.
In the context of AI biases, provide an application-based example of how the GIGO principle could impact a
facial recognition system used in an organization.
Ans: If a facial recognition system is trained mostly on light-skinned faces, the GIGO principle suggests that
it might struggle to accurately recognize darker-skinned faces. This bias in the input data could lead to unfair
treatment and decisions, highlighting the importance of using diverse and representative data during the
development of such systems.

AI Assessment Zone

A. Tick () the correct answer.
1. AI Ethics is like a set of ________ guiding the behaviour of smart machines.

a. Codes b. Rules

c. Commands d. Formulas
2. The GIGO principle in AI stands for “Garbage In, ________ Out.”
a. Good b. Great

c. Garbage d. Gracious
3. The main concern related to the Problem of Inclusion in AI Systems is biased decisions due to unfair
_________________.

a. Training data b. User feedback
c. Algorithms d. Hardware

4. In AI, the GIGO principle stresses the importance of using unbiased and high-quality data during the
________ stage of AI systems.
a. Deployment b. Testing

c. Development d. Monitoring

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