Ethical Considerations for AI

Question 1

What are Ethical Considerations in AI?

Answer 1

The systematic evaluation and incorporation of moral principles and values into developing, deploying, and using artificial intelligence systems.

Question 2

What is AI Ethics?

Answer 2

Establishing a set of values and standards to guide ethical decision making throughout the AI lifecycle.

Question 3

What is Ethical Debt?

Answer 3

The potential negative consequences that can accumulate over time when artificial intelligence (AI) systems are developed without sufficient focus on ethics and societal impacts

Question 4

What is Algorithmic Bias

Answer 4

Bias embedded in the design or output of an algorithm, leading to unfair or discriminatory results.

Question 5

What is Association Bias

Answer 5

The cognitive tendency wherein individuals unconsciously link or associate unrelated information, impacting decision making processes.

Question 6

What is confirmation bias

Answer 6

The tendency of individuals to favor information that confirms their existing beliefsor preconceptions while disregarding or downplaying evidence that contradicts those beliefs

Question 7

What is automation bias?

Answer 7

Over-reliance on automated systems, leading to uncritical acceptance of their decisions.

Question 8

What is societal bias?

Answer 8

Reflects prevailing societal prejudices within the algorithms, influencing decision-making processes

Question 9

What is Survival or Survivorship Bias?

Answer 9

Occurs when the dataset used for AI training is biased toward successful outcomes, neglecting unsuccessful or omitted instances