What are the six stages of the AI Project Cycle that guide the development of AI projects?

Six Stages of AI Project Cycle

• Identify project goals.

• Gather necessary data.

• Choose appropriate algorithms.

In the context of AI, what is the primary goal of statistical data?

Statistical data aims to extract insights.

• Supports model development.

• Informs decision-making processes.

• Enhances data-driven strategies.

Fill in the blank: Computer Vision enables machines to interpret and understand ___ information from the world.

Visual

Describe the role of ethical frameworks in AI development.

Ethical frameworks guide AI development.

• Ensure decisions minimize harm.

• Address ethical principles effectively.

• Guide to morally acceptable outcomes.

True or False: Ethical frameworks are not necessary in the AI development process.

False. Ethical frameworks are essential to ensure that AI makes morally sound choices and to prevent unintended negative consequences.

What are the four principles of bioethics that can aid in creating an ethical AI solution?

Four principles guide ethical AI.

• Respect for Autonomy empowers users.

• Non-maleficence prevents potential harm.

• Justice ensures fair resource distribution.

Riddle: I help machines see and understand the world like humans do. What am I?

Computer Vision

Explain the significance of model testing in the AI Project Cycle.

Model testing is crucial in AI.

• Evaluates model performance accurately.

• Identifies the best solution available.

• Ensures project effectiveness and reliability.

Fill in the blank: Natural Language Processing focuses on the interaction between computers and humans through ___ language.

Natural

What is the impact of bias in AI algorithms, particularly in hiring processes?

Bias affects AI hiring fairness.

• Discrimination against candidates.

• Undermines equity in processes.

• Negative societal impacts arise.

What are the six stages of the AI Project Cycle?

AI Project Cycle Stages Explained

• Identify the project goals.

• Gather necessary data.

• Choose appropriate algorithms.

Fill in the blank: The primary goal of Statistical Data in AI is to extract ___ from collected data.

Valuable insights

Describe the process involved in Computer Vision.

Computer Vision involves multiple steps.

• Image Acquisition captures data.

• Screening filters the images.

• Analysis examines features closely.

True or False: Ethical frameworks in AI can only be categorized as sector-specific.

False. Ethical frameworks can be categorized into sector-based frameworks and value-based frameworks.

Riddle: I analyze texts and filter out junk, I help translate languages and make communication funk. What am I?

Natural Language Processing (NLP)

What ethical principle emphasizes the importance of avoiding harm in AI development?

The principle of Non-maleficence emphasizes avoiding harm or negative impacts in AI development.

Fill in the blank: The process of identifying patterns in data is essential during the ___ stage of the AI Project Cycle.

Model Selection

Discuss the importance of ethical frameworks in AI and provide an example.

Ethical frameworks guide AI behavior.

• Prevent harmful outcomes in AI.

• Ensure fairness in decision-making.

• Example: Bias prevention in hiring.