Grade 11 first semester technology exam

Which core AI field is specifically designed to enable computers to "see, identify, and process images and video at a high semantic level"?

• Natural Language Processing (NLP)

• Deep Learning (DL)

• Computer Vision (CV)

• Generative AI

According to the Grade 11 module, what must the written justification for an AI application specifically assess?

• The system's cost and development timeline.

• The number of lines of code used in the model.

• The application's design justification (optimal use case) and its potential societal impact (efficiency, ethics).

• A list of all historical data sources used for training.

Algorithmic Bias is formally defined as:

• A random software bug that causes an AI model to crash.

• An intended feature to ensure data is processed quickly.

• A systemic and repeatable error in an AI system's output that creates unfair outcomes, often stemming from non-diverse training data.

• The process of an AI model creating original, novel content.

The ethical concept of Accountability in AI is defined by what central question?

• How quickly the system can process large datasets.

• Who bears the responsibility when an AI system makes a costly or harmful error (e.g., developer or corporation).

• Whether the system can generate original content.

• The amount of personal data the system collects.

What is the Core Function for Justification used to categorize Deep Learning (DL)?

• The ultimate goal or intended action of the AI.

• The mechanism for human-computer text or speech interaction.

• The specific tool needed for complex, perceptual input (e.g., analyzing patterns within MRI scans).

• The innovative output of the system.

What is the Conceptual Purpose of the Overhead Shot (Bird's-Eye View)?

• To convey a sense of instability or tension.

• To emphasize a character's emotion in a conflict.

• Great for showing abstract concepts like data flow, system architecture, or network connections.

• To show interaction between agents of the story.

Which sub-field of AI is defined as models trained to create new, original, and novel content (e.g., text, images, code)?

• Machine Learning (ML)

• Computer Vision (CV)

• Natural Language Processing (NLP)

• Generative AI

The core function of Machine Learning (ML) for justification is described as:

• The ultimate goal or intended action of the AI.

• The method used to achieve the goal (e.g., using historical data to train a prediction model).

• The mechanism for visual processing.

• The process of building new original content.

Deep Learning (DL) is a specialized subset of Machine Learning (ML).

• True

• False

Algorithmic Bias is a systemic error that often stems from incomplete or non-diverse training data.

• True

• False