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WorksheetsPre- Assessment Module 5
Total questions: 10
Worksheet time: 5mins
What is the fundamental difference between Traditional AI and Generative AI?
Traditional AI is faster, while Generative AI is slower.
Traditional AI analyzes existing data, while Generative AI creates new content.
Traditional AI uses Python, while Generative AI uses C++.
Traditional AI does not use data, while Generative AI does.
What does the acronym GPT stand for?
General Purpose Technology
Generative Pre-trained Transformer
Global Positioning Tracker
Generated Probability Text
What is the first step a Transformer model takes when processing input text?
It translates the text to another language.
It converts words into numbers (Tokenization).
It generates a random response.
It searches the internet for answers.
How does a Transformer determine if two words are semantically similar?
They share the same spelling.
Their vectors are close to each other in the vector space.
They appear in the same dictionary page.
They have the same number of letters.
What specific mathematical functions are used to calculate Positional Encoding?
Addition and Subtraction.
Sine and Cosine waves.
Multiplication and Division.
Square roots.
Which of the following is NOT a method for improving the accuracy of an LLM for specific applications?
Prompt Engineering.
RAG (Retrieval-Augmented Generation).
Fine-Tuning.
Hardware Overclocking.
When Prompt Engineering reaches its limitations, what is the next logical technique to improve model context using external data?
RAG (Retrieval-Augmented Generation).
Re-installing the software.
Lowering the Temperature.
Using a calculator.
What is the fundamental conceptual shift between a Standard LLM and an AI Agent?
From a "Brain in a Jar" (Passive) to a "Brain with Hands" (Active).
From a digital calculator to a quantum computer.
From a supervised learner to an unsupervised learner.
From a text generator to an image generator.
Which of the following is NOT one of the four core components of an AI Agent's architecture?
Profile (The Brain)
Tools (The Action)
Neural Backpropagation (The Training)
Planning (The Strategy)
What is a "Tool" for an AI Agent?
A physical hardware device.
An API or function (like a Calculator or Search) that the agent can execute.
The dataset used to train the model.
The user interface of the chat window.
