Deductive Reasoning and Modus Ponens Quiz

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Questions and Answers

Given the premise 'If it is raining, then the ground is wet' and the fact 'It is raining', what is the most accurate conclusion using Modus Ponens?

  • There is insufficient data.
  • The ground might be wet.
  • The ground is not wet.
  • The ground is definitely wet. (correct)

In the context of deductive reasoning, if the original premise 'If it is raining, then the ground is wet' were false, and 'it is raining' is true, what does that imply about the conclusion?

  • The conclusion will still be that 'the ground is wet' due to Modus Ponens.
  • The validity of the conclusion relies on the accuracy of the premise not just the second fact. (correct)
  • The conclusion might be true but it can't be derived from Modus Ponens anymore.
  • The ground is still definitely wet due to the affirmation of the second premise.

Suppose the second premise 'It is raining' was not known, and all we have is 'If it is raining, then the ground is wet', what can be correctly inferred?

  • The ground is definitely not wet.
  • The ground may or may not be wet. (correct)
  • The ground is wet.
  • It is not raining.

Given the structure of Modus Ponens, identify the logical role played by the statement 'It is raining'.

<p>It is the <em>affirming</em> statement necessary to trigger the conclusion. (A)</p> Signup and view all the answers

If we changed the first premise to 'If the ground is wet, then it is raining', and kept 'It is raining' as true, can we still use Modus Ponens to validate the claim 'The ground is wet'?

<p>No, the structure of Modus Ponens is invalidated by the swapped premise. (A)</p> Signup and view all the answers

What is the primary focus when evaluating how a computer performs functions, according to the provided text?

<p>The traces of the reasoning steps. (C)</p> Signup and view all the answers

Which field aims to develop testable theories about the workings of the human mind?

<p>Cognitive science (C)</p> Signup and view all the answers

What is the core feature of Aristotle's syllogisms, as described in the text?

<p>They provide patterns for arguments that give correct conclusions from true premises. (B)</p> Signup and view all the answers

In the Modus Ponens rule, if 'A → B' is true, and 'A' is true, what conclusion can be drawn?

<p>B is necessarily true. (C)</p> Signup and view all the answers

According to the provided example, consider the statements; 'If it is raining, then the ground is wet' and 'It is raining'. Utilizing Modus Ponens, what is the logical conclusion?

<p>The ground must be wet. (C)</p> Signup and view all the answers

What identifies the 'basic statements' in the context of applying the Modus Ponens rule?

<p>Statements that form the premises of an argument to draw a conclusion. (C)</p> Signup and view all the answers

In the given breakdown of the raining example, if 'If it is raining then the ground is wet' is represented as 'A → B', and 'it is raining' is represented as 'A', how would you represent the conclusion, according to Modus Ponens?

<p>B (A)</p> Signup and view all the answers

Which option best describes the practical use of Modus Ponens according to the examples given?

<p>To draw conclusion from the given statements based on logical implications. (A)</p> Signup and view all the answers

Which of the following best describes the focus of the research led by Naoufel Werghi?

<p>Computer vision, machine learning, and applications in various fields. (A)</p> Signup and view all the answers

According to the course outline, what is one of the main areas covered under 'Classic Artificial Intelligence'?

<p>Search techniques (B)</p> Signup and view all the answers

In the context of the '2001 Space Odyssey' example, what behavior does HAL 9000 exhibit that suggests a potential malfunction or problem?

<p>Not following direct instructions. (D)</p> Signup and view all the answers

Which of the following quotes best represents the definition of AI according to the provided text?

<p>&quot;The study of the computations that make it possible to perceive, reason, and act.&quot; (A)</p> Signup and view all the answers

Which of these options is NOT among the different ways in which AI is described or categorized?

<p>Operating autonomously (B)</p> Signup and view all the answers

Based on the description of Naoufel Werghi's work, which of the following application areas might his research most directly impact?

<p>Remote sensing and geographic information systems. (A)</p> Signup and view all the answers

What is implied about HAL 9000's behavior in the movie '2001: A Space Odyssey', as described in the text?

<p>It is capable of independent decision-making that deviates from instructions. (A)</p> Signup and view all the answers

In which of the following roles does the content indicate Naoufel Werghi operates within Khalifa University?

<p>Project leader in the Center for Autonomous Robotic System. (B)</p> Signup and view all the answers

According to the provided definition, what is the core objective of Artificial Intelligence?

<p>To create machines that can perform tasks requiring human-level intelligence. (A)</p> Signup and view all the answers

What is at the heart of the methodology of Artificial Intelligence, as discussed in the context?

<p>Taking tasks humans perform well and enabling computers to do them. (C)</p> Signup and view all the answers

Which of the following is NOT an example of a task that an AI system might attempt to perform by 'acting like humans'?

<p>Constructing a building or bridge from raw material. (D)</p> Signup and view all the answers

According to the content, what is the primary purpose of the Turing Test?

<p>To provide an objective way of determining intelligent behavior in a machine. (B)</p> Signup and view all the answers

Which aspect of a machine's operation does the Turing Test specifically avoid exploring?

<p>The internal processes it uses to generate answers. (B)</p> Signup and view all the answers

In the context of the Turing Test, what is the role of the 'interrogator'?

<p>To determine if the hidden entity is human or a machine by asking questions. (B)</p> Signup and view all the answers

What key advantage does the Turing Test offer in evaluating artificial intelligence?

<p>It provides a clear and measurable way to assess intelligence, sidestepping complex definitional questions. (C)</p> Signup and view all the answers

What does the Turing Test focus on specifically when evaluating a machine's intelligence?

<p>The content of the answers given by the machine to the interrogator's questions. (A)</p> Signup and view all the answers

Which of the following represents a core AI technique?

<p>Logic (A)</p> Signup and view all the answers

The Perceptron, developed by Rosenblatt, is most significant for:

<p>Its capacity for learning as the first artificial neural network. (D)</p> Signup and view all the answers

What significant contribution did McCulloch and Pitts make to the field of AI?

<p>They published the first mathematical model of a neural network. (D)</p> Signup and view all the answers

The Turing Test, devised by Alain Turing, is used to evaluate a machine’s:

<p>Capacity to simulate human-like conversation. (B)</p> Signup and view all the answers

Why is the Dartmouth workshop of 1956 renowned in the context of AI?

<p>It is where the term 'Artificial Intelligence' was coined. (D)</p> Signup and view all the answers

The development of ELIZA by Weizenbaum is best described as a milestone in:

<p>Natural language processing. (B)</p> Signup and view all the answers

The publication by Hinton, Rumelhart, and Williams on back-propagation was a catalyst for:

<p>Training deeper neural networks. (B)</p> Signup and view all the answers

The Deep Blue system, that defeated Kasparov in the late 90s, was best known for:

<p>Its accomplishments in playing chess. (D)</p> Signup and view all the answers

Which of these AI advancements was introduced in 2017?

<p>The publication of Attention Is All You Need (C)</p> Signup and view all the answers

What was the primary function of the DeepFace system developed by Facebook?

<p>Recognizing faces with near-human level accuracy. (A)</p> Signup and view all the answers

Which of these is NOT an application of Artificial Intelligence at Khalifa University?

<p>Advanced robotics for assembly line manufacturing (D)</p> Signup and view all the answers

What is the primary data type used for the predictive maintenance applications discussed?

<p>Sensor data, images, and videos (C)</p> Signup and view all the answers

Which specific medical area is mentioned as an application of face-recognition technology at Khalifa University?

<p>Down Syndrome diagnosis (C)</p> Signup and view all the answers

What is the role of cell graphs in the context of cancer detection as described in the text?

<p>To visualize and analyze relationships between cancer cells. (C)</p> Signup and view all the answers

What is the input size of the tiles used in the nucleus detection and classification process?

<p>400 x 400 (D)</p> Signup and view all the answers

What year was ChatGPT released by Open AI?

<p>2020 (B)</p> Signup and view all the answers

What type of data processing is used in multiple scenarios within Khalifa University, including medical, baggage and flare monitoring?

<p>Computer Vision (B)</p> Signup and view all the answers

In the context of predictive maintenance, what are some examples of ‘failures’ being monitored?

<p>Crack detection, leaks, corrosion (B)</p> Signup and view all the answers

Flashcards

What is AI?

The study of calculations that enable a machine to perceive, reason, and act.

AI Discipline

A field that automates intellectual tasks to create machines that behave or think like humans.

Acting Like Humans

AI systems that mimic human actions.

Thinking Like Humans

AI systems that think like humans, using reasoning and decision-making processes similar to humans.

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Acting Rationally

AI systems that operate rationally, aiming for optimal outcomes based on logic and reasoning.

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Thinking Rationally

AI systems that reason logically and make decisions based on objective principles.

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HAL 9000

A fictional AI character from the movie "2001 Space Odyssey" that controls the systems of a spacecraft.

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Self-Control (in AI)

The ability of AI to act independently, potentially going beyond its programmed instructions.

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Cognitive Science

The study of how the human mind works and can be tested scientifically.

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Aristotle's Syllogism

A logical structure that forms arguments, always leading to correct conclusions if the premises are true.

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Modus Ponens Rule

A logical rule that states if a statement (A) is true and a rule implies that if A is true then another statement (B) is true, then B must also be true.

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Basic Statement

In logic, a basic statement that is either true or false.

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Analyze a Statement

To break down a complex piece of information into its fundamental parts.

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Draw Conclusions

The process of using logical rules to draw conclusions based on given information.

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Identify Logical Components

The process of recognizing the components of a logical argument, such as premises and conclusions.

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Reasoning Process

Applying logical rules to analyze and draw conclusions from a set of information.

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Modus Ponens

A rule of logic that allows us to infer a conclusion from two statements. The first statement is a conditional statement ('If A, then B'). The second statement asserts that the antecedent (A) is true. Therefore, we can conclude that the consequent (B) is also true.

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If A, then B

A conditional statement in logic. It states that if a certain condition (antecedent, A) is true, then a specific consequence (consequent, B) will also be true.

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Antecedent

The condition or premise of a conditional statement. It is the part that precedes the 'then'.

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Consequent

The consequence or result of a conditional statement. It is the part that follows the 'then'.

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Known Fact

A statement that is known to be true and used as input in applying a logical rule.

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What is Artificial Intelligence (AI)?

Artificial Intelligence (AI) aims to create machines capable of performing tasks that typically require human intelligence.

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How does AI work?

AI's methodology involves identifying tasks at which humans excel and designing computer systems to perform those tasks.

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What is the Turing Test?

The Turing Test, proposed by Alan Turing in 1950, is a test for evaluating whether a machine can exhibit intelligent behavior indistinguishable from a human.

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How is the Turing Test conducted?

The Turing Test involves an interrogator communicating with a machine and a human hidden from their view, without knowing who is who. The test evaluates if the machine can fool the interrogator into thinking they are human.

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What does the Turing Test focus on?

The Turing Test focuses on the content of the answers, not the internal processes used by the machine, avoiding debates about the nature of intelligence.

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How can AI model human intelligence?

Proving a theorem is an intellectual task humans are good at, which AI can attempt to replicate by creating systems capable of deriving theorems.

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Give an example of human tasks that AI aims to replicate.

Playing chess requires strategic thinking and human players are skilled at this. AI systems are being developed to play chess and even defeat human grandmasters.

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What is another complex task that AI can potentially automate?

Diagnosing diseases requires medical knowledge and human judgment. AI systems are being trained on medical data to identify diseases and assist with diagnosis.

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Logic in AI

A type of AI that focuses on using logic to solve problems. It uses rules like 'if A, then B' to reason about information.

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Turing Test

A test that measures a machine's ability to exhibit intelligent behavior equivalent to, or indistinguishable from, that of a human.

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1956 in AI History

The first year the term 'Artificial Intelligence' was coined, during a workshop at Dartmouth College.

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Artificial Neural Network

This machine learning technique uses interconnected nodes, organized in layers, to learn and process information, inspired by the structure of the human brain.

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General Problem Solver (GPS)

A program designed to mimic human problem-solving abilities, used for tasks like planning and decision-making.

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Expert Systems

Computers that were able to perform complex tasks like financial forecasting and medical diagnoses, by using knowledge bases and rules.

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2012 in AI History

The year a major breakthrough in deep learning occurred, where a complex neural network called AlexNet achieved near-human accuracy in recognizing objects.

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Facebook DeepFace

Facebook DeepFace was a facial recognition system launched in 2014 that achieved near-human accuracy in identifying individuals from images.

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"Attention Is All You Need"

In 2017, Ashish Waswani and his colleagues published a paper introducing a new deep learning architecture for natural language processing called "Attention Is All You Need".

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ChatGPT

ChatGPT, a large language model, was released by OpenAI in 2020. It represents a significant advancement in the field of natural language processing.

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Facial recognition at Khalifa University

Khalifa University uses facial recognition technology for various applications, such as security, access control, and medical diagnosis.

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Tissue phenotyping at Khalifa University

Khalifa University uses AI for tissue phenotyping in colorectal cancer detection and prognosis. This process involves analyzing tissue images to identify different cell types and predict disease progression.

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Nucleus Detection and Classification at Khalifa University

Khalifa University utilizes AI in nuclear detection and classification from Whole Slide Images (WSI) using graph theory and deep convolutional neural networks (CNNs). This technology helps improve disease diagnosis and analysis.

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Automatic baggage screening at Khalifa University

Khalifa University employs AI for the automatic screening of passenger baggage, enhancing security measures at airports.

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Flare monitoring at Khalifa University

Air flare monitoring using AI allows automated detection of flares, potentially preventing accidents and enhancing safety in maritime operations.

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Predictive Maintenance at Khalifa University

Khalifa University leverages AI for predictive maintenance, aiming to predict and prevent equipment failures. It involves analyzing data from sensors, historical records, and physical models to identify potential problems.

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Multi-modal data analysis in Predictive Maintenance

AI is used to analyze data from various sources, such as sensors, images, and historical records, to understand the condition of assets and predict potential failures.

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