Artificial Intelligence Reading Assignment

Misrepresentation Chatbot Plagiarism False Representation

The large volumes of data that AI chatbots are trained on pose the risk of inaccurate or misleading response generation. Chatbot responses may contain information from preexisting sources. Information provided by AI chatbots should be treated in the same way as information from a journal article or book.

In a recent study by Deloitte, ________ percent of executives responded they are "not comfortable" using data from advanced AI systems.

67

As identified in the reading, which of the following are considered areas of AI chatbot research?

AI Assisted Shopping Artificial General Intelligence (AGI) Emotional Intelligence

Which of the following are popular AI detection software programs?

AI Text Classifier by OpenAI GPT Zero Turnitin AI Writing Detection Model

Design AI technologies that are socially responsible. Avoid forming or reinforcing unfair bias in AI systems. Incorporate transparency and accountability concerning AI practices.

AI technologies should be advantageous for diverse populations and society as a whole. Data sets and algorithms used in AI systems often include (whether intentional or unintentional) unfair or misrepresentational prejudice. Disclosure of AI practices, procedures, applications, and methods is encouraged in order to create and maintain a positive AI culture.

Key features of AI-Powered Bing include which of the following?

Create images Post completed responses to complex questions Provide targeted search results

The ______ Ladder proposes a series of steps/considerations that breaks down AI strategy into individual pieces or rungs on a ladder to better connect data and AI systems.

IBM

Which of the following are uses of ChatGPT?

Sentiment Analysis Analysis of computer code Language translation

The variance that exists in the output provided by AI algorithms is referred to as AI:

bias

AI is the study and application of processes that combine ______ and data science to enable computer-assisted or automated problem-solving.

computer

Which of the following are ethical considerations of AI?

human judgement privacy

Many AI and computer science degree paths have inter-related requirements, including coursework in computer programing, especially _____.

python

Select the true statements about AI chatbots.

A computer program that incorporates artificial intelligence (AI) and other computer science principles to interpret user-provided questions and provide automated responses, thus simulating human conversation. A computer program that incorporates natural language processing (NLP) to interpret user-provided questions and provide automated responses, thus simulating human conversation. The more time the AI chatbot has been operational, the likelihood of accuracy and detail in provided responses increases.

Select the true statements about neural networks.

A neural network is a method in artificial intelligence that teaches computers to process data in a way that is inspired by the human brain. Interconnected artificial neurons are the main building blocks of simple neural networks. Neural networks are a type of machine learning process called deep learning.

Detection software tools are designed to interpret text and potentially detect if _______ generated the text.

AI

Select the true statements about machine learning.

AI can learn from machine learning models created by inputs and analysis of anticipated outputs. Machine learning systems improve their accuracy gradually through a continual process of learning. Machine learning uses data and algorithms to emulate the way humans learn.

Select the true statements about AI detection software.

AI detection can help to ensure submitted work is unique, authentic, and not generated by AI. AI detection software is designed to counter the risk of plagiarism. AI detection software is offered by OpenAI.

Select the true statements about the process of learning AI.

AI relies heavily on algorithms to process data and create output. AI programs need data to create output.

Which of the following terms are associated with AI chatbots?

Artificial Intelligence (AI) Natural Language Processing (NLP) Natural Language Understanding (NLU)

A mathematical framework that can be used to analyze how much an algorithm recalls data and information about individuals is called differential _____.

privacy

Which of the following are steps you can take to learn about artificial intelligence (AI)?

Take free online courses and find free online resources covering AI. Learn about the math used in AI. Study computer programming languages.

In which of the following areas of government is AI used?

automation of routine tasks policing military

Input Layer Hidden Layer Output Layer

Data and information from a variety of sources is entered into the neural network through this layer. This layer processes data sent by the input layer or from other associated layers. In this layer, information from the previous layers is analyzed. After this analysis occurs, a final prediction or conclusion is made.

Which of the following should be considered before a student uses information provided by an AI chatbot?

False Representation Chatbot Plagiarism Misinformation

In which of the following healthcare areas is AI used?

pharmaceuticals health tracking robotic surgery

Select the true statements about generative adversarial networks (GANs).

GANs are designed to compete against each other (this is why they are termed adversarial) to create artificial instances of data that are interpreted as real data. The neural networks in a GAN include a discriminative network. The neural networks in a GAN include a generative network.

The FTC acknowledged that AI has the potential to advance almost every industry, but all of this potential comes with some negative risks that must be addressed. Concerning AI, which of the following does the FTC urge organizations to provide evidence of?

Hold themselves accountable for compliance, ethics, fairness, and nondiscrimination. Explain how algorithms make decisions. Ensure that decisions are fair, robust, and empirically sound.

Select the true statements about information architecture.

IA is about helping people understand their surroundings and allowing them to find what they're looking for in the real world and online. IA is a crucial component of the overall AI strategy of an organization. Many experts agree that there is no AI without the analysis and implementation of IA.

Which of the following are guiding principles for the ethical use of AI?

Implement data security and privacy principles. Follow laws, rules, and standards covering AI. Incorporate transparency and accountability concerning AI practices.

Which of the following are true statements about trust in AI platforms?

In a recent study by Deloitte, 67 percent of executives responded they are "not comfortable" using data from advanced AI systems. Collaboration can help to build trust in AI platforms. Creating transparency is an important step in building trust in AI platforms.

Select the true statements about supervised learning.

In supervised learning, class labels are used to create the classification model. Supervised learning uses data class labels within data sets that specify what the data represents. A classification model is designed when machine learning allocates a label value to a specific class and then seeks to recognize these values to decide what categories they fit into.

Potential Positive Outcomes of AI

Increased productivity Diminished human-caused errors Decreased human risk and injury

Transparency covers the consequences of interacting with AI-assisted chatbots in which ways?

Information privacy and security Site ownership Data Collection

Steps to learn about AI

Join online AI communities. Learn about data collection and analysis. Understand algorithm procedures and development.

Select the true statements about student use of AI chatbots and chatbot plagiarism.

Most AI chatbots do not provide source or attribution information. You should assume that responses provided by AI chatbots may contain information from other sources. Most AI chatbot providers report that responses provided by AI chatbots are only produced with unique responses. However, in some instances this has been proven false.

Potential Drawbacks of AI

Privacy concerns Job losses due to automation

Interagency Coordination Disclosure and Transparency Public Participation Scientific Integrity and Information Quality

Sharing of experiences and best practices for AI governance should be maintained between governmental agencies. There must be a method to detect when AI is in use as well as a way to address possible impacts of AI on end-users. When financially feasible and including adherence to legal requirements, organizations should allow the public to be part of the AI rule-making processes and procedures. The establishment and maintenance of high standards as they relate to AI information quality and decision making can assist in gaining public trust and confidence in AI.

Which of the following are steps of the Amazon Web Services (AWS) deep learning process?

Train, retrain, and tune the models. Scale and manage the production environment. Choose and optimize the algorithm.

Which of the following are considerations of AI chatbot ethics?

Transparency Accurate data representation Chatbot identity and persona

Supervised Learning Unsupervised Learning Reinforcement Learning

Uses data class labels within datasets that specify what the data represents. These class labels are used to create the classification model. Machine learning algorithms are used to examine and cluster unlabeled data sets. Covers decision-making processes and focuses on using machine learning to analyze a scenario which in turn creates learning.

Identify current business applications and uses of AI.

accounting sales and marketing AIOps

Which of the following are popular college majors/emphasis areas for college students interested in preparing for a career in AI?

artificial intelligence computer science

The use of computer models that are designed to simulate human thought processes is referred to as ______ computing and is often used in complex environments where solutions may be ambiguous or difficult to uncover.

cognitive

The White House Office of Science and Technology Policy has identified ten principles to consider when articulating regulatory and non-regulatory methods for the development and use of AI. Principles identified by the White House Office of Science and Technology include which of the following?

create public trust in AI cost/benefit analysis analysis of safety and security

Disadvantages of Cloud-based AI

data privacy internet connectivity concerns lack of platform control

A type of artificial intelligence that uses data and algorithms to create learning is called ______ learning.

deep

Advantages of Cloud-based AI

enhanced security cost savings increased efficiency data management

Companies such as OpenAI and DeepMind hope to build Artificial _______ Intelligence (AGI) machines that can accomplish any task the human brain can complete. This requires the ability of the machine to mimic human reasoning and to understand the physical world.

general

A type of machine learning model that uses two neural networks is referred to as a(n) ______ adversarial network. These networks are designed to compete against each other (this is why they are termed adversarial) to create artificial instances of data that are interpreted as real data.

generative

According to John McCarthy from Stanford University, artificial intelligence (AI) is "the science and engineering of making intelligent machines and intelligent computer programs. It is related to the similar task of using computers to understand ______ intelligence, but AI does not have to confine itself to biologically observable methods."

human

Machine learning systems improve their accuracy gradually through a continual process of learning and rely on ______ interaction and input to assist in creating learning.

human

Which of the following are potential positive outcomes of AI?

increased productivity diminished human-caused errors decreased human risk and injury

Two subfields if AI include which of the following?

machine learning deep learning

Which of the following are popular AI career fields?

machine learning engineer AI engineer data scientist

Artificial intelligence (AI) language _____ are computer software programs that use artificial intelligence to process and generate human languages.

models

Which of the following are popular college majors/emphasis areas for college students interested in preparing for a career in AI?

statistics data science computer science

Learning models that are _____ use neural networks that can process input text and accurately produce output sequences.

transformer-based

Which of the following are popular AI career fields?

user experience AI engineer

Put the steps of human decision making in the correct order. The first step of the process should be placed at the top.

observation interpretation evaluation decision

Which of the following services are provided by Cloud computing networks?

processing storage software applications