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Artificial Intelligence

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Full-Text Articles in Social and Behavioral Sciences

Do You Know Where Your Games Come From? Artificial Intelligence And Game Development, Andrew Begemann Jun 2024

Do You Know Where Your Games Come From? Artificial Intelligence And Game Development, Andrew Begemann

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

ABSTRACT

This paper was written to explore the possible effects of artificial intelligence being implemented in the design pipeline of video game development. In it, we will explore a history of artificial intelligence, from its early imaginings in books and philosophy, to its current iterations, such as ChatGPT and other popular engines like Midjourney and Stable diffusion. We will also discuss steps in game development so as to understand where the potential implementations of artificial intelligence can, will, or does occur. Following those explanations, we will explore the three methodologies of Marxism, Psychoanalysis, and Cultural Studies as ways of examining …


Leveraging Human-In-The-Loop Engagement Through Ai In Web Design Education: A Case Study On Adapting To Dynamic Client Requirements, Jason D. Lively Jun 2024

Leveraging Human-In-The-Loop Engagement Through Ai In Web Design Education: A Case Study On Adapting To Dynamic Client Requirements, Jason D. Lively

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

The integration of Artificial Intelligence (AI) within educational frameworks, particularly in disciplines such as web design and development, represents a significant evolution in pedagogical strategies. This article examines a unique educational setup where students, while engaging in a web design class, utilize AI tools for text, image, and code creation within a simulated real-world scenario involving a client—dubbed "Chef Cookie Cutter". This simulated client interaction introduces unpredictability through mid-assignment requirement changes, thereby mimicking the dynamic nature of real-world web development projects. The focus of this case study is the critical role of human-in-the-loop (HITL) engagement in AI-assisted assignments, where students' …


A Thesis, Or Digressions On Sculptural Practice: In Which, Concepts & Influences Thereof Are Explained, Set Forth, Catalogued, Or Divulged By Way Of Commentaries To A Poem, First Conceived By The Artist, Fed Through Chatg.P.T., And Re-Edited By The Artist, To Which Are Added, Annotated References, Impressions And Ruminations Thereof, Also Including Private Thoughts & Personal Accounts Of The Artist, Jaimie An Jun 2024

A Thesis, Or Digressions On Sculptural Practice: In Which, Concepts & Influences Thereof Are Explained, Set Forth, Catalogued, Or Divulged By Way Of Commentaries To A Poem, First Conceived By The Artist, Fed Through Chatg.P.T., And Re-Edited By The Artist, To Which Are Added, Annotated References, Impressions And Ruminations Thereof, Also Including Private Thoughts & Personal Accounts Of The Artist, Jaimie An

Masters Theses

This thesis is an exercise in, perhaps a futile, attempt to trace just some of the ideas, stories, and musings I might meander through in my process. It’s not quite a map, nor is it a neat catalogue; it is a haphazard collection of tickets and receipts from a travel abroad, carelessly tossed in a carry-on, only to be stashed upon returning home. These ideas are derived from much greater thinkers and authors than myself; I am a mere collector or a translator, if that, and not a very good one, for much is lost. I do not claim comprehensive …


Naturify 2300, Yarina Yiwei Dai Jun 2024

Naturify 2300, Yarina Yiwei Dai

Masters Theses

In my art practice, I explore the interplay between human desires to manipulate and anthropomorphize nature, as seen in the technological augmentation of plants and living entities. This investigation delves into how this intersection, alongside empathy towards these creations, contributes to fears of uncontrollability and the risks of addiction and excessive dependence on technology.

Bioengineering and genetic modification have cultivated unprecedented developments, allowing humans to manipulate the fundamental building blocks of life. My research speculates on this technology further, modifying the genetic code of organisms and creating bioengineered wearable entities with enhanced traits or entirely new functionalities. The primary objective …


Supporting South Korea’S Aging Population: How Ai And Iot Acceptance Connects The Young And Old, Bobby Im May 2024

Supporting South Korea’S Aging Population: How Ai And Iot Acceptance Connects The Young And Old, Bobby Im

Master's Projects and Capstones

In 2024, South Korea surpassed every other nation by becoming the country with the lowest fertility rate (below 0.7%). Population decline will hinder future ability to care for their aging population and although the government and private corporations are investing millions of dollars on developing Artificial Intelligence-Internet of Things (AI-IoT) devices to support the aging, the acceptance levels and the amount of family support required is undervalued. By examining AI-IoT’s current use and role in South Korea’s public health system this paper shows how intergenerational support helps optimize existing procedures and equipment, increases the level of acceptance and use, and …


Toward The Integration Of Behavioral Sensing And Artificial Intelligence, Subigya K. Nepal May 2024

Toward The Integration Of Behavioral Sensing And Artificial Intelligence, Subigya K. Nepal

Dartmouth College Ph.D Dissertations

The integration of behavioral sensing and Artificial Intelligence (AI) has increasingly proven invaluable across various domains, offering profound insights into human behavior, enhancing mental health monitoring, and optimizing workplace productivity. This thesis presents five pivotal studies that employ smartphone, wearable, and laptop-based sensing to explore and push the boundaries of what these technologies can achieve in real-world settings. This body of work explores the innovative and practical applications of AI and behavioral sensing to capture and analyze data for diverse purposes. The first part of the thesis comprises longitudinal studies on behavioral sensing, providing a detailed, long-term view of how …


Academic Literature Review In Age Of Ai And Large Language Models​, Aaron Tay May 2024

Academic Literature Review In Age Of Ai And Large Language Models​, Aaron Tay

Research Collection Library

Explore the evolving landscape of academic research with a focus on open data and AI advancements, particularly in natural language processing. Join us for a practical presentation on leveraging emerging tools for literature review. Discover platforms like Connected Papers, ResearchRabbit, and Litmaps, offering paper exploration and recommendations based on initial 'seed papers.' Dive into AI-enhanced search engines like Elicit, Scispace, Semantic Scholar, and Scite.ai, powered by Large Language Models such as BERT and GPT. Learn about the latest developments, strengths, and weaknesses of these tools, and how they reshape literature review methods, from tool selection to query input techniques.


Code For Care: Hypertension Prediction In Women Aged 18-39 Years, Kruti Sheth May 2024

Code For Care: Hypertension Prediction In Women Aged 18-39 Years, Kruti Sheth

Electronic Theses, Projects, and Dissertations

The longstanding prevalence of hypertension, often undiagnosed, poses significant risks of severe chronic and cardiovascular complications if left untreated. This study investigated the causes and underlying risks of hypertension in females aged between 18-39 years. The research questions were: (Q1.) What factors affect the occurrence of hypertension in females aged 18-39 years? (Q2.) What machine learning algorithms are suited for effectively predicting hypertension? (Q3.) How can SHAP values be leveraged to analyze the factors from model outputs? The findings are: (Q1.) Performing Feature selection using binary classification Logistic regression algorithm reveals an array of 30 most influential factors at an …


Ai And Advocacy: Maximizing Potential, Minimizing Risk, Matthew Salzano, Nicholas Fung, Ada Lin, Sofia Marchetta, Faith Colombo, Kaylah Davis, John Flynn, Carlos Fuentes, Fion Li, Malar Paavi Muthukumaran, Angelica Paramoshin, Chrisanne Pearce, Vianney Ramos, Charles St. Hilaire, Xi Zheng, Wei Zhuang May 2024

Ai And Advocacy: Maximizing Potential, Minimizing Risk, Matthew Salzano, Nicholas Fung, Ada Lin, Sofia Marchetta, Faith Colombo, Kaylah Davis, John Flynn, Carlos Fuentes, Fion Li, Malar Paavi Muthukumaran, Angelica Paramoshin, Chrisanne Pearce, Vianney Ramos, Charles St. Hilaire, Xi Zheng, Wei Zhuang

School of Communication and Journalism Faculty Publications

New Generative AI tools are revolutionizing writing and communication. This report focuses on AI and advocacy, the act of influencing public policy and resource allocation decisions within political, economic, and social systems and institutions. This report identifies three major opportunities and accompanying risks, plus one strong recommendation for advocates considering using AI. We argue that AI can be useful for advocates, but they must be careful to center human judgment and avoid risks that could distract from their important work or even contribute to societal harms.


Ai-Powered Learning: Blending Ai With Active Learning In The Information Literacy Classroom, Kevin J. Reagan, Wilhelmina Randtke Apr 2024

Ai-Powered Learning: Blending Ai With Active Learning In The Information Literacy Classroom, Kevin J. Reagan, Wilhelmina Randtke

Georgia International Conference on Information Literacy

In 2016, the ACRL Framework for Information Literacy in Higher Education launched in response to more voluminous, less-vetted online information, including misinformation and content farms. Subsequently, the ACRL Framework has been widely adopted, and numerous high-quality lesson plans and resources for teaching the frames already exist, including published lesson plans and textbooks. Now, generative AI tools, such as ChatGPT and other chat bots present new challenges for information literacy educators. For instance, in addition to teaching students how to identify issues such as fake news, the information literacy professional has to address topics such as ethical AI use, AI hallucination …


Exploring The Ethical Use Of Ai In Information Product Creation: A Guide For Librarians, Dawn N. Cannon-Rech Apr 2024

Exploring The Ethical Use Of Ai In Information Product Creation: A Guide For Librarians, Dawn N. Cannon-Rech

Georgia International Conference on Information Literacy

Exploring the Ethical Use of AI in Information Product Creation: A Guide for Librarians

The rapid advancement of artificial intelligence (AI) has revolutionized the way information products are created, raising ethical considerations that demand the attention of educators, researchers, and librarians. This poster presentation aims to delve into the ethical aspects of AI-generated information products, such as papers, Open Educational Resources (OER) materials, images, etc., and to provide practical tips for teaching librarians on how to navigate and address citation rules associated with these products.

Objectives:

  1. Understanding AI in Information Product Creation: Explore the key principles behind AI algorithms and …


Lesson Planning To Active Engagement: Harnessing Ai Tools For Academic Library Instruction, Helen E. Bischoff, Lisa Nichols Apr 2024

Lesson Planning To Active Engagement: Harnessing Ai Tools For Academic Library Instruction, Helen E. Bischoff, Lisa Nichols

Georgia International Conference on Information Literacy

Love it or hate it, AI is here to stay. So how can librarians embrace AI in the classroom and use it to their advantage when working with students? Drawing from our own experiences in K12 and university settings, we will highlight AI tools instruction librarians can use to support their own teaching and learning in terms of lesson planning, classroom activities, and research consultations. We will demonstrate AI tools we have used such as ChatGPT and Semantic Scholar to engage middle school and undergraduate students and offer tips for promoting thoughtful, ethical use of AI for learning. We will …


Artificial Intelligence: The Road More Traveled. Writing And Conducting Research With Ai, Laura Zucca-Scott, Samuel Stinson Apr 2024

Artificial Intelligence: The Road More Traveled. Writing And Conducting Research With Ai, Laura Zucca-Scott, Samuel Stinson

Georgia International Conference on Information Literacy

This project illustrates and discusses actionable examples of how collaborative, supportive virtual or in-person environments can foster democratic learning models in the age of Artificial Intelligence.

The workshop models, whether in person or virtual, provide dialogical opportunities for growth. Critically examining information and developing writing skills become crucial in supporting scholarly growth and intellectual exploration while providing access to academic pursuits to otherwise marginalized individuals and groups.

The experiences we share are situated in a specific context and are interconnected with the perspectives, backgrounds, and expectations of the scholars involved. However, as the writing workshops continue to evolve due to …


Immersive Japanese Language Learning Web Application Using Spaced Repetition, Active Recall, And An Artificial Intelligent Conversational Chat Agent Both In Voice And In Text, Marc Butler Apr 2024

Immersive Japanese Language Learning Web Application Using Spaced Repetition, Active Recall, And An Artificial Intelligent Conversational Chat Agent Both In Voice And In Text, Marc Butler

MS in Computer Science Project Reports

In the last two decades various human language learning applications, spaced repetition software, online dictionaries, and artificial intelligent chat agents have been developed. However, there is no solution to cohesively combine these technologies into a comprehensive language learning application including skills such as speaking, typing, listening, and reading. Our contribution is to provide an immersive language learning web application to the end user which combines spaced repetition, a study technique used to review information at systematic intervals, and active recall, the process of purposely retrieving information from memory during a review session, with an artificial intelligent conversational chat agent both …


Artificial Sociality, Simone Natale, Iliana Depounti Apr 2024

Artificial Sociality, Simone Natale, Iliana Depounti

Human-Machine Communication

This article proposes the notion of Artificial Sociality to describe communicative AI technologies that create the impression of social behavior. Existing tools that activate Artificial Sociality include, among others, Large Language Models (LLMs) such as ChatGPT, voice assistants, virtual influencers, socialbots and companion chatbots such as Replika. The article highlights three key issues that are likely to shape present and future debates about these technologies, as well as design practices and regulation efforts: the modelling of human sociality that foregrounds it, the problem of deception and the issue of control from the part of the users. Ethical, social and cultural …


Enhancing Information Architecture With Machine Learning For Digital Media Platforms, Taylor N. Mietzner Apr 2024

Enhancing Information Architecture With Machine Learning For Digital Media Platforms, Taylor N. Mietzner

Honors College Theses

Modern advancements in machine learning are transforming the technological landscape, including information architecture within user experience design. With the unparalleled amount of user data generated on online media platforms and applications, an adjustment in the design process to incorporate machine learning for categorizing the influx of semantic data while maintaining a user-centric structure is essential. Machine learning tools, such as the classification and recommendation system, need to be incorporated into the design for user experience and marketing success. There is a current gap between incorporating the backend modeling algorithms and the frontend information architecture system design together. The aim of …


Use Of Mobile Technology To Identify Behavioral Mechanisms Linked To Mental Health Outcomes In Kenya: Protocol For Development And Validation Of A Predictive Model, Willie Njoroge, Rachel Maina, Frank Elena, Lukoye Atwoli, Anthony Ngugi, Srijan Sen, Stephen Wong, Linda Khakali, Andrew Aballa, James Orwa, Moses Nyongesa, Jasmit Shah, Amina Abubakar, Zul Merali Apr 2024

Use Of Mobile Technology To Identify Behavioral Mechanisms Linked To Mental Health Outcomes In Kenya: Protocol For Development And Validation Of A Predictive Model, Willie Njoroge, Rachel Maina, Frank Elena, Lukoye Atwoli, Anthony Ngugi, Srijan Sen, Stephen Wong, Linda Khakali, Andrew Aballa, James Orwa, Moses Nyongesa, Jasmit Shah, Amina Abubakar, Zul Merali

Brain and Mind Institute

Objective:This study proposes to identify and validate weighted sensor stream signatures that predict near-term risk of a major depressive episode and future mood among healthcare workers in Kenya.

Approach: The study will deploy a mobile application (app) platform and use novel data science analytic approaches (Artificial Intelligence and Machine Learning) to identifying predictors of mental health disorders among 500 randomly sampled healthcare workers from five healthcare facilities in Nairobi, Kenya.

Expectation: This study will lay the basis for creating agile and scalable systems for rapid diagnostics that could inform precise interventions for mitigating depression and ensure a healthy, resilient …


Artificial Intelligence In Library Access Services, Xuan Pang, Jessica Garner Mar 2024

Artificial Intelligence In Library Access Services, Xuan Pang, Jessica Garner

Library Faculty Presentations

No abstract provided.


The Degree To Which School Principals Within The Green Line Possess The Skills Of Employing Artificial Intelligence In Administrative Work From Their Point Of View, ميسون عواودة Mar 2024

The Degree To Which School Principals Within The Green Line Possess The Skills Of Employing Artificial Intelligence In Administrative Work From Their Point Of View, ميسون عواودة

Jerash for Research and Studies Journal مجلة جرش للبحوث والدراسات

The study aimed to identify the degree to which school principals within the green line possess the skills of employing artificial intelligence in administrative work from their point of view, in addition to knowing the effect of the variables (sex, educational qualification, and years of experience) on the principals' estimates of that. The descriptive approach was used to achieve the purpose of the study, as the study sample consisted of (72) male and female managers, who were selected in a simple random way from the study population of (102) male and female managers, and the questionnaire was used as a …


Eco-Virtue Ethics And Anthropological Commitments Of Laudato Si’ And Laudate Deum: Towards A Renewed Integral Ecology, Ugochukwu Stophynus Anyanwu Mar 2024

Eco-Virtue Ethics And Anthropological Commitments Of Laudato Si’ And Laudate Deum: Towards A Renewed Integral Ecology, Ugochukwu Stophynus Anyanwu

The Journal of Social Encounters

The Fourth Chapter of Laudato Si’ (LS) of Pope Francis deals with the theme of ‘Integral Ecology’ from a religious tradition. This chapter can be interpreted as the fulcrum of the encyclical because of the density of its anthropological and ethical considerations. The theme of this chapter has informed a more emphatic presentation in the apostolic exhortation Laudate Deum (LD) on the climatic challenges confronting humanity. Both documents, with incomparable courage and novelty, offer enriching ethical discourses for advancing social, cultural, and human ecology in consonance with social justice, common good, solidarity, and subsidiarity. They contain the magisterial appeal that …


Maximizing The Ai Revolution In Southeast Asia, Shoeb Kagda Mar 2024

Maximizing The Ai Revolution In Southeast Asia, Shoeb Kagda

Asian Management Insights

For that, the region must narrow the digital divide.


Eyris: From The Lab To The Market, Steven Miller, David Gomulya, Mahima Rao-Kachroo Mar 2024

Eyris: From The Lab To The Market, Steven Miller, David Gomulya, Mahima Rao-Kachroo

Asian Management Insights

Singapore’s trailblazer AI algorithm for detecting diabetes-related eye diseases. Can you imagine getting the results of your eye disease screening within minutes rather than days? This capability is what EyRIS, a Singapore-based start-up that uses the AI (Artificial Intelligence)-driven Singapore Eye LEsion Analyzer (SELENA+) algorithm to screen for diabetes-related eye diseases, set out to productise and commercialise.


Can Artificial Intelligence Be Used As A Stepping Stone Towards Face-To-Face Therapy?, Zachary Salcido Mar 2024

Can Artificial Intelligence Be Used As A Stepping Stone Towards Face-To-Face Therapy?, Zachary Salcido

University Honors Theses

Artificial Intelligence (AI) has emerged as a transformative tool in various fields, including mental health care and therapy. This study provides a comprehensive review of literature, gathered through Portland State University’s Online Library, on the potential of AI as a stepping stone towards face-to-face therapy. The study examines the historical development of AI in mental health, highlighting its development and advancements that have influenced its current implementations.

In addition to its direct applications in therapy, AI is also examined in the context of its role as a facilitator or “stepping stone” in the delivery of mental health care. AI-driven platforms …


Two-Year Opioid Prescription Trends In Local Sanitary Agency Naples 3 South, Campania Region, Italy. Descriptive Analyses And Ai-Based Translational Perspectives, Marco Cascella, Maurizio Capuozzo, Francesco Ferrara, Alessandro Ottaiano, Francesco Perri, Francesco Sabbatino, Valeria Conti, Vittorio Santoriello, Alfonso Maria Ponsiglione, Maria Romano, Francesco Amato, Ornella Piazza Feb 2024

Two-Year Opioid Prescription Trends In Local Sanitary Agency Naples 3 South, Campania Region, Italy. Descriptive Analyses And Ai-Based Translational Perspectives, Marco Cascella, Maurizio Capuozzo, Francesco Ferrara, Alessandro Ottaiano, Francesco Perri, Francesco Sabbatino, Valeria Conti, Vittorio Santoriello, Alfonso Maria Ponsiglione, Maria Romano, Francesco Amato, Ornella Piazza

Translational Medicine @ UniSa

Aims: This study delves into the two-year opioid prescription trends in the Local Sanitary Agency Naples 3 South, Campania Region, Italy. The research aims to elucidate prescribing patterns, demographics, and dosage categories within a population representing 1.7% of the national total. Perspectives on artificial intelligence research are discussed.

Methods: From the original dataset, spanning from January 2022 to October 2023, we processed multiple variables including demographic data, medications, dosages, drug consumption, and administration routes.

Results: The analysis reveals a conservative approach to opioid therapy. In subjects under the age of 20, prescriptions accounted for 2.1% in 2022 and declined to …


Intellectual Property Rights And Copyright Laws In The Regime Of Artificial Intelligence (Ai) In India, Hemavathy C Feb 2024

Intellectual Property Rights And Copyright Laws In The Regime Of Artificial Intelligence (Ai) In India, Hemavathy C

Library Philosophy and Practice (e-journal)

Artificial Intelligence (AI) has been developing for two decades. The application of AI is budding quickly in business dealings, corporate communication and legal services. AI and Law Forms are increasingly important in the legal arena as they play a significant role in the economy and society. Scientists and policymakers together are facing some of the hardest problems with the advancement of machine learning, cryptology and data protection. This paper is very helpful for policymakers, economists, lawyers and technocrats in the aspect of the ethical use of AI in data protection, privacy, security and social corners turns into very relevant issues …


Towards Algorithmic Justice: Human Centered Approaches To Artificial Intelligence Design To Support Fairness And Mitigate Bias In The Financial Services Sector, Jihyun Kim Jan 2024

Towards Algorithmic Justice: Human Centered Approaches To Artificial Intelligence Design To Support Fairness And Mitigate Bias In The Financial Services Sector, Jihyun Kim

CMC Senior Theses

Artificial Intelligence (AI) has positively transformed the Financial services sector but also introduced AI biases against protected groups, amplifying existing prejudices against marginalized communities. The financial decisions made by biased algorithms could cause life-changing ramifications in applications such as lending and credit scoring. Human Centered AI (HCAI) is an emerging concept where AI systems seek to augment, not replace human abilities while preserving human control to ensure transparency, equity and privacy. The evolving field of HCAI shares a common ground with and can be enhanced by the Human Centered Design principles in that they both put humans, the user, at …


Generative Ai And Finding The Law, Paul D. Callister Jan 2024

Generative Ai And Finding The Law, Paul D. Callister

Faculty Works

Abstract

Legal information science requires, among other things, principles and theories. The article states six principles or considerations that any discussion of generative AI large language models and their role in finding the law must include. The article concludes that law librarianship will increasingly become legal information science and require new paradigms. In addition to the six principles, the article applies ecological holistic media theory to understand the relationship of the legal community’s cognitive authority, institutions, techné (technology, medium and method), geopolitical factors, and the past and future to understand the changes in this information milieu. The article also explains …


Decoding Usage And Adoption Behavior Of The Low-Carbon Transportation Market: An Ai-Driven Exploration, Vuban Chowdhury Dec 2023

Decoding Usage And Adoption Behavior Of The Low-Carbon Transportation Market: An Ai-Driven Exploration, Vuban Chowdhury

Graduate Theses and Dissertations

The transportation sector stands as a significant contributor to greenhouse gas emissions in the United States, with its environmental impact steadily escalating over the past few decades. This has prompted government agencies to facilitate the adoption and usage of low-carbon transportation (LCT) options as alternatives to fossil-fuel-powered transportation. LCTs include modes of transportation that minimize the overall carbon footprint of the transportation sector by relying on energy sources that are environmentally sustainable. These sustainable transportation options have also garnered significant interest in the transportation research community. For government agencies and researchers alike, a comprehensive understanding of the adoption and usage …


Beyond Chatgpt: Using Its Stem To Support Librarians, Juan Denzer Oct 2023

Beyond Chatgpt: Using Its Stem To Support Librarians, Juan Denzer

Upstate New York Science Librarians Conference

Librarians have long utilized technology to enhance productivity and information sharing. However, the pace of adopting new technologies in libraries has been limited by factors such as funding constraints, privacy concerns, and a non-profit focus. This proposal aims to explore the transformative potential of advanced AI tools, specifically large language models (LLMs), in the field of librarianship. While natural language tools like ChatGPT and Google's Bard have garnered attention, misconceptions and fears surrounding academic integrity and negative media coverage have hindered the broader acceptance of these AI advancements. Paradoxically, many existing tools in libraries, such as translation services and customer …


Artificial Intelligence Applications For Social Science Research, Megan Stubbs-Richardson, Lauren Brown, Mackenzie Paul, Devon Brenner Oct 2023

Artificial Intelligence Applications For Social Science Research, Megan Stubbs-Richardson, Lauren Brown, Mackenzie Paul, Devon Brenner

Social Science Research Center Publications and Scholarship

Our team developed a database of 250 Artificial Intelligence (AI) applications useful for social science research. To be included in our database, the AI tool had to be useful for: 1) literature reviews, summaries, or writing, 2) data collection, analysis, or visualizations, or 3) research dissemination. In the database, we provide a name, description, and links to each of the AI tools that were current at the time of publication on September 29, 2023. Supporting links were provided when an AI tool was found using other databases. To help users evaluate the potential usefulness of each tool, we documented information …