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results suggest that LLMs are not (yet) able to create appropriate learningactivities from learning standards. The activities were generally not usable by classroom teacherswithout further elaboration and/or modification. There were also grammatical errors in the output,something not common with LLM-produced text. Further, standards in one or both disciplineswere often not addressed, and the quality of the activities was often low. We conclude withrecommendations for the use of LLMs in curriculum development in light of these findings.1 Introduction and BackgroundThe public release of ChatGPT in November 2022 inaugurated a new era of AI as large languagemodels (LLMs) captured public attention due to their ability to generate fluent responses
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observedneurodivergent students were less likely to report being recognized as engineers by colleagues,which might relate to the pressures they feel to conform or hide their true selves, and additionalchallenges with the job search process which align with the experiences of rejection sensitivitydysphoria. These results indicate co-op experiences as a potentially beneficial pathway forbringing more neurodiverse individuals to the engineering workforce.AcknowledgementsThis work was supported by NSF Award #.References[1] M. Chrysochoou, A. E. Zaghi, and C. M. Syharat, “Reframing neurodiversity in engineering education,” Front. Educ., vol. 7, p. 995865, Nov. 2022, doi: 10.3389/feduc.2022.995865.[2] A. R. Fleming, M. Edwin, J. A. Hayes, B. D. Locke
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. Its primary goals are to fosterinterest in STEM through culturally resonant instruction and to introduce students to foundationalconcepts in cybersecurity, artificial intelligence, machine learning, and coding. The camp serves studentsaged eight to seventeen, enrolled in grades three through twelve. Initially launched in the summer of2022, the camp has since been held for three consecutive summers and once during the winter break of2024. Morgan State University’s Center for Cybersecurity Assurance and Policy (CAP, n.d.) and theCenter for Equitable AI and Machine Learning Systems (CEAMLS, n.d.) jointly sponsored the camp in2023. In 2024, the CAP Center served as the sole sponsor. In the summer of 2022, 13 students (8 girls and5 boys
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University and a M.S. in Biomedical Engineering from Cornell University. Among other awards for her research, she was awarded a National Science Foundation CAREER Award in 2022 to study epistemic negotiations on interdisciplinary engineering education research teams.Aaron Livingston Alexander, University at Buffalo, The State University of New York Aaron is a third-year undergraduate student at the University at Buffalo working towards his Bachelor’s of Science in Electrical Engineering. He has assisted in several qualitative research projects during his time at the university. Aaron also serves as a student ambassador of justice, equity, diversity, and inclusion for the School of Engineering and Applied Sciences
propagate the camp information to the parents of more female students. All of these efforts have resulted in a higher number of female participants in the camp in the last several years; the percentage of female students increased to an average of 32% from 25% in the first two years.(2) Recruiting enough student mentors was also challenging for us after 2020. After the pandemic, many students probably got used to online classes; most of our undergrad students were not staying on campus and taking courses in virtual mode. The initial target was to recruit 10 Computer Science Technology students as mentors, but we were able to get only 6 students in 2022. To have an adequate number of student mentors in 2023 and 2024, we have
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admitted to engineering programspossess high proficiency in it.The host country is a peninsula surrounded by the Persian Gulf and connected by land to theKingdom of Saudi Arabia. The country's population in 2023 was estimated at about 3 million,and its natives make up about 15% of the total population. The rest are expatriates working forvarious entities in the country. As of 2022, this host country has the world's fifth-highest GDPper capita, according to the International Monetary Fund. Although Arabic is the officiallanguage in the country, a large percentage of the population is fluent in English. The country'sVision 2030 focuses on the capacity development of its population. It is one of the few nations inthe world that has invested much in
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was retained for several years. However, by 2022, with further restructuring andadditional faculty hires, the department determined it had a capacity of 190 students each year.As part of the entrance-to-major requirement, the department changed its GPA requirement to2.9 from 3.1. At that time, the number of new students indicating Aerospace as an intendedmajor had remained stable. However, the program’s recent surge in popularity and increasedaccessibility have caused the department to reassess its teaching capacity to ensure it caneffectively meet the rising demand.Alternative programs and locations are listed on the College’s website to guide students to otheravailable engineering programs.MethodologyThis section outlines the process how
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