JBJS Open Access, Год журнала: 2024, Номер 9(2)
Опубликована: Апрель 1, 2024
ChatGPT is an artificial intelligence chatbot capable of providing human-like responses for virtually every possible inquiry. This advancement has provoked public interest regarding the use ChatGPT, including in health care. The purpose present study was to investigate quantity and accuracy outputs general patient-focused inquiries 40 orthopaedic conditions.
Язык: Английский
Healthcare, Год журнала: 2023, Номер 11(6), С. 887 - 887
Опубликована: Март 19, 2023
ChatGPT is an artificial intelligence (AI)-based conversational large language model (LLM). The potential applications of LLMs in health care education, research, and practice could be promising if the associated valid concerns are proactively examined addressed. current systematic review aimed to investigate utility highlight its limitations. Using PRIMSA guidelines, a search was conducted retrieve English records PubMed/MEDLINE Google Scholar (published research or preprints) that context practice. A total 60 were eligible for inclusion. Benefits cited 51/60 (85.0%) included: (1) improved scientific writing enhancing equity versatility; (2) (efficient analysis datasets, code generation, literature reviews, saving time focus on experimental design, drug discovery development); (3) benefits (streamlining workflow, cost saving, documentation, personalized medicine, literacy); (4) education including learning critical thinking problem-based learning. Concerns regarding use stated 58/60 (96.7%) ethical, copyright, transparency, legal issues, risk bias, plagiarism, lack originality, inaccurate content with hallucination, limited knowledge, incorrect citations, cybersecurity infodemics. can induce paradigm shifts However, embrace this AI chatbot should extreme caution considering As it currently stands, does not qualify listed as author articles unless ICMJE/COPE guidelines revised amended. An initiative involving all stakeholders urgently needed. This will help set ethics guide responsible among other academia.
Язык: Английский
Процитировано
1794
Future Internet, Год журнала: 2023, Номер 15(6), С. 192 - 192
Опубликована: Май 26, 2023
According to numerous reports, ChatGPT represents a significant breakthrough in the field of artificial intelligence. is pre-trained AI model designed engage natural language conversations, utilizing sophisticated techniques from Natural Language Processing (NLP), Supervised Learning, and Reinforcement Learning comprehend generate text comparable human-generated text. This article provides an overview training process fundamental functionality ChatGPT, accompanied by preliminary review relevant literature. Notably, this presents first comprehensive literature technology at time publication, aiming aggregate all available pertinent articles facilitate further developments field. Ultimately, authors aim offer appraisal technology’s potential implications on existing knowledge technology, along with challenges that must be addressed.
Язык: Английский
Процитировано
359
BenchCouncil Transactions on Benchmarks Standards and Evaluations, Год журнала: 2023, Номер 3(2), С. 100115 - 100115
Опубликована: Май 26, 2023
Artificial Intelligence (AI)-based ChatGPT developed by OpenAI is now widely accepted in several fields, including education. Students can learn about ideas and theories using this technology while generating content with it. built on State of the Art (SOA), like Deep Learning (DL), Natural Language Processing (NLP), Machine (ML), an extrapolation a class ML-NLP models known as Large Model (LLMs). It may be used to automate test assignment grading, giving instructors more time concentrate instruction. This utilised customise learning for kids, enabling them focus intently subject matter critical thinking excellent tool language lessons since it translate text from one another. provide lists vocabulary terms meanings, assisting students developing their proficiency resources. Personalised opportunities are ChatGPT's significant applications classroom. might include creating educational resources tailored student's unique interests, skills, goals. paper discusses need features education system. Further, identifies Using ChatGPT, educators design instructional materials specific each requirements skills based current trends. work at speed areas where they most support, resulting effective efficient environment. Both profit significantly Instructors save numerous duties technology. In future, will become powerful enhancing students' teachers' experience.
Язык: Английский
Процитировано
320
IEEE Access, Год журнала: 2024, Номер 12, С. 54608 - 54649
Опубликована: Янв. 1, 2024
The Generative Pre-trained Transformer (GPT) represents a notable breakthrough in the domain of natural language processing, which is propelling us toward development machines that can understand and communicate using manner closely resembles humans. GPT based on transformer architecture, deep neural network designed for processing tasks. Due to their impressive performance tasks ability effectively converse, have gained significant popularity among researchers industrial communities, making them one most widely used effective models related fields, motivated conduct this review. This review provides detailed overview GPT, including its working process, training procedures, enabling technologies, impact various applications. In review, we also explored potential challenges limitations GPT. Furthermore, discuss solutions future directions. Overall, paper aims provide comprehensive understanding applications, emerging challenges, solutions.
Язык: Английский
Процитировано
141
Biomimetic Intelligence and Robotics, Год журнала: 2023, Номер 3(4), С. 100131 - 100131
Опубликована: Окт. 28, 2023
The fusion of large language models and robotic systems has introduced a transformative paradigm in human–robot interaction, offering unparalleled capabilities natural understanding task execution. This review paper offers comprehensive analysis this nascent but rapidly evolving domain, spotlighting the recent advances Large Language Models (LLMs) enhancing their structures performances, particularly terms multimodal input handling, high-level reasoning, plan generation. Moreover, it probes current methodologies that integrate LLMs into for complex completion, from traditional probabilistic to utilization value functions metrics optimal decision-making. Despite these advancements, also reveals formidable challenges confront field, such as contextual understanding, data privacy ethical considerations. To our best knowledge, is first study comprehensively analyze considerations Human–Robot Interaction (HRI) based on progress, which provides potential avenues further research.
Язык: Английский
Процитировано
92
Procedia CIRP, Год журнала: 2023, Номер 119, С. 7 - 14
Опубликована: Янв. 1, 2023
The manufacturing industry involves innumerable complex tasks that require significant knowledge and experience to execute. With the rapid development of artificial intelligence, particularly with emergence powerful large language models such as ChatGPT, new opportunities have risen provide through conversation. its seemingly endless base highly organized response style, ChatGPT is expected revolutionize every aspect industry. However, extent ChatGPT's capabilities how they could contribute industry's future revolution remains unclear. In light this, this paper performed a systematic testing uncover advantages limitations. Based on results, authors provided some prospects critical research questions from perspective. Furthermore, recommended technology roadmap successfully integrate into
Язык: Английский
Процитировано
84
Journal of Machine Learning for Modeling and Computing, Год журнала: 2023, Номер 4(2), С. 1 - 74
Опубликована: Янв. 1, 2023
ChatGPT is a large language model recently released by the OpenAI company. In this technical report, we explore for first time capability of programming numerical algorithms. Specifically, examine GhatGPT generating codes algorithms in different languages, debugging and improving written users, completing missed parts codes, rewriting available other parallelizing serial codes. Additionally, assess if can recognize given are humans or machines. To reach goal, consider variety mathematical problems such as Poisson equation, diffusion incompressible Navier-Stokes equations, compressible inviscid flow, eigenvalue problems, solving linear systems storing sparse matrices, etc. Furthermore, exemplify scientific machine learning physics-informed neural networks convolutional with applications to computational physics. Through these examples, investigate successes, failures, challenges ChatGPT. Examples failures producing singular operations on arrays incompatible sizes, interruption relatively long Our outcomes suggest that successfully program but certain limitations exist require further improvement model.
Язык: Английский
Процитировано
72
Data and Information Management, Год журнала: 2024, Номер 8(2), С. 100066 - 100066
Опубликована: Фев. 15, 2024
Generative artificial intelligence (GAI) is a rapidly growing field with wide range of applications. In this paper, thorough examination the research landscape in GAI presented, encompassing comprehensive overview prevailing themes and topics within field. The study analyzes corpus 1319 records from Scopus spanning 1985 to 2023 comprises journal articles, books, book chapters, conference papers, selected working papers. analysis revealed seven distinct clusters research: image processing content analysis, generation, emerging use cases, engineering, cognitive inference planning, data privacy security, Pre-Trained Transformer (GPT) academic paper discusses findings identifies some key challenges opportunities research. concludes by calling for further GAI, particularly areas explainability, robustness, cross-modal multi-modal interactive co-creation. also highlights importance addressing security responsible GAI.
Язык: Английский
Процитировано
58
International Journal of Language Instruction, Год журнала: 2023, Номер 2(3), С. 1 - 47
Опубликована: Июль 24, 2023
The introduction of ChatGPT is seen as a potential chance to improve second language learning and instruction. However, the acceptance technology in education dependent on instructors' views. As consequence, it vital explore how EFL teachers assess implementation classes, particularly Vietnam, where research this topic scarce. goal study learn about teachers' thoughts using writing sessions gather ideas for its implementation. involved twenty Van Lang University who utilized their taught numerous courses. An online survey structured interview were used collect quantitative qualitative data. study's results show that instructors at are enthusiastic lessons. Furthermore, emphasizes necessity professional training instructors, boosting user knowledge limits possible hazards connected with ChatGPT, assuring correct chatbot use critical elements contribute successful deployment.
Язык: Английский
Процитировано
54
SSRN Electronic Journal, Год журнала: 2023, Номер unknown
Опубликована: Янв. 1, 2023
The incorporation of artificial intelligence (AI) technologies, with a particular focus on generative models such as ChatGPT, has ushered in revolutionary era the field education, fundamentally altering way students engage mathematical problem-solving. This scholarly article investigates diverse roles and obstacles associated harnessing potential ChatGPT other AI tools to enhance proficiency. By implementing these cutting-edge educators can provide tailored learning experiences that cater wide array styles paces. enables receive immediate feedback, participate interactive problem-solving dialogues, access step-by-step solutions align their individual requirements. Nevertheless, integration into education is not without its complexities. A central challenge revolves around ensuring accuracy dependability AI-generated solutions, mitigating any biases present training data, maintaining harmonious balance between automation human intervention process. Ethical concerns, encompassing matters data privacy ethical use AI, also demand meticulous consideration. Furthermore, delves cognitive impacts students, scrutinizing how reliance might affect critical thinking skills grasp fundamental concepts. It explores methodologies aimed at fostering synergistic relationship intelligence, encouraging development robust strategies while computational capabilities AI. research illuminates promising incorporating notably realm mathematics education. addressing challenges adopting nuanced approach, harness power craft enriching efficient environments, nurturing generation individuals adept well-equipped tackle intricacies modern world.
Язык: Английский
Процитировано
47