ChatGPT excels in both language understanding and content generation. It relies on semantic understanding and reasoning to decipher user intent through mutual dialog. In addition, by applying deep learning techniques, ChatGPT efficiently retrieves information from a variety of sources to provide consumers with reliable answers [7]. As a result, ChatGPT emerges as an invaluable resource for medical students, especially in helping them understand complex ideas. ChatGPT improves topic understanding by providing examples and conducting text analyses [8]. Furthermore, ChatGPT serves an important role in alleviating academic difficulty among medical students [9]. With its ability to produce and answer questions as well as assist with revision tasks, ChatGPT can help medical students complete coursework, assess the quality of their coursework, and reinforce previously learned concepts [10]. Serving as a personalized tutor, it develops customized learning programs and time management strategies based on individual interests and learning preferences [11]. In addition, renowned for its prowess in research and writing, ChatGPT contributes significantly to academic endeavors [12]. On one hand, it assists students in comprehensively exploring research literature, gaining a preliminary understanding of current research trends [13]. On the other hand, ChatGPT aids in structuring thesis frameworks and generating writing prompts, while also offering grammar and spelling checks to enhance writing proficiency and quality [14].

ChatGPT has superior social features that allow it to replicate clinical settings for medical students through situational simulation and role-playing [15]. This functionality assists the transition of medical students from a theoretical to a clinical attitude. Furthermore, ChatGPT provides the potential to faithfully mimic clinical circumstances while dynamically adapting to changes in patients’ conditions [16]. This function lets students gain practical experience managing unexpected medical problems in simulated contexts, thereby improving their preparedness and psychological fortitude.

ChatGPT is crucial in educational curriculum development since it helps teachers enhance their logical thinking and task performance skills [17]. It assists teachers create lesson plans, course handouts, and lesson plan content, which accelerates curriculum development [13]. For example, we asked ChatGPT to create a teaching plan on pressure ulcer care, and the resulting content is presented in Figure 4. Upon assessing the information, it is obvious that ChatGPT could generate core teaching plan content. However, teachers must supplement with more precise and detailed knowledge points, as well as validate the created information.

Furthermore, ChatGPT promotes innovation in teaching approaches by enabling scenario-based learning, role-playing, and the integration of diverse educational resources [18]. Recognizing the value of continuous pedagogical innovation, teachers are encouraged to apply the capabilities of AI, such as ChatGPT, alongside traditional teaching methods [19]. This integration allows for constant advancement in teaching approaches, which improves the effectiveness of teaching practices and enables educators to fulfill their instructional responsibilities more efficiently.

Humans remain the primary agents in social activities, with ChatGPT serving as a useful tool to aid them [53]. While students may use the answers and suggestions provided by ChatGPT, it is crucial that they engage in critical thinking and judgment to arrive at their conclusions [54].

Despite students’ optimism toward ChatGPT [55], educators must underscore that it is not a panacea and guide students to adopt an objective and cautious stance [30]. Educators can focus on nurturing students’ independent thinking, creative problem-solving abilities, and information literacy skills. This includes cultivating habits of reading and lifelong learning, fostering critical thinking and effective communication, and enhancing independent problem-solving skills [21]. The ultimate goal is to empower students to transition from mere questioners to creators and decision makers [56].

This can include introducing a teacher-student-machine interaction paradigm for instruction, giving courses on AI, and experimenting with new assignment forms and evaluation methodologies [57].

ChatGPT has distinct advantages, and it is critical not to restrict students from using it totally, but rather to guide them to use right [60]. Thus, improving the quality of student learning is critical. In terms of educational orientation, teachers ought to lead students toward developing appropriate values about science and technology. Prioritizing education on academic integrity is crucial, with a focus on reiterating the basic principles and ethical boundaries of scientific research, enhancing awareness of academic ethics and integrity, and deepening reverence for science. In addition, organizations and institutions can conduct academic integrity seminars to educate individuals about the ethical use of ChatGPT [57]. Educators should also educate students about the consequences and repercussions of violating research integrity.

The text produced by ChatGPT should be evaluated and reviewed to ensure academic accuracy and integrity [61]. Developing specialized software or using fake text detection technologies created particularly to recognize text generated by ChatGPT can help detect whether a communication contains faked or nonsensical text [62]. To ensure that the answers are correct, they must be approached with reasonable skepticism and verified for accuracy. It is also vital to clearly identify which pieces came from ChatGPT. For example, using plagiarism detection software allows students to ensure that the information generated by ChatGPT does not infringe on other people’s academic work, lowering the danger of plagiarism and ensuring the accuracy and authenticity of cited references [63].

Stakeholders can collaborate to create relevant recommendations for the standardized use of ChatGPT [64]. Simultaneously, implementing a corresponding management system can enhance the management approach by providing training, education, assessment, review, feedback, and improvement activities to ensure the ethical use of ChatGPT [65].

While ChatGPT boasts significant power, its susceptibility to hallucination poses a challenge to its credibility. However, effective mitigation of this issue and refinement of its specialization could unlock limitless potential in the medical domain [66]. Using regular input of data into the model or using transfer learning can effectively augment a vast, diverse, accurate, and high-quality training dataset, thereby enhancing the performance of ChatGPT [67].

Through fine-tuning or reinforcement learning, the process of continuously incorporating user feedback, collecting and analyzing suggestions, and reintegrating ChatGPT resources is achieved to sustainably improve ChatGPT performance [62]. Collecting feedback on ChatGPT responses allows for iterative adjustments and enhancements to the model’s accuracy [68]. Timely updates of data, especially for time-sensitive matters, facilitate a more accurate understanding of queries and the generation of relevant answers. For instance, regular updates on clinical data, research findings, expert consensus, and medical guidelines can effectively inform clinical practice.

ChatGPT's transparency can be improved by creating visual interfaces, generating human-machine interaction code, and using explainable AI techniques [8]. Increased openness builds confidence between humans and robots. Not only does it help medical workers understand the model’s decision-making process, but it also allows for improved evaluation and interpretation of generated outcomes, lowering the risk of medical errors [69]. Incorporating transparency measures is thus critical for increasing ChatGPT’s use in medical settings.

To address algorithmic bias, on the one hand, incorporating diverse and balanced samples for large-scale training can enhance ChatGPT’s fairness awareness [70]. On the other hand, using explainable AI can help identify biased patterns in ChatGPT while implementing fair models [8]. Furthermore, continuous review and quality improvement can minimize gender and racial discrimination in the health care sector to the greatest extent possible [44].

Clear responsibility allocation is paramount when collaborating with ChatGPT for clinical disease diagnosis and health education. In other words, ensuring maximum safety in the clinical use of ChatGPT requires explicit delineation of responsibilities. Health care professionals using ChatGPT for decision support should actively engage in its decision-making process and critically assess its recommendations. Collaboration between health care professionals and ChatGPT can enhance decision-making accuracy [71]. Patients’ right to information should be upheld. Organizations and institutions must ensure ChatGPT’s responsible participation in treatment and adherence to ethical standards [72].

Measures such as analogously asking ChatGPT questions to conceal original motives, implementing manual review mechanisms for uploaded information, data encryption, and anonymization can mitigate privacy risks [73]. Compliance with privacy laws and regulations is essential to secure patient privacy and medical information, ensuring data handling and storage integrity [43]. Establishing clear guidelines, ethical frameworks, and institutional norms for data collection, storage, and use is crucial [66].

While ChatGPT has the potential to enhance access to primary health care in underdeveloped regions and streamline repetitive tasks for medical staff, it cannot be considered a substitute for health care professionals in any capacity [13]. ChatGPT is devoid of the attributes that are typically associated with independent consciousness, ethical standards, emotional empathy, and the capacity to anticipate unforeseen circumstances. The interpersonal communication between health care professionals and patients, as well as the emotional support and humanistic care that are provided in person, cannot be replicated by ChatGPT [74]. Furthermore, medical professionals provide invaluable empirical assistance and support to patients based on their clinical experience, which enhances the quality of clinical services. This is a capability that ChatGPT does not possess [74]. Consequently, ChatGPT should be regarded as a valuable adjunct to the work of medical personnel in clinical settings, rather than as a replacement for human health care providers.

Education fosters individual growth, community advancement, and the continuation of human civilization. While ChatGPT has effectively helped to progress education by equalizing and enriching instructional resources, it is still only a tool for teachers, and not a replacement [75]. Teachers have distinct powers that ChatGPT lacks. They practice student-centered teaching and help kids develop moral qualities and abilities like ideals, beliefs, values, critical thinking, emotional intelligence, and creativity. Furthermore, people are naturally social animals that require interpersonal interactions to thrive and find spiritual fulfillment.

In conclusion, despite the benefits of ChatGPT, technology cannot replace humans in health care and education. Our individual features and capacities allow us to maintain social value in an era of rapid developments in AI.