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- Page navigation anchor for Why LLMs Should Not Generate Ideas for Academic Manuscripts: The Irreplaceable Role of Lived Experience and IntersectionalityWhy LLMs Should Not Generate Ideas for Academic Manuscripts: The Irreplaceable Role of Lived Experience and Intersectionality
The response generated by the language model, ChatGPT, acknowledges certain limitations regarding the generation of academic manuscripts, but it fails to address a critical issue: the lack of lived experience and the inability to incorporate intersectional perspectives into the research process.
LLMs, by design, process and produce text based on patterns and probabilities derived from vast datasets, but they do not have embodied, lived experiences. This is particularly problematic in fields that require deep engagement with the complexities of human identity, lived realities, and social contexts—areas where understanding the intersections of race, gender, class, sexuality, and other social categories is essential. In such fields, knowledge is not just theoretical; it is informed by the personal, social, and historical contexts that shape individuals' experiences and interactions with systems of power.
In academic research, particularly in areas such as social sciences, health disparities, and justice studies, scholars must grapple with how different axes of identity intersect and affect lived experiences. These intersections are not static or easily reducible to data points; they shape how individuals experience privilege, oppression, and marginalization in ways that are nuanced and context-specific. An LLM, however, cannot replicate or understand these intersections because it lacks any capacity for subjective experience or awareness of the sociopolitic...
Show MoreCompeting Interests: None declared. - Page navigation anchor for The Risks of Artificial Intelligence in Academic Medical WritingThe Risks of Artificial Intelligence in Academic Medical Writing
To the Editor,
We have carefully read the original editorial in the March 2023 issue of the Annals of Family Medicine, authored by ChatGPT itself [1], likely version 3.5 given the publication date.
In our view, there are more reasons than those humbly acknowledged by ChatGPT regarding its own limitations. Firstly, it fails to adhere to the journal authorship policies (updated in January of the same year), as indicated in the disclaimer of the editorial, which aligns with the recommendations of the International Committee of Medical Journal Editors (ICMJE).
As highlighted in other letters to the editor, such as the one written by Md. Christina Marie Roberts, the way in which the prompt question is phrased influences the response content. Therefore, the negative tone of the question in the editorial prompt leads ChatGPT to only present arguments against its capability to write an academic article.
Of course, utilizing this tool for authoring a paper is extremely risky, as it suffers from hallucinations [2-3]. While this is a characteristic of its design, allowing for responses that are somewhat creative, it is dangerous because it cannot discern the limits of its knowledge and what it just "imagines".
Moreover, a significant portion of the scientific references it cites are entirely fictional [4].However, perhaps an even bigger issue is the lack of coherence in its responses. If asked the same question by repeating the prom...
Show MoreCompeting Interests: None declared. - Page navigation anchor for Is chatGPT hype again?Is chatGPT hype again?
To the Editor,
Show More
what is chatGPT? The chatbot, ChatGPT, creates realistic and intelligent-sounding text in response to user prompts. It is a ‘large language model’, a system based on neural networks that learn to perform a task by digesting huge amounts of existing human-generated text. Software company OpenAI, based in San Francisco, California, released the tool on 30 November 2022, and it is free to use.1
Between overwork, underpayment and the pressure to publish, academics have plenty to worry about. Now there’s a fresh concern: ChatGPT, an artificial intelligence (AI) powered chatbot that creates surprisingly intelligent-sounding text in response to user prompts, including homework assignments and exam-style questions.2 AI bot ChatGPT writes smart essays - should professors worry? ChatGPT listed as author on research papers: many scientists disapprove.3
In Huh S’s Study, aimed to compare the knowledge and interpretation ability of ChatGPT, a language model of artificial general intelligence, with those of medical students in Korea by administering a parasitology examination to both ChatGPT and medical students. The examination consisted of 79 items and was administered to ChatGPT on January 1, 2023. The examination results were analyzed in terms of ChatGPT's overall performance score, its correct answer rate by the items’ knowledge level, and the acceptability of its explanations of the items. ChatGPT's performance was lower than that of the...Competing Interests: None declared. - Page navigation anchor for RE: Creating the language to speak with ChatGPT for scienceRE: Creating the language to speak with ChatGPT for science
ChatGPT may not be able to communicate authoritatively regarding scientific interpretation because it does not have a vocabulary specific to scientific knowledge. Natural language processing is not equivalent to scientific expression.
We will need to carefully separate the scientific knowledge (conventionally represented in Methods and Results sections) from the natural language "persuasive" arguments about the scientific knowledge (conventionally represented in Introduction and Discussion sections).
To invite ChatGPT (or other entities of its species) to participate in scientific communication, we need to establish a shared language with a machine-interpretable representation of scientific knowledge.
Other issues, like inventing citations and evidence that do not exist[1], will need to be addressed as well, but a computable expression of science is a step that could enable AI participation in scientific discourse.
A machine-interpretable representation of scientific knowledge is being made possible by the extension of Fast Healthcare Interoperability Resources (FHIR, the standard for health data exchange) to evidence-based medicine (EBM) knowledge assets with the EBMonFHIR project.[2,3] Participation is open to all through the Health Evidence Knowledge Accelerator (HEvKA, formerly COVID-19 Knowledge Acclerator [COKA])[4,5] with details at https://fevir.net/HEvKA
1. Kim SG. Using ChatGPT f...
Show MoreCompeting Interests: Dr. Alper owns Computable Publishing LLC. Ms. Dehnbostel and Mr. Shahin are employed by Computable Publishing LLC. - Page navigation anchor for Not just no, but may need supportNot just no, but may need support
Although this editorial said the right thing, we must be aware of why some authors use it. Some authors may not have access to resources, such as co-authors, native checks or librarians. In such cases, they may use ChatGPT. In such cases, it could be used unstoppably. We should provide assistance to such people, as BJGP Open [1] does, at the same time.
References
BJGP Open. Support for authors from lower/middle-income countries (LMICS). Accessed April 4, 2023.
https://bjgpopen.org/page/outreach#LMIC%20supportCompeting Interests: None declared. - Page navigation anchor for RE:RE:
It would be very intriguing to see what kind of discussion develops among ChatGPTs regarding the authoring of scientific manuscripts. I asked ChatGPT if they had any objection to the editorial.
Prompt
Read the following editorial, which argues that ChatGPT should not be used to write academic scientific manuscripts for publication, and write a short comment taking a contrary position on its content.
(Editrial manuscript)Response
While the editorial raises some valid concerns regarding ChatGPT's use in writing academic scientific manuscripts for publication, it is important to consider the potential benefits of leveraging ChatGPT as a complementary tool to support human researchers.First, it should be acknowledged that ChatGPT can be used as a means to save time in the initial drafting process. With its ability to generate coherent and grammatically correct text, ChatGPT can help researchers draft the background, introduction, or literature review sections, allowing them to focus more on the core aspects of their research.
Second, while ChatGPT may not possess the domain-specific knowledge and expertise required for nuanced analysis, its vast training data allows it to provide researchers with a broader perspective on their topic. This can potentially spark new ideas, generate hypotheses, and even identify gaps in the existing literature that human researchers might not have considered.
It is true that ChatGPT cann...
Show MoreCompeting Interests: None declared. - Page navigation anchor for RE:RE:
Interesting. This is what happens if we ask ChatGPT to write a short editorial about why it SHOULD be used to write academic scientific manuscripts for publication…Maybe there is some middle ground?
“As a large language model trained by OpenAI, ChatGPT possesses a vast amount of knowledge and language abilities, making it an ideal tool for scientific academic publications. Here are some reasons why ChatGPT should be used to author scientific academic publications:
Firstly, chaTGPT can generate text that is free of grammatical errors and typos, which is crucial for academic writing. It can also help ensure that the text is coherent and well-structured, making it easier for readers to follow the author's argument.
Secondly, chaTGPT has access to a vast amount of information and can quickly analyze and summarize complex data sets, which is essential for scientific research. This ability can be particularly helpful for summarizing findings, presenting statistical data, or explaining complex theories.
Thirdly, chaTGPT can help researchers save time by automating many of the repetitive tasks involved in writing academic publications. This can include tasks such as formatting citations, proofreading drafts, and summarizing research findings.
Fourthly, chaTGPT can assist researchers in overcoming language barriers by translating text from one language to another. This feature can be especially helpful for researchers who may not have fluency...
Show MoreCompeting Interests: None declared. - Page navigation anchor for ChatGPT is a useful tool, NOT an author for a scientific paperChatGPT is a useful tool, NOT an author for a scientific paper
Currently, ChatGPT could be used in the research area as a tool that can help write the early draft(s) only as it lacks many aspects of human expertise and collaboration that high quality research work needs.
Competing Interests: None declared. - Page navigation anchor for RE: Why ChatGPT Should Not Be Used to Write Academic Scientific Manuscripts for PublicationRE: Why ChatGPT Should Not Be Used to Write Academic Scientific Manuscripts for Publication
Dr. Caroline Richardson,
I read the article "Why ChatGPT Should Not Be Used to Write Academic Scientific Manuscripts for Publication" in the in your March/April issue of Annals of Family Medicine, which was written by ChatGPT-4 in response to your prompt, with great interest. I would to offer a different perspective on this issue in the following editorial written in response to a prompt from Dr. Christina Marie Roberts:Prompt:
Write a short editorial about why ChatGPT should be used to write academic scientific manuscripts for publicationResponse:
As a language model trained on a vast corpus of texts, ChatGPT has the potential to revolutionize the way we approach academic scientific manuscript writing. With its advanced language generation capabilities, ChatGPT can help researchers overcome many of the common challenges associated with writing for publication.One of the main benefits of using ChatGPT for scientific writing is its ability to generate grammatically correct and coherent sentences in English. This is particularly important for non-native English speakers who may struggle with language barriers when writing academic papers. ChatGPT can provide natural-sounding language that is easily understood by readers, improving the overall readability and impact of the manuscript.
Additionally, ChatGPT can help researchers save valuable time and energy by assisting with technical aspects of scientific writing, suc...
Show MoreCompeting Interests: I am the author of the original article I am responding to. - Page navigation anchor for RE: chatGPTRE: chatGPT
Okay, this is a pretty good April Fool....for research geeks.
(PS my chat GPT wrote this comment, not me)Competing Interests: None declared. - Page navigation anchor for RE: ChatGPT ...to write academic manuscriptsRE: ChatGPT ...to write academic manuscripts
This article, apparently accepted by ChatGPT itself [themselves?] the day it was submitted is truly appropriate for publication today, April Fool's Day.
And ChatGPT's scathing critique of itself only strengthens it reputation as an impartial arbiter of all things scientific. Lacking in the instructionss for authors is the actual on-line address for submission ChatGPT @________Competing Interests: None declared.