5 GTP5 high-level instructions, precise paper reduces AI rate

In the current situation where AI writing tools are widely used, many researchers will use tools such as GPT-5 to help themselves complete the initial draft of their papers. Although AI can quickly complete the writing of papers, the articles it writes often lack a sense of logical hierarchy and in-depth exploration of details, and can easily be recognized by plagiarism detection software as "AI generated content". Therefore, in order to make our papers appear more natural and academic, and to avoid the plagiarism detection system thinking that the article was not independently completed because of the use of AI, we need to reduce the AIGC rate of the article. In this process, we can reorganize the language expression and adjust the article. Structural layout, here are 5 AIGC reduction strategies for different parts of the paper The combination of prompt words and GPT-5 can help you gradually modify AI created papers to meet academic writing standards and improve their academic level without obvious AI traces.

1 Introduction

prompt:

-Please revise the following introduction content, requirements: 1 Breaking the common causal conclusion sentence structure in AI, enhancing the sense of information hierarchy and background explanation, rejecting AI's linear logic, and avoiding expressions such as "X develops rapidly, so Y problem is more serious", 2 Introduce non deterministic elements such as "possible", "hypothesis", "not yet proven", and avoid using absolute AI idioms, such as "current research is mostly focused on", and replace it with "although existing research has attempted to explore", leaving some gaps Add multi-dimensional analysis or background information, instead of simply stating the background. "The current research status is" can be changed to "In the past X years, many research teams have explored from different perspectives, but have not solved the problem well". By comparing, turning or introducing background information, create space and depth for thinking. 4. Discuss research shortcomings or difficulties and combine them with current research limitations to avoid AI generated "we will do...". Instead, it should be changed to "existing research mainly focuses on..., but rarely touches on..., so our job is to fill such gaps". 5 Maintain a relatively neutral and academic tone, not simply stating 'the purpose of this research is...', but rather 'the purpose of this research is', in order to enhance diversity.

2 Literature Review

prompt

-Please revise the following literature review content, requirements: 1 Avoid using AI's commonly used "enumeration method" or "summarization method" to enhance the analysis and criticism of research results, as proposed by scholar X Although X scholar proposed However, their research did not involve So we started thinking ... ". More critical analysis of existing literature is needed to identify their shortcomings. 2. Use more non-linear sentences instead of the "because so" or "summary sentence structure" commonly used by AI to make thinking more jumping, and describe different aspects of the article by introducing different perspectives, debates, or missing parts. 3 When describing literature, it should not be limited to simple introductions such as a research proposal or the opinions of experts in a certain field. Instead, it should be further stated that many studies have reached similar views but there is no unified opinion, and there are still gaps in a specific aspect. 4. When summarizing various types of literature, it is necessary to incorporate the method of "topic classification" to prevent duplication. "The work in the X field has been divided into three directions, the first direction is..., the second direction is..., and how is the third direction.

3 Research Methods

prompt:

-Please revise the following research method content, requirements: 1 Emphasize the applicability and innovation of the method, rather than simply listing the steps of the method. This study is based on the XX theory and adopts the Y method, which is particularly suitable for studying the Z problem. This method has been applied in the X field for a long time and can effectively solve the problem ..2. Do not use statements like 'we used a questionnaire survey method', but explain the reasons and advantages of choosing this method. 'Although X method has been widely used in other fields, there is relatively little research on Y problem, so we chose Z method.' ... to compensate for the shortcomings of previous research. ", 3 Add a critical reflection on methodology, such as: 'Although adopting the XX method is a common practice, its limitations also need to be considered, especially in the Z field. This study aims to...' ... to correct it in a way that ensures the research results are both reliable and widely applicable. ”4. Refine technical details and reject AI generated simplified operations. The data collection process adopts multiple sampling and ensures sample diversity. What are the specific steps for each sampling. 5. The tone should be more academic, not simply using or implementing words and phrases to describe, but adding more background introduction and basis to make the overall content look more layered.

4 Results and Analysis

prompt:

-Please revise the following conclusions and analysis, with the following requirements: 1 It cannot be simply a "data indication", but based on the data in Figure 1-2, it can be seen that there is a significant correlation between X and Y, which is manifested in... conducting in-depth analysis of the chart data, highlighting trends, differences, and the reasons for the differences. Conduct a comprehensive analysis of the results, not just focusing on "data presentation". For example, from the data in Figure 2-3, it can be seen that an increase in X will significantly affect Y, which is probably related to... This confirms the theoretical expectations. The application of "theory combined" should avoid relying solely on data, such as "linking the X theory mentioned in the literature review, the results of this study show. Adding more 'hypothesis verification' content, even though the correlation of hypothesis X is high, the changing trend of Y did not fully meet our expectations, perhaps because... adding more content when explaining 'data changes', to prevent simply stating' result display ', we need to explain the underlying factors clearly, such as' abnormal fluctuations in the data can be explained by changes in factor Z'.

5 Conclusion and Suggestions

prompt:

-Please rephrase the following conclusions and recommendations, with the following requirements: 1. Avoid using a summary expression that says "this study has drawn conclusions..." and instead use "through the analysis of X, Y, and Z data in this study, we have obtained the following core conclusions" to increase the level of deduction. 2. Provide specific and actionable suggestions, such as "Based on research results, we believe that X company should strengthen its attention to Y, which can be achieved through methods such as..." instead of "suggesting... strengthening". 3 The limitations section does not use the general term 'research limitations', but instead adopts the approach of' although this study has brought important insights to the X field, its limitation is the limited sample size, so future research may consider increasing the sample size as a verification method ', reflecting critical thinking. 4. In the future research direction section, do not simply write 'X can be studied in the future', but write 'Future research can try interdisciplinary methods to combine X with Y, in order to explore more comprehensively.' ... ".