{"id":48393,"date":"2026-08-20T09:21:00","date_gmt":"2026-08-20T03:51:00","guid":{"rendered":"https:\/\/www.editage.com\/insights\/?p=48393"},"modified":"2026-08-18T19:22:32","modified_gmt":"2026-08-18T13:52:32","slug":"balancing-ai-with-human-insights-in-research-publishing","status":"publish","type":"post","link":"https:\/\/www.editage.com\/insights\/balancing-ai-with-human-insights-in-research-publishing","title":{"rendered":"AI Knows the\u00a0Language,\u00a0Experts Know the Science: Balancing\u00a0AI\u00a0with\u00a0Human Insight in Research Publishing\u00a0"},"content":{"rendered":"\n<p>The scientific community has normalized AI use to an extent.&nbsp;A 2025&nbsp;study by Wiley [1]&nbsp;reports that,&nbsp;of the 2,400 survey participants, 85%&nbsp;agree AI has improved their efficiency.&nbsp;Moreover, the usage of AI tools for specific research-related tasks like&nbsp;manuscript preparation, publication planning, journal submission, or even&nbsp;research promotion&nbsp;significantly increased from 45% (2024) to 62% (2025).&nbsp;&nbsp;<\/p>\n\n\n\n<p>Despite this surge in AI adoption, researchers should exercise caution. Knowing the strengths and weaknesses&nbsp;of AI and where&nbsp;<a href=\"https:\/\/www.editage.com\/insights\/where-ai-tools-need-human-expertise\" target=\"_blank\" rel=\"noreferrer noopener\">human expertise<\/a>&nbsp;shines&nbsp;allows&nbsp;you to make informed, conscious decisions about using AI tools.&nbsp;This article takes you through what AI does best&nbsp;when it comes to research writing, to what extent you should rely on AI tools,&nbsp;how you can recognize the weaknesses of AI tools, and which aspects of research&nbsp;writing&nbsp;still require&nbsp;human intervention.&nbsp;&nbsp;<\/p>\n\n\n\n<p><a href=\"#bal-1\">Strengths of AI\u00a0<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#bal-11\">Speed\u00a0<\/a><\/li>\n\n\n\n<li><a href=\"#bal-12\">Grammar\u00a0Fixes\u00a0<\/a><\/li>\n\n\n\n<li><a href=\"#bal-13\">Language\u00a0Enhancement\u00a0&amp; Sentence Drafting<\/a>\u00a0<\/li>\n<\/ul>\n\n\n\n<p><a href=\"#bal-2\">Weaknesses of AI Tools\u00a0<\/a><\/p>\n\n\n\n<p><a href=\"#bal-3\">Strengths of Expert Human Editors\u00a0<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#bal-31\">Scientific Reasoning\u00a0<\/a><\/li>\n\n\n\n<li><a href=\"#bal-32\">Contextual Understanding\u00a0<\/a><\/li>\n\n\n\n<li><a href=\"#bal-33\">Field-specific Terminology\u00a0<\/a><\/li>\n\n\n\n<li><a href=\"#bal-34\">Reviewer Expectations\u00a0<\/a><\/li>\n\n\n\n<li><a href=\"#bal-35\">Publication Strategy\u00a0<\/a><\/li>\n<\/ul>\n\n\n\n<p><a href=\"#bal-4\">Conclusion: Balance\u00a0AI Use with Human Insight\u00a0<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"bal-1\"><strong>Strengths of AI<\/strong>&nbsp;<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"bal-11\"><strong>Speed<\/strong>&nbsp;<\/h3>\n\n\n\n<p>The purpose of tools has always been&nbsp;efficiency.&nbsp;Instant results&nbsp;to save time.&nbsp;The output of&nbsp;any text you wish to edit, refine, rewrite, paraphrase, or&nbsp;even generate (which is not ideally recommended), is shared with you&nbsp;within minutes.&nbsp;&nbsp;<\/p>\n\n\n\n<p>For example,&nbsp;let\u2019s&nbsp;say you have written your&nbsp;abstract&nbsp;but it exceeds the word count limit&nbsp;suggested by the target journal. Writing tools like&nbsp;<a href=\"https:\/\/www.editage.com\/paperpal?utm_source=editageinsights&amp;utm_medium=article&amp;utm_campaign=202608\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Paperpal<\/strong><\/a><strong>&nbsp;<\/strong>can help you tighten sentences&nbsp;and reduce word count per your requirements without altering your intended meaning&nbsp;and&nbsp;provide you with the output instantly. The same task&nbsp;with&nbsp;<a href=\"https:\/\/www.editage.com\/services\/english-editing?utm_source=editageinsights&amp;utm_medium=article&amp;utm_campaign=202608\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>expert editing services<\/strong><\/a>&nbsp;would take at least&nbsp;4 to&nbsp;8 hours even&nbsp;when&nbsp;faster turnaround time is requested.&nbsp;&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"bal-12\"><strong>Grammar&nbsp;Fixes<\/strong>&nbsp;<\/h3>\n\n\n\n<p>Large language models (LLMs)&nbsp;are&nbsp;typically&nbsp;trained&nbsp;to&nbsp;identify&nbsp;and fix&nbsp;grammar&nbsp;errors.&nbsp;Non-native&nbsp;authors&nbsp;especially struggle with&nbsp;English grammar,&nbsp;as the correct choice of&nbsp;articles, adverbs, conjunctions, and other parts of speech of the English language&nbsp;may not be as straightforward&nbsp;to&nbsp;them&nbsp;as it is&nbsp;to&nbsp;native English authors.&nbsp;<\/p>\n\n\n\n<p>AI writing tools, or even other&nbsp;in-built features in MS Word, helps you find these mistakes and recommends&nbsp;the correct alternatives.&nbsp;Take these hypothetical examples:&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Author-written sentence<\/strong>&nbsp;<\/td><td><strong>AI-corrected sentence&nbsp;<\/strong>&nbsp;<\/td><td><strong>What was fixed<\/strong>&nbsp;<\/td><\/tr><tr><td><em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">The results\u00a0shows\u00a0that the two groups\u00a0displays\u00a0better performance than\u2026<\/mark>\u202f<\/em>\u00a0<\/td><td><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\"><em>The results show that the two groups display better performance than\u2026\u202f<\/em>\u00a0<\/mark><\/td><td rowspan=\"2\">The plural subject&nbsp;<strong>\u201cresults\u201d<\/strong>&nbsp;requires the plural verb&nbsp;<strong>\u201cshow,\u201d<\/strong>&nbsp;<strong>\u201cgroups\u201d<\/strong>&nbsp;requires&nbsp;<strong>\u201cdisplay,\u201d&nbsp;<\/strong>and the singular subject&nbsp;<strong>\u201cstudy\u201d&nbsp;<\/strong>should be followed by the singular verb<strong>&nbsp;\u201caims\u201d<\/strong>&nbsp;<\/td><\/tr><tr><td><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\"><em>The study\u00a0aim\u00a0to investigate\u2026<\/em>\u00a0<\/mark><\/td><td><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\"><em>The study aims to investigate\u2026\u00a0<\/em>\u00a0<\/mark><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>&nbsp;<br>But&nbsp;there\u2019s&nbsp;more to the above&nbsp;examples! Keep reading to find out why the corrected sentences are still not correct.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"bal-13\"><strong>Language&nbsp;Enhancement&nbsp;&amp; Sentence Drafting<\/strong>&nbsp;<\/h3>\n\n\n\n<p>Writing&nbsp;academic papers is not only about&nbsp;reporting findings. The language must be&nbsp;accurate&nbsp;too.&nbsp;Several researchers, especially non-native speakers, struggle to express their opinions in a formal, academic writing style.&nbsp;<em>\u201cWhat if&nbsp;the words used make me sound like an ESL author?&nbsp;How can I improve my language to sound more like a native English speaker?\u201d<\/em><strong>&nbsp;<\/strong>This is a common concern&nbsp;that\u2019s&nbsp;addressed by AI tools.&nbsp;<\/p>\n\n\n\n<p>LLMs&nbsp;that are well trained on&nbsp;differentiating the various writing styles can help refine, polish, enhance, and&nbsp;rewrite your opinions&nbsp;in a way that meets&nbsp;academic standards. For example,&nbsp;features like paraphrasing and rewriting&nbsp;in&nbsp;<a href=\"https:\/\/www.editage.com\/paperpal?utm_source=editageinsights&amp;utm_medium=article&amp;utm_campaign=202608\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Paperpal<\/strong><\/a>, a tool&nbsp;that\u2019s&nbsp;designed specifically to&nbsp;assist&nbsp;academic writing,&nbsp;can&nbsp;enhance&nbsp;the writing in your research papers&nbsp;without&nbsp;altering your original intended meaning.&nbsp;<\/p>\n\n\n\n<p>But these strengths\u00a0DO NOT\u00a0imply that\u00a0<a href=\"https:\/\/www.editage.com\/insights\/is-ai-alone-enough-for-academic-publishing\" target=\"_blank\" rel=\"noreferrer noopener\">AI alone is enough for academic writing<\/a>!\u00a0In fact,\u00a0general\u00a0use\u00a0AI tools could be more troublesome than you think.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"bal-2\"><strong>Weaknesses of AI Tools<\/strong>&nbsp;<\/h2>\n\n\n\n<p>A few common drawbacks of AI tools are&nbsp;&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>lack of contextual\u00a0understanding,\u00a0<\/li>\n\n\n\n<li>surface-level corrections without in-depth explanations,\u00a0<\/li>\n\n\n\n<li>hallucinations and fabrication of citations,\u00a0<\/li>\n\n\n\n<li>the absence of scientific reasoning,\u00a0<\/li>\n\n\n\n<li>failure to\u00a0recognize reviewer expectations\u00a0when\u00a0<a href=\"https:\/\/www.editage.com\/insights\/how-ai-handles-peer-review-responses\" target=\"_blank\" rel=\"noreferrer noopener\">handling responses to peer reviewers<\/a>,\u00a0\u00a0<\/li>\n\n\n\n<li>mechanical writing patterns\u00a0that\u00a0impact\u00a0author\u2019s voice,\u00a0<\/li>\n<\/ul>\n\n\n\n<p>and&nbsp;the list could go on. But&nbsp;it\u2019s&nbsp;no longer&nbsp;just about these&nbsp;obvious drawbacks.&nbsp;Although&nbsp;many&nbsp;<a href=\"https:\/\/www.editage.com\/blog\/is-ai-allowed-in-journal-submissions-journal-and-publisher-ai-policies-and-how-much-ai-is-acceptable-in-a-research-paper\/\" target=\"_blank\" rel=\"noreferrer noopener\">top journals outline clear guidelines for AI use<\/a>,&nbsp;a key concern for authors is:&nbsp;<em>\u201cWhat if&nbsp;my writing&nbsp;is&nbsp;flagged as AI?\u201d<\/em>&nbsp;<\/p>\n\n\n\n<p>And with&nbsp;tools like Claude watermarking AI-generated content [2] to&nbsp;comply with&nbsp;the EU AI Act,&nbsp;more&nbsp;AI tools are likely to follow suit. What could these mean&nbsp;for&nbsp;authors?&nbsp;&nbsp;<\/p>\n\n\n\n<p>Let\u2019s&nbsp;say you&nbsp;write&nbsp;your&nbsp;research paper without using AI. But only wish to run it&nbsp;by&nbsp;an AI tool to tighten the text or check for grammatical errors.&nbsp;Or take the case of requiring a table. You input the data to the tool and prompt it to convert the provided details into a well-formatted table.&nbsp;The output shared by the tool will be tagged as AI-generated with an invisible watermark even though the ideas were originally yours!&nbsp;And if the journal checks&nbsp;your submission for AI detection using their in-house developed tool&nbsp;or an external detector, your content&nbsp;is&nbsp;highly likely to be&nbsp;flagged as AI generated because of the attached watermark.&nbsp;<\/p>\n\n\n\n<p>If&nbsp;more stringent rules&nbsp;are set forth by the EU AI Act&nbsp;[3], tools would continue to&nbsp;amend&nbsp;how they&nbsp;operate&nbsp;to ensure compliance.&nbsp;Of course, journals&nbsp;and publishers too&nbsp;would consider evolving their guidelines&nbsp;regarding&nbsp;AI use. But the&nbsp;key takeaway&nbsp;remains&nbsp;that human oversight and intervention are&nbsp;crucial.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"bal-3\"><strong>Strengths of Expert Human Editors<\/strong>&nbsp;<\/h2>\n\n\n\n<p>You, as an author, should oversee&nbsp;the extent to which AI tools contribute to your research paper writing.&nbsp;That\u2019s&nbsp;the oversight aspect.&nbsp;However,&nbsp;<a href=\"https:\/\/www.editage.com\/services\/english-editing?utm_source=editageinsights&amp;utm_medium=article&amp;utm_campaign=202608\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>expert editors<\/strong><\/a>&nbsp;have unique strengths&nbsp;that drive the preparation of research papers.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"bal-31\"><strong>Scientific Reasoning<\/strong>&nbsp;<\/h3>\n\n\n\n<p>One of the key weaknesses of AI tools is&nbsp;its lack of ability to apply scientific reasoning when making corrections.&nbsp;Language editors,&nbsp;who are also subject matter experts,&nbsp;provide&nbsp;reliable guidance&nbsp;to authors,&nbsp;either through comments or direct corrections,&nbsp;with convincing rationale.&nbsp;<\/p>\n\n\n\n<p>For example,\u00a0one of our\u00a0editors at Editage\u00a0noticed that including specific\u00a0additional\u00a0input could\u00a0bridge certain logical gaps in a paper.\u00a0Here\u2019s\u00a0a comment left by the editor to the author:\u00a0<em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">\u201cPlease explain the case history effectively by describing any prior therapeutic or surgical interventions.\u00a0Also, explain the characteristics of the tumor mass. You may even provide details of the surgical procedures and any post-operative complications to complete the section appropriately with\u00a0thorough\u00a0details of the\u00a0analysis.\u201d<\/mark><\/em>\u00a0<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"bal-32\"><strong>Contextual Understanding<\/strong>&nbsp;<\/h3>\n\n\n\n<p>Remember our&nbsp;aforementioned examples&nbsp;where AI&nbsp;tool&nbsp;corrected&nbsp;grammar&nbsp;mistakes&nbsp;but&nbsp;those fixes were still inaccurate?&nbsp;Here\u2019s&nbsp;why.&nbsp;<\/p>\n\n\n\n<p>The sentences were written in the&nbsp;Conclusion&nbsp;section of the paper, which means the information appeared at the end and was referring to&nbsp;<em>\u201ccompleted study\u201d<\/em>&nbsp;rather than&nbsp;<em>\u201cwhat was going to be studied.\u201d<\/em>&nbsp;So, not only&nbsp;did the verbs need&nbsp;fixing&nbsp;but the tenses&nbsp;also had to be&nbsp;revised.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Author-written sentence<\/strong>&nbsp;<\/td><td><strong>AI-corrected sentence&nbsp;<\/strong>&nbsp;<\/td><td><strong>What was fixed<\/strong>&nbsp;<\/td><td><strong>Human-edited sentence&nbsp;<\/strong>&nbsp;<\/td><td><strong>What was fixed<\/strong>&nbsp;<\/td><\/tr><tr><td><em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">The results\u00a0shows\u00a0that the two groups\u00a0displays\u00a0better performance than\u2026<\/mark>\u202f<\/em>\u00a0<\/td><td><em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">The results show that the two groups display better performance than\u2026\u202f<\/mark><\/em>\u00a0<\/td><td rowspan=\"2\">The plural subject&nbsp;<strong>\u201cresults\u201d<\/strong>&nbsp;requires the plural verb&nbsp;<strong>\u201cshow,\u201d<\/strong>&nbsp;<strong>\u201cgroups\u201d<\/strong>&nbsp;requires&nbsp;<strong>\u201cdisplay,\u201d&nbsp;<\/strong>and the singular subject&nbsp;<strong>\u201cstudy\u201d&nbsp;<\/strong>should be followed by the singular verb<strong>&nbsp;\u201caims\u201d<\/strong>&nbsp;<\/td><td><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\"><em>The results showed\u00a0that the two groups\u00a0performed better\u00a0than\u2026\u202f<\/em>\u00a0<\/mark><\/td><td rowspan=\"2\">The editor noticed that these sentences are part of the Conclusion section&nbsp;and hence used past tenses of the verbs.&nbsp;<\/td><\/tr><tr><td><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\"><em>The study\u00a0aim\u00a0to investigate\u2026<\/em>\u00a0<\/mark><\/td><td><em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">The study aims to investigate\u2026\u00a0<\/mark><\/em>\u00a0<\/td><td><em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">This\u00a0study\u00a0investigated\u2026<\/mark><\/em>\u00a0<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>This contextual understanding is only one example of the value human editors add&nbsp;to polished papers.&nbsp;In academic writing,&nbsp;knowledge of the discipline,&nbsp;expertise&nbsp;in&nbsp;subject&nbsp;area, familiarity with&nbsp;field-specific terminology\u2014everything plays into the context of&nbsp;a research.&nbsp;Which&nbsp;is why&nbsp;<a href=\"https:\/\/www.editage.com\/services\/english-editing?utm_source=editageinsights&amp;utm_medium=article&amp;utm_campaign=202608\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>human editing<\/strong><\/a>&nbsp;remains&nbsp;critical.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"bal-33\"><strong>Field-specific Terminology<\/strong>&nbsp;<\/h3>\n\n\n\n<p>AI&nbsp;tools&nbsp;trained on&nbsp;non-scientific and non-academic datasets tend to&nbsp;provide generic suggestions for improving writing. For instance,&nbsp;AI often overlooks non-native usages. If the text is&nbsp;grammatically correct,&nbsp;AI&nbsp;retains&nbsp;conversational language and lexical&nbsp;terminology&nbsp;in academic texts.&nbsp;&nbsp;<\/p>\n\n\n\n<p>But a manuscript&nbsp;carefully edited by expert editors&nbsp;adheres to academic writing conventions and discipline-appropriate usage&nbsp;throughout the document. Take the following text, for example.&nbsp;You\u2019ll&nbsp;see how&nbsp;the editor has used field-specific terminology while&nbsp;eliminating&nbsp;non-native tone&nbsp;and conversational&nbsp;usage&nbsp;yet ensured that the&nbsp;author\u2019s&nbsp;voice&nbsp;is&nbsp;retained&nbsp;when&nbsp;tightening the sentences.&nbsp;<\/p>\n\n\n\n<p><strong>Original text:\u00a0<\/strong><em>And, spectral data can be used to form databases that,\u00a0in the future,\u00a0will allow the development of computational platforms for\u00a0<mark style=\"background-color:#fcb900\" class=\"has-inline-color\">multi diagnosis<\/mark>, starting from a single biological sample. In other words,\u00a0by <mark style=\"background-color:#00d084\" class=\"has-inline-color\">obtaining a spectrum and comparing it with\u00a0spectra stored<\/mark>\u00a0in databases,\u00a0<mark style=\"background-color:#0693e3\" class=\"has-inline-color\">it will be possible to\u00a0identify\u00a0the infections<\/mark>\u00a0in an individual,\u00a0without the need for specific tests for each pathogen.<\/em>\u00a0<\/p>\n\n\n\n<p><strong>Expert-edited text:\u00a0<\/strong><em>Furthermore, spectral data can be\u00a0utilized\u00a0to create databases that may\u00a0facilitate\u00a0the future development of computational platforms for\u00a0<mark style=\"background-color:#fcb900\" class=\"has-inline-color\">multi-diagnostic assessments\u00a0<\/mark>based on a single biological sample.\u00a0This approach<mark style=\"background-color:#0693e3\" class=\"has-inline-color has-black-color\">\u00a0enables the identification of infections<\/mark>\u00a0in individuals by\u00a0<mark style=\"background-color:#00d084\" class=\"has-inline-color\">comparing obtained\u00a0spectra with pre-existing\u00a0spectra\u00a0<\/mark>stored in databases, thus\u00a0eliminating\u00a0the need for specific tests for each pathogen.<\/em>\u00a0<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"bal-34\"><strong>Reviewer Expectations<\/strong>&nbsp;<\/h3>\n\n\n\n<p>Most academic editors are themselves researchers&nbsp;or have&nbsp;frequently&nbsp;interacted with personnel in the publishing industry. They know what reviewers expect to see in a manuscript:&nbsp;&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Appropriate section headings because it makes initial perusal and navigating the paper easy for reviewers\u00a0<\/li>\n\n\n\n<li>Proper citations of works referenced for reviewers to verify the authenticity of\u00a0the author\u2019s claims\u00a0<\/li>\n\n\n\n<li>Accurate\u00a0callouts\u00a0to figures, tables, graphs,\u00a0maps,\u00a0and other display items\u00a0to\u00a0expedite\u00a0peer evaluation\u00a0<\/li>\n\n\n\n<li>Sufficient details of the\u00a0methodology\u00a0to ensure clarity and completeness of how the study was executed\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Editors look for gaps in these aspects when&nbsp;reviewing a manuscript.&nbsp;Perhaps they&nbsp;would&nbsp;even&nbsp;have peer&nbsp;reviewed for&nbsp;certain journals in the past, making them excellent sources of external input for&nbsp;validating&nbsp;and verifying the readiness of your submission.&nbsp;&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"bal-35\"><strong>Publication Strategy<\/strong>&nbsp;<\/h3>\n\n\n\n<p>Some editing services go beyond&nbsp;basic&nbsp;editing. They help plan your entire&nbsp;publication strategy&nbsp;with proper support systems in place.&nbsp;From journal recommendation&nbsp;and artwork formatting to resubmission support, a solid&nbsp;publication strategy can maximize your chances of acceptance.&nbsp;You will get advice on&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>which journals are most likely to accept your manuscript based on an expert analysis of previously published research\u00a0papers\u00a0in those journals,\u00a0<\/li>\n\n\n\n<li>how best to present your cover letter to journal editors to create the correct first impression,\u00a0<\/li>\n\n\n\n<li>finalizing your entire submission package\u00a0such that it is tailored to a specific journal rather than a generic one, and\u00a0<\/li>\n\n\n\n<li>a professional mock peer review before the actual submission so you can\u00a0identify\u00a0and fix errors that\u00a0are likely to be cited as reasons for rejection.\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Such dedicated&nbsp;<a href=\"https:\/\/www.editage.com\/services\/publishing-services-packs?utm_source=editageinsights&amp;utm_medium=article&amp;utm_campaign=202608\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>support systems for publication<\/strong><\/a>&nbsp;can do more than what&nbsp;an AI tool can do by fixing your grammar and language errors!&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"bal-4\"><strong>Conclusion: Balance AI Use with Human Insight<\/strong>&nbsp;<\/h2>\n\n\n\n<p>Most journals&nbsp;don\u2019t&nbsp;penalize authors for using AI tools.&nbsp;But not&nbsp;<a href=\"https:\/\/www.editage.com\/blog\/how-to-write-an-ai-disclosure-statement-examples-and-format-for-journal-articles-and-dissertations\/\" target=\"_blank\" rel=\"noreferrer noopener\">disclosing AI usage<\/a>&nbsp;and unethical use of AI tools&nbsp;are&nbsp;definitely considered malpractice.&nbsp;So,&nbsp;find the right balance between the two: AI use and human insight.&nbsp;Know what tasks can be&nbsp;successfully executed by AI and&nbsp;which aspects of manuscript editing&nbsp;needs&nbsp;human&nbsp;expertise. Making the correct choices ensures&nbsp;research integrity,&nbsp;retains&nbsp;author voice, and&nbsp;assures&nbsp;compliance&nbsp;with ethical AI use.&nbsp;<\/p>\n\n\n\n<p><strong>References<\/strong>&nbsp;<\/p>\n\n\n\n<p>1.&nbsp;AI Adoption Jumps to 84% Among Researchers as Expectations Undergo Significant&nbsp;\u2018Reality Check\u2019&nbsp;<a href=\"https:\/\/newsroom.wiley.com\/press-releases\/press-release-details\/2025\/AI-Adoption-Jumps-to-84-Among-Researchers-as-Expectations-Undergo-Significant-Reality-Check\/default.aspx\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/newsroom.wiley.com\/press-releases\/press-release-details\/2025\/AI-Adoption-Jumps-to-84-Among-Researchers-as-Expectations-Undergo-Significant-Reality-Check\/default.aspx<\/a>&nbsp;<\/p>\n\n\n\n<p>2.&nbsp;How Claude marks AI-generated content&nbsp;https:\/\/support.claude.com\/en\/articles\/16266773-how-claude-marks-ai-generated-content&nbsp;<\/p>\n\n\n\n<p>3. EU artificial intelligence act https:\/\/artificialintelligenceact.eu\/&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The scientific community has normalized AI use to an extent.&nbsp;A 2025&nbsp;study by Wiley [1]&nbsp;reports that,&nbsp;of the 2,400 survey participants, 85%&nbsp;agree AI has improved their efficiency.&nbsp;Moreover, the usage of AI tools for specific research-related tasks like&nbsp;manuscript preparation, publication planning, journal submission, or even&nbsp;research promotion&nbsp;significantly increased from 45% (2024) to 62% (2025).&nbsp;&nbsp; Despite this surge in AI [&hellip;]<\/p>\n","protected":false},"author":70612,"featured_media":39230,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_ayudawp_aiss_exclude":false,"_ayudawp_aiss_summary":"What AI does best\u00a0when it comes to research writing? Speed, near accurate grammar fixes, sentence drafting, and language enhancements are key strengths of AI tools. Non-native\u00a0authors\u00a0especially struggle with\u00a0English grammar,\u00a0as the correct choice of\u00a0articles, adverbs, conjunctions, and other parts of speech of the English language\u00a0may not be as straightforward\u00a0to\u00a0them\u00a0as it is\u00a0to\u00a0native English authors. And AI tools are a boon in such cases. Moreover, AI tools like Paperpal, designed specifically to\u00a0assist\u00a0academic writing,\u00a0can\u00a0enhance\u00a0the writing in your research papers\u00a0without\u00a0altering your original intended meaning.\u00a0\n\nHowever, this does not take away the importance of human intervention. Common weaknesses of AI tools like lack of contextual\u00a0understanding,\u00a0surface-level corrections without in-depth explanations,\u00a0hallucinations and fabrication of citations,\u00a0the absence of scientific reasoning,\u00a0failure to\u00a0recognize reviewer expectations, and mechanical writing patterns\u00a0highlight the need for human insights in research paper writing. Editors add value through scientific reasoning, contextual understanding, field-specific terminology, correct understanding of reviewer expectations, and proper publication strategy.","_ayudawp_aiss_summary_provider":"manual","_ayudawp_aiss_summary_hash":"","footnotes":""},"categories":[6542],"tags":[5979,5847,5967,6579],"new_categories":[],"new_tags":[],"series":[],"class_list":["post-48393","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-human-validation","tag-ai-in-research","tag-ai-tools","tag-english-editing","tag-expert-editing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI in Research Publication: Balancing AI with Human Insight| Editage Insights<\/title>\n<meta name=\"description\" content=\"Learn how AI can support research writing, editing, and publication, along with its advantages and limitations. 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