{"id":1370,"date":"2026-01-03T10:45:36","date_gmt":"2026-01-03T02:45:36","guid":{"rendered":"https:\/\/blog.diffmind.ai\/?p=1370"},"modified":"2025-12-29T10:50:13","modified_gmt":"2025-12-29T02:50:13","slug":"6-%e4%b8%aa-ai-%e5%90%8c%e6%97%b6%e6%b6%a6%e8%89%b2%e8%ae%ba%e6%96%87%ef%bc%9a%e4%bb%8e%e4%b8%ad%e5%bc%8f%e8%8b%b1%e8%af%ad%e5%88%b0%e5%9c%b0%e9%81%93%e8%a1%a8%e8%be%be%ef%bc%88%e7%95%99%e5%ad%a6","status":"publish","type":"post","link":"https:\/\/blog.diffmind.ai\/en\/archives\/1370","title":{"rendered":"Six AIs simultaneously polish academic papers: from Chinglish to idiomatic expressions (a fallback process for international students)"},"content":{"rendered":"<h2 class=\"wp-block-heading\">Why is writing a thesis so tiring for one person?<\/h2>\n\n\n\n<p>Even when completing assignments independently, you are actually playing multiple roles simultaneously, leading to brain overload:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>researcher:<\/strong>\u00a0Responsible for finding information and determining viewpoints.<\/li>\n\n\n\n<li><strong>Writer:<\/strong>\u00a0Responsible for turning ideas into words.<\/li>\n\n\n\n<li><strong>edit:<\/strong>\u00a0Responsible for correcting grammar and enhancing the sophistication of vocabulary.<\/li>\n\n\n\n<li><strong>Proofreading:<\/strong>\u00a0This task involves checking citation formatting and logical coherence. When you try to edit as you write, the efficiency is extremely low. Moreover, different AI tools have vastly different styles: some make overly elaborate changes, completely altering the original flavor; others only correct punctuation, failing to address the problem of **Chinglish**.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">My &quot;Personal Safety Net Process&quot;: A 5-Step Method for Safe and Compliant AI Polishing<\/h2>\n\n\n\n<p>To ensure academic integrity, we must make it clear that:<strong>AI can only be used for language polishing, not for generating opinions.<\/strong>&nbsp;Here is my safety operating procedure:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 1: Identify the original meaning and argument<\/h3>\n\n\n\n<p>Before polishing, save your original draft and clarify what the core argument of this paragraph is.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 2: Have 6 AIs work in parallel to refine the text in layers.<\/h3>\n\n\n\n<p>Don&#039;t just give a single instruction like &quot;polish me.&quot; In DiffMind, you can have six AIs each perform six different polishing tasks:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Conservative Grammar Fix:<\/strong>\u00a0Correct only the mistakes, not the words.<\/li>\n\n\n\n<li><strong>Academic Tone:<\/strong>\u00a0Change &quot;I think&quot; to &quot;It is argued that...&quot;.<\/li>\n\n\n\n<li><strong>Concise version (Conciseness):<\/strong>\u00a0Cut out redundant and unnecessary words to make sentences more concise.<\/li>\n\n\n\n<li><strong>Native Flow rewriting:<\/strong>\u00a0The focus is on resolving Chinese-style pairings to make the expression more authentic.<\/li>\n\n\n\n<li><strong>Logical Flow:<\/strong>\u00a0Optimize conjunctions (Therefore, However) to enhance coherence.<\/li>\n\n\n\n<li><strong>Terminology consistency:<\/strong>\u00a0Ensure that the keywords are consistent throughout the entire text and do not change words randomly.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Step 3: Create a comparison table and select the &quot;most stable version&quot;.\u201c<\/h3>\n\n\n\n<p>A quick glance will reveal that Claude&#039;s revisions may be the most elegant, but GPT-4&#039;s are the most rigorous. Choose the version that best preserves your original meaning and reads most smoothly.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 4: Human Review<\/h3>\n\n\n\n<p>This is the most crucial step. It must be checked personally.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Facts:<\/strong>\u00a0Has the data been tampered with by AI?<\/li>\n\n\n\n<li><strong>Citations:<\/strong>\u00a0Are the references still there?<\/li>\n\n\n\n<li><strong>Original Meaning:<\/strong>\u00a0Do you still hold your core argument?<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Step 5: Finalizing the draft<\/h3>\n\n\n\n<p>Combine the selected paragraphs to complete the final polishing.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"http:\/\/diffmind.net\">DiffMind<\/a> Practical application: How to use tools to ensure &quot;academic quality&quot;?<\/h2>\n\n\n\n<p>use&nbsp;<strong>DiffMind<\/strong>&nbsp;Such&nbsp;<strong>Multi-model editing tool (multi-model AI for editing)<\/strong>It can give you a God&#039;s-eye view.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. Parallel editing: Comparing three options is always a good idea.<\/h3>\n\n\n\n<p>Enter a string of broken English, and DiffMind will display six suggested changes simultaneously.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Scene:<\/strong>\u00a0You wrote the sentence, &quot;People use phone very much.&quot;\u201c<\/li>\n\n\n\n<li><strong>Model A:<\/strong>\u00a0\u201c&quot;Mobile phone usage is prevalent.&quot; (Academic)<\/li>\n\n\n\n<li><strong>Model B:<\/strong>\u00a0\u201cThere is a heavy reliance on smartphones.\u201d (authentic)<\/li>\n\n\n\n<li><strong>Model C:<\/strong>\u00a0\u201c&quot;People use phones a lot.&quot; (Too colloquial, eliminated) By comparing, you&#039;ll immediately know which one to choose.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. Enhanced Questioning: Not only knowing what happened, but also understanding why it happened.<\/h3>\n\n\n\n<p>Using &quot;question enhancement,&quot; the AI is required to output during the polishing process.<strong>Reason for modification (Change Log)<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em>Original sentence:<\/em>\u00a0\u201c&quot;Make the result better&quot;\u201d<\/li>\n\n\n\n<li><em>Revise:<\/em>\u00a0\u201c&quot;Optimize the outcome&quot;\u201d<\/li>\n\n\n\n<li><em>reason:<\/em>\u00a0\u201c&quot;Optimize&quot; is more academic than &quot;make better&quot;; &quot;Outcome&quot; is more precise than &quot;result&quot; in this context. This not only helps you revise your paper but also helps you build your knowledge base.<strong>Personal Expression Lexicon<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. Avoid excessive rewriting<\/h3>\n\n\n\n<p>By comparing multiple models, if a model is found to have added content that you didn&#039;t include, it is immediately discarded. This &quot;multi-model verification&quot; mechanism is the best defense against AI hallucination.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<h6 class=\"wp-block-heading\">The hardest part of writing a paper isn&#039;t language, but rather the thought process. However, there&#039;s no need to obsess over language. This &quot;layered polishing + multi-model comparison&quot; process allows you to use the saved time for deeper thinking and research. Let DiffMind be your language whetstone, helping you polish your rough drafts into shining academic gems.<\/h6>","protected":false},"excerpt":{"rendered":"<p>A perfect viewpoint, but poor expression? This is a nightmare for countless international students. This article will reveal a compliant and efficient essay proofreading process for international students. Through DiffMind&#039;s AI-powered academic writing comparison, six AIs act as your personal editing team, helping you correct Chinglish to natural English, rapidly improving academic tone while maintaining the original meaning, and delivering a perfect paper before the deadline.<\/p>","protected":false},"author":1,"featured_media":1371,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[35,36,52,33,49],"class_list":{"0":"post-1370","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-news","8":"tag-ai-","9":"tag-diffmind","11":"tag--ai-","12":"tag-49"},"_links":{"self":[{"href":"https:\/\/blog.diffmind.ai\/en\/wp-json\/wp\/v2\/posts\/1370","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.diffmind.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.diffmind.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.diffmind.ai\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.diffmind.ai\/en\/wp-json\/wp\/v2\/comments?post=1370"}],"version-history":[{"count":1,"href":"https:\/\/blog.diffmind.ai\/en\/wp-json\/wp\/v2\/posts\/1370\/revisions"}],"predecessor-version":[{"id":1372,"href":"https:\/\/blog.diffmind.ai\/en\/wp-json\/wp\/v2\/posts\/1370\/revisions\/1372"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.diffmind.ai\/en\/wp-json\/wp\/v2\/media\/1371"}],"wp:attachment":[{"href":"https:\/\/blog.diffmind.ai\/en\/wp-json\/wp\/v2\/media?parent=1370"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.diffmind.ai\/en\/wp-json\/wp\/v2\/categories?post=1370"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.diffmind.ai\/en\/wp-json\/wp\/v2\/tags?post=1370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}