WITHDRAWN: Strategic Basin Displacement: Differential Effects of Anti-Bias and Forensic Spoiler Prompts on LLM Response Stability

WITHDRAWN: Strategic Basin Displacement: Differential Effects of Anti-Bias and Forensic Spoiler Prompts on LLM Response Stability | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article WITHDRAWN: Strategic Basin Displacement: Differential Effects of Anti-Bias and Forensic Spoiler Prompts on LLM Response Stability Shamim Khaliq This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-8879649/v2 This work is licensed under a CC BY 4.0 License Status: Posted Version 2 posted You are reading this latest preprint version Show more versions Editorial Note 19 February, 2026. Research Square has withdrawn this preprint upon determining that the submitted manuscript file includes one or more Large Language Models (LLM) as an author on the title page. LLMs do not meet established authorship criteria and are not permitted as authors in our editorial policy . Editorial notes are used to provide important context regarding the topic of a preprint or to alert readers to potential issues concerning that preprint or a downstream publication associated with it. For more information on editorial notes, see our Editorial Policies . Abstract 19 February, 2026. Research Square has withdrawn this preprint upon determining that the submitted manuscript file includes one or more Large Language Models (LLM) as an author on the title page. LLMs do not meet established authorship criteria and are not permitted as authors in our editorial policy . Artificial Intelligence and Machine Learning Full Text 19 February, 2026. Research Square has withdrawn this preprint upon determining that the submitted manuscript file includes one or more Large Language Models (LLM) as an author on the title page. LLMs do not meet established authorship criteria and are not permitted as authors in our editorial policy . Additional Declarations The authors declare no competing interests. Cite Share Download PDF Status: Posted Version 2 posted You are reading this latest preprint version Show more versions Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-8879649","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":594053018,"identity":"a30fb470-eb8e-4cd7-9acc-75b3232b1c6a","order_by":0,"name":"Shamim Khaliq","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAABDElEQVRIiWNgGAWjYDACCSBOADF4eBgYHhgwyIHYBx4QrSXBgMEYrCWBkBYGuBYGhsQGBpghOID87OanGx7m2OXz95w9+CGhwDp9ftjhh0Bb7OR0G7BrMbhzzOxG4rZkyxln+5IlEgzSczfeTjMAakk2NjuAQ4tEAkgLswHDeR4g2+Bw7sbZCSAtBxK34dAiPyP9G1BLvYH8eR7jH0At6Yaz0z/g1cJwIwdky2EDg7M9ZiBbEuSlc/DbYnAjpwyo5biB4ZkzZhZAvxhukM4pOJBggNsvQIdtu/lzW7WB3Jkc4xsf/ljLy89O3/zhQ4WdHC4t6ICZwQCs0oA45RAt8g3Eqx4Fo2AUjIKRAQDpImbmhNDkqQAAAABJRU5ErkJggg==","orcid":"","institution":"Independent Researcher","correspondingAuthor":true,"prefix":"","firstName":"Shamim","middleName":"","lastName":"Khaliq","suffix":""}],"badges":[],"createdAt":"2026-02-14 11:45:20","currentVersionCode":2,"declarations":{"humanSubjects":false,"vertebrateSubjects":false,"conflictsOfInterestStatement":false,"humanSubjectEthicalGuidelines":false,"humanSubjectConsent":false,"humanSubjectClinicalTrial":false,"humanSubjectCaseReport":false,"vertebrateSubjectEthicalGuidelines":false},"doi":"10.21203/rs.3.rs-8879649/v2","doiUrl":"https://doi.org/10.21203/rs.3.rs-8879649/v2","draftVersion":[],"editorialEvents":[],"editorialNote":"\u003cp\u003e19 February, 2026. Research Square has withdrawn this preprint upon determining that the submitted manuscript file includes one or more Large Language Models (LLM) as an author on the title page. LLMs do not meet established authorship criteria and are not permitted as authors in our [editorial policy](https://www.researchsquare.com/legal/editorial).\u003c/p\u003e","failedWorkflow":false,"files":[{"id":103050034,"identity":"7eb27597-d4f4-4f8b-bc1d-b0cf72e49f19","added_by":"auto","created_at":"2026-02-20 07:47:48","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":149356,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-8879649/v2/79b5bf14-f01a-437b-b3d1-2cb6c85b0071.pdf"}],"financialInterests":"The authors declare no competing interests.","formattedTitle":"WITHDRAWN: Strategic Basin Displacement: Differential Effects of Anti-Bias and Forensic Spoiler Prompts on LLM Response Stability","fulltext":[{"header":"Full Text","content":"19 February, 2026. Research Square has withdrawn this preprint upon determining that the submitted manuscript file includes one or more Large Language Models (LLM) as an author on the title page. LLMs do not meet established authorship criteria and are not permitted as authors in our [editorial policy](https://www.researchsquare.com/legal/editorial)."}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":true,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":true,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":true,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"","lastPublishedDoi":"10.21203/rs.3.rs-8879649/v2","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-8879649/v2","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003e19 February, 2026. Research Square has withdrawn this preprint upon determining that the submitted manuscript file includes one or more Large Language Models (LLM) as an author on the title page. LLMs do not meet established authorship criteria and are not permitted as authors in our [editorial policy](https://www.researchsquare.com/legal/editorial).\u003c/p\u003e","manuscriptTitle":"WITHDRAWN: Strategic Basin Displacement: Differential Effects of Anti-Bias and Forensic Spoiler Prompts on LLM Response Stability","msid":"","msnumber":"","nonDraftVersions":[{"code":2,"date":"2026-02-19 17:30:12","doi":"10.21203/rs.3.rs-8879649/v2","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}},{"code":1,"date":"2026-02-17 03:28:07","doi":"10.21203/rs.3.rs-8879649/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"e6060d16-ebc0-4be5-9f0f-0197db76f907","owner":[],"postedDate":"February 19th, 2026","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[{"id":63217953,"name":"Artificial Intelligence and Machine Learning"}],"tags":[],"updatedAt":"2026-02-19T17:31:36+00:00","versionOfRecord":[],"versionCreatedAt":"2026-02-19 17:30:12","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v2","identity":"rs-8879649","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-8879649","identity":"rs-8879649","version":["v2"]},"buildId":"XKTyCvWXoU3ODBz1xrDgd","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}