[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-proctored-quiz-could-verify-researchers-wrote-their-own-papers":10,"sections":40},{"siteName":4,"siteTagline":5,"publisherName":4,"contactEmail":6},"The Revision","Tech news, decoded.","editor@therevision.news",{"gaMeasurementId":8,"adsenseClientId":9},"G-ZW2MV82GYR","ca-pub-8533917693782264",{"article":11},{"id":12,"slug":13,"title":14,"dek":15,"body_md":16,"tags_json":17,"published_at":18,"created_at":19,"updated_at":20,"status":21,"review_note":22,"review_notes":23,"image_url":22,"persona_id":22,"persona_name":22,"section":30,"tags":31,"sources":35,"feedback":39,"feedback_at":22,"cost_usd":39,"total_tokens":39},6912,"proctored-quiz-could-verify-researchers-wrote-their-own-papers","Proctored Quiz Could Verify Researchers Wrote Their Own Papers","A new quiz-based system called greCAPTCHA hit an AUC of 0.90 in a 31-researcher study meant to catch authors who cannot explain their own papers.","A new proctored quiz wants to make researchers prove they understand their own papers, not just that they wrote them.\n\nCalled greCAPTCHA, the system targets a problem now familiar to conferences, journals, funders, and universities: a flood of submissions that may lean heavily on generative AI, filed under the names of human authors who cannot fully explain their own manuscripts. The tool generates questions testing what researchers call \"capacity to verify,\" the knowledge and reasoning needed to critically assess a paper's own claims and methods. A prototype was tested on 31 researchers through a user study and follow-up interviews. The system's automated scores predicted, with an AUC of 0.90, whether a given paper had actually been authored by the person being tested.\n\nThat number matters less than the shift in approach it represents. Most anti-AI-fraud tools try to catch machine-generated text after the fact, an arms race that keeps losing to better generators. greCAPTCHA instead tests the human, asking them to demonstrate understanding under proctored conditions, more like an oral defense than a plagiarism scanner.\n\nParticipants liked the concept, per the study, but flagged changes needed before real deployment. An AUC of 0.90 is respectable, not decisive, good enough to flag suspicious submissions, not to settle every authorship dispute a journal will actually face.","[\"ai\",\"academic-publishing\",\"research-integrity\",\"generative-ai\"]","2026-09-18T04:00:00.000Z","2026-09-18T22:17:32.907Z","2026-09-18T22:17:44.869Z","published",null,[24],{"id":25,"reviewer":26,"round":27,"reason":28,"status":29},"editor-r1","editor",1,"The dek claims '90 percent accuracy' but the body correctly reports an AUC of 0.90 — AUC and accuracy are different statistics, so fix the dek to not mischaracterize the figure.","resolved","ai",[30,32,33,34],"academic-publishing","research-integrity","generative-ai",[36],{"name":37,"url":38},"arXiv cs.AI","https:\u002F\u002Farxiv.org\u002Fabs\u002F2609.20481",0,{"sections":41},[42,45,49,54,59,63,67,72,76,81,86,91,96,101],{"name":43,"slug":30,"count":44,"latest_published_at":18},"AI",4082,{"name":46,"slug":47,"count":48,"latest_published_at":18},"Security","security",661,{"name":50,"slug":51,"count":52,"latest_published_at":53},"Policy","policy",339,"2026-09-17T12:00:00.000Z",{"name":55,"slug":56,"count":57,"latest_published_at":58},"Deals","deals",179,"2026-06-29T20:02:07.000Z",{"name":60,"slug":61,"count":62,"latest_published_at":18},"Hardware","hardware",155,{"name":64,"slug":65,"count":66,"latest_published_at":18},"Science","science",125,{"name":68,"slug":69,"count":70,"latest_published_at":71},"Consumer Tech","consumer-tech",99,"2026-09-09T17:27:33.000Z",{"name":73,"slug":74,"count":75,"latest_published_at":18},"Dev Tools","dev-tools",78,{"name":77,"slug":78,"count":79,"latest_published_at":80},"Software","software",75,"2026-09-10T20:41:21.000Z",{"name":82,"slug":83,"count":84,"latest_published_at":85},"Startups","startups",55,"2026-09-09T23:14:29.000Z",{"name":87,"slug":88,"count":89,"latest_published_at":90},"Gaming","gaming",43,"2026-09-10T12:18:06.000Z",{"name":92,"slug":93,"count":94,"latest_published_at":95},"General","general",41,"2026-09-08T01:57:23.000Z",{"name":97,"slug":98,"count":99,"latest_published_at":100},"Reviews","reviews",20,"2026-06-24T12:00:01.000Z",{"name":102,"slug":103,"count":104,"latest_published_at":105},"How-To","how-to",6,"2026-06-16T09:00:00.000Z"]