[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-researchers-pitch-blockchain-and-ai-to-fix-peer-review":10,"sections":35},{"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":24,"tags":25,"sources":30,"feedback":34,"feedback_at":22,"cost_usd":34,"total_tokens":34},8117,"researchers-pitch-blockchain-and-ai-to-fix-peer-review","Researchers Pitch Blockchain and AI to Fix Peer Review","A new paper proposes identity-linked public commentary, blockchain audit trails, and AI synthesis to replace anonymous peer review.","A new paper wants to replace secret peer review with a public, blockchain-logged conversation.\n\nThe paper, posted to arXiv, argues that today's peer review system is broken because reviewers stay anonymous, reviews take too long, and gatekeeping decides what counts as valid research. The authors propose replacing it with open commentary tied to a reviewer's real identity, recorded on a blockchain so the trail can't be quietly edited later, and an AI system that synthesizes the back-and-forth as arguments evolve over time. The authors say the approach could work across fields from computational science to the humanities, turning a paper's record into an ongoing conversation rather than a one-time verdict.\n\nAnonymous review has well-documented problems: slow turnaround, reviewers with axes to grind, and papers buried or waved through based on reputation rather than substance. Attaching real names and a tamper-evident record could make reviewers more accountable, though it raises the obvious question of whether people review as honestly once their name and reputation are permanently on the line.\n\nBlockchain-for-academia pitches have promised transparency before and quietly faded; the hard part was never storing the record, it was getting anyone to actually use it.","[\"peer-review\",\"academic-publishing\",\"blockchain\",\"ai\"]","2026-09-28T04:00:00.000Z","2026-09-28T10:07:57.345Z","2026-09-28T10:08:03.882Z","published",null,[],"science",[26,27,28,29],"peer-review","academic-publishing","blockchain","ai",[31],{"name":32,"url":33},"arXiv cs.AI","https:\u002F\u002Farxiv.org\u002Fabs\u002F2506.22497",0,{"sections":36},[37,40,44,49,54,59,62,67,72,77,82,87,91,96],{"name":38,"slug":29,"count":39,"latest_published_at":18},"AI",4792,{"name":41,"slug":42,"count":43,"latest_published_at":18},"Security","security",762,{"name":45,"slug":46,"count":47,"latest_published_at":48},"Policy","policy",399,"2026-09-27T18:39:02.000Z",{"name":50,"slug":51,"count":52,"latest_published_at":53},"Deals","deals",261,"2026-09-27T15:30:35.000Z",{"name":55,"slug":56,"count":57,"latest_published_at":58},"Hardware","hardware",188,"2026-09-27T20:46:36.000Z",{"name":60,"slug":24,"count":61,"latest_published_at":18},"Science",151,{"name":63,"slug":64,"count":65,"latest_published_at":66},"Consumer Tech","consumer-tech",135,"2026-09-26T14:30:00.000Z",{"name":68,"slug":69,"count":70,"latest_published_at":71},"Software","software",91,"2026-09-25T20:55:00.000Z",{"name":73,"slug":74,"count":75,"latest_published_at":76},"Dev Tools","dev-tools",84,"2026-09-26T04:20:58.000Z",{"name":78,"slug":79,"count":80,"latest_published_at":81},"Startups","startups",76,"2026-09-25T18:33:59.000Z",{"name":83,"slug":84,"count":85,"latest_published_at":86},"Gaming","gaming",48,"2026-09-25T18:35:21.000Z",{"name":88,"slug":89,"count":85,"latest_published_at":90},"General","general","2026-09-26T17:02:42.000Z",{"name":92,"slug":93,"count":94,"latest_published_at":95},"Reviews","reviews",30,"2026-09-24T20:07:31.000Z",{"name":97,"slug":98,"count":99,"latest_published_at":100},"How-To","how-to",6,"2026-06-16T09:00:00.000Z"]