[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-speech-patterns-may-flag-alzheimers-with-90-accuracy":10,"sections":34},{"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":29,"feedback":33,"feedback_at":22,"cost_usd":33,"total_tokens":33},3089,"speech-patterns-may-flag-alzheimers-with-90-accuracy","Speech Patterns May Flag Alzheimer's With 90% Accuracy","A new open-source model analyzes how people tell stories to detect Alzheimer's disease without invasive tests, hitting 90% accuracy on a standard benchmark.","Researchers say an AI that listens to how you talk - not just what you say - can detect Alzheimer's disease with 90% accuracy.\n\nThe system, detailed in a new preprint, transcribes spontaneous speech and builds three separate graph representations of it: one for meaning, one for grammatical structure, and one for how often words appear near each other. That third graph uses a statistical measure called Pointwise Mutual Information to flag when someone's narrative logic drifts from normal patterns. A gating mechanism then weighs all three views against each other depending on the patient's profile, since Alzheimer's symptoms vary widely between individuals. The team tested it on ADReSSo, a public benchmark dataset for speech-based cognitive assessment.\n\nMost prior work in this space treats speech as a flat sequence of words, missing the structural breakdowns that often show up early in cognitive decline. By modeling language as overlapping graphs and accounting for patient-to-patient variation, this approach targets exactly the signals that simpler classifiers tend to smooth over. A non-invasive, speech-based screen that actually handles clinical diversity would be a meaningful step toward tools usable outside a specialist's office.\n\nThe code is public on GitHub, which is more than most clinical AI papers offer - though a preprint hitting a benchmark is still a long way from something a neurologist would trust in a waiting room.","[\"ai\",\"health\",\"alzheimers\",\"speech-recognition\"]","2026-07-01T04:00:00.000Z","2026-07-01T06:59:53.931Z","2026-07-01T06:59:56.842Z","published",null,[],"ai",[24,26,27,28],"health","alzheimers","speech-recognition",[30],{"name":31,"url":32},"arXiv cs.AI","https:\u002F\u002Farxiv.org\u002Fabs\u002F2606.31186",0,{"sections":35},[36,40,45,50,55,60,65,70,75,80,85,89,94,99],{"name":37,"slug":24,"count":38,"latest_published_at":39},"AI",2590,"2026-07-16T04:00:00.000Z",{"name":41,"slug":42,"count":43,"latest_published_at":44},"Security","security",294,"2026-07-15T19:59:48.000Z",{"name":46,"slug":47,"count":48,"latest_published_at":49},"Deals","deals",179,"2026-06-29T20:02:07.000Z",{"name":51,"slug":52,"count":53,"latest_published_at":54},"Policy","policy",158,"2026-07-16T00:02:48.000Z",{"name":56,"slug":57,"count":58,"latest_published_at":59},"Hardware","hardware",122,"2026-07-14T19:46:26.000Z",{"name":61,"slug":62,"count":63,"latest_published_at":64},"Consumer Tech","consumer-tech",93,"2026-07-13T13:20:48.000Z",{"name":66,"slug":67,"count":68,"latest_published_at":69},"Software","software",70,"2026-07-13T19:52:25.000Z",{"name":71,"slug":72,"count":73,"latest_published_at":74},"Science","science",66,"2026-07-10T10:29:37.000Z",{"name":76,"slug":77,"count":78,"latest_published_at":79},"Dev Tools","dev-tools",59,"2026-07-07T04:00:00.000Z",{"name":81,"slug":82,"count":83,"latest_published_at":84},"Gaming","gaming",41,"2026-07-09T04:00:00.000Z",{"name":86,"slug":87,"count":83,"latest_published_at":88},"Startups","startups","2026-06-29T20:55:50.000Z",{"name":90,"slug":91,"count":92,"latest_published_at":93},"General","general",29,"2026-07-10T22:28:58.000Z",{"name":95,"slug":96,"count":97,"latest_published_at":98},"Reviews","reviews",20,"2026-06-24T12:00:01.000Z",{"name":100,"slug":101,"count":102,"latest_published_at":103},"How-To","how-to",6,"2026-06-16T09:00:00.000Z"]