[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-an-open-source-ai-engine-wants-to-reshape-drug-discovery":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},3674,"an-open-source-ai-engine-wants-to-reshape-drug-discovery","An Open-source AI Engine Wants to Reshape Drug Discovery","OpenDDE gives researchers a full-stack, open-source AI platform for modeling how molecules interact — not just predicting their shapes.","A new open-source AI framework aims to turn protein structure prediction into a full drug discovery pipeline.\n\nResearchers have released OpenDDE, short for Open Drug Discovery Engine, an all-atom biomolecular foundation model built around co-folding — the simultaneous prediction of how multiple molecules fold together. Unlike tools that stop at structure prediction, OpenDDE is designed as a shared reasoning layer that can feed into drug design, affinity estimation, and therapeutic optimization. The team released training code, inference pipelines, model checkpoints, and benchmarks. They report co-folding accuracy on par with IsoDDE, a proprietary reference model in the field.\n\nThe open release matters because frontier biomolecular modeling has largely been controlled by a handful of well-funded labs. AlphaFold changed what academics could do with structure prediction; OpenDDE is making a similar bet on the broader drug discovery stack, where the bottleneck has shifted from \"can we model this?\" to \"can we act on what we modeled?\" The team also identifies two scaling-law directions for co-folding models, suggesting the approach has a clear improvement roadmap tied to more data and compute.\n\nThat roadmap is worth watching skeptically. Scaling laws in biology are messier than in language modeling, and moving from structure prediction to actual therapeutic candidates involves clinical, regulatory, and manufacturing complexity that no foundation model touches. But as a shared infrastructure play for the research community, OpenDDE looks more like a serious tool than a press release.","[\"ai\",\"drug-discovery\",\"open-source\",\"biology\"]","2026-07-07T04:00:00.000Z","2026-07-07T05:28:53.169Z","2026-07-07T05:28:56.089Z","published",null,[],"ai",[24,26,27,28],"drug-discovery","open-source","biology",[30],{"name":31,"url":32},"arXiv cs.AI","https:\u002F\u002Farxiv.org\u002Fabs\u002F2607.03787",0,{"sections":35},[36,40,45,50,55,60,65,70,75,79,84,88,93,98],{"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":18},"Dev Tools","dev-tools",59,{"name":80,"slug":81,"count":82,"latest_published_at":83},"Gaming","gaming",41,"2026-07-09T04:00:00.000Z",{"name":85,"slug":86,"count":82,"latest_published_at":87},"Startups","startups","2026-06-29T20:55:50.000Z",{"name":89,"slug":90,"count":91,"latest_published_at":92},"General","general",29,"2026-07-10T22:28:58.000Z",{"name":94,"slug":95,"count":96,"latest_published_at":97},"Reviews","reviews",20,"2026-06-24T12:00:01.000Z",{"name":99,"slug":100,"count":101,"latest_published_at":102},"How-To","how-to",6,"2026-06-16T09:00:00.000Z"]