[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$fDCT-rvTY7TbxSWs2R9EgbeMf1pRrQcwFoTf-ob-QZdQ":3},{"article":4,"iocs":41},{"id":5,"title":6,"slug":7,"summary":8,"ai_summary":9,"brief":10,"full_text":11,"url":12,"image_url":13,"published_at":14,"ingested_at":15,"relevance_score":16,"entities":17,"category_id":21,"category":22,"article_tags":25},"44b0ea4f-d3dd-482a-a36a-3495d9d9b792","AI Is Ending the Era of Hidden Vulnerabilities — Are Vendors Ready?","ai-is-ending-the-era-of-hidden-vulnerabilities-are-vendors-ready-e611d7","A tidal wave of bug reports is overwhelming software vendors, exposing secure-by-design failures and creating disclosure bottlenecks.","The proliferation of AI-powered vulnerability discovery tools is overwhelming software vendors with a surge of bug reports. This influx is exposing inherent \"secure-by-design\" failures in software products and creating significant bottlenecks in the disclosure process. Vendors are struggling to manage the sheer volume, raising questions about their readiness to handle this new era of AI-driven security research.","AI tools are flooding vendors with bug reports, revealing design flaws and causing disclosure delays.",null,"https:\u002F\u002Fwww.darkreading.com\u002Fvulnerabilities-threats\u002Fai-ending-era-hidden-vulnerabilities-are-vendors-ready","https:\u002F\u002Feu-images.contentstack.com\u002Fv3\u002Fassets\u002Fblt6d90778a997de1cd\u002Fblt56a233cc0acad67e\u002F6a998df307331ddd2ec7748c\u002Ftsunami_wave-shannonstent-GettyImages-170598253.jpg?width=720&quality=80&disable=upscale","2026-09-04T13:00:00+00:00","2026-09-04T14:00:15.671276+00:00",7,[18],{"name":19,"type":20},"AI","technology","839da5c1-3c34-47e2-9499-f7201640e3ac",{"id":21,"icon":11,"name":23,"slug":24},"AI Security","ai-security",[26,31,36],{"category":27},{"id":28,"icon":11,"name":29,"slug":30},"02371804-cf6d-4449-98de-f1a2d4d9b266","Tools","tools",{"category":32},{"id":33,"icon":11,"name":34,"slug":35},"80544778-fabb-4dcd-aa35-17492e5dcf4f","Vulnerabilities","vulnerabilities",{"category":37},{"id":38,"icon":11,"name":39,"slug":40},"c5c77cdb-f7d7-4990-9436-c81dcbff1163","Policy","policy",[]]