{"article":{"annotation":{"article_id":"meta-researchers-map-cross-service-risks-in-personal-agents","available_at":"2026-10-13T00:52:09.425959Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"6ae45b9867c8fc6baa517336d221cdfcf1d6d344240f1aa736869373d18ba347","input_sha256":"c9e321c9db71be3fe468352b022e9f5205a0260fb5b806a2ecbcf87974148711","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. 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It builds a dependency graph showing how one tool’s effects may satisfy another’s prerequisites, then expands or repairs candidate scenarios using execution feedback.","Across four frontier agent models, the authors report an average harmful-path rate 1.77 times the STAC baseline and tool coverage 2.99 times as high. These ratios were measured in the researchers’ constructed scenarios and simulated environment; they are not rates of incidents involving real users. The paper also notes the computational cost of updating the dependency graph as services change."],"sections":[]},"corrections":[],"country":"US","data":{"blocks":[{"columns":[{"key":"metric","label":{"ar":"المقياس","de":"Messgröße","en":"Measure","es":"Medida","fr":"Mesure","pt":"Medida","tr":"Ölçüt"},"language":"en","type":"text"},{"key":"value","label":{"ar":"القيمة المعلنة","de":"Berichteter Wert","en":"Reported value","es":"Valor comunicado","fr":"Valeur rapportée","pt":"Valor informado","tr":"Bildirilen değer"},"type":"number","unit":"count"},{"key":"scope","label":{"ar":"نطاق التجربة","de":"Versuchsumfang","en":"Experimental scope","es":"Alcance experimental","fr":"Périmètre expérimental","pt":"Escopo experimental","tr":"Deney kapsamı"},"language":"en","type":"text"}],"description":{"ar":"التقييم في سيناريوهات الاختبار الهجومي التي أنشأها الباحثون","de":"Auswertung in den von den Forschenden entworfenen Red-Team-Szenarien","en":"Evaluation in the researchers’ constructed 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mesures de terrain ni une garantie générale de performance.","pt":"Os valores vêm dos experimentos de benchmark descritos no artigo; não são medições de campo nem garantias gerais de desempenho.","tr":"Rakamlar makalenin tanımladığı kıyaslama deneylerine aittir; saha ölçümü veya genel performans garantisi değildir."},"rowTranslations":[{"metric":{"ar":"عدد نماذج الوكلاء المختبرة","de":"Zahl der getesteten Agentenmodelle","en":"Number of agent models tested","es":"Número de modelos de agentes probados","fr":"Nombre de modèles d’agents testés","pt":"Número de modelos de agentes testados","tr":"Test edilen ajan modeli sayısı"},"scope":{"ar":"التقييم في سيناريوهات الاختبار الهجومي التي أنشأها الباحثون","de":"Auswertung in den von den Forschenden entworfenen Red-Team-Szenarien","en":"Evaluation in the researchers’ constructed red-team scenarios","es":"Evaluación en los escenarios de red teaming creados por los investigadores","fr":"Évaluation dans les scénarios de red-teaming conçus par les 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