{"article":{"annotation":{"article_id":"aws-grok47-long-horizon-agents-bedrock-oct2026","available_at":"2026-10-15T21:30:28.058618Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"25c30860f05ba57a35405bf739a4b93079177d586ead5187918627db74c9ee00","input_sha256":"766fd1312c17f5acf7b987b0acf39280391c8e0c8a573de01cbf9667f1dbd20a","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. Unknown country/city/coordinates remain absent; no automatic geocoding.","Article geometries keep their stated precision and methodology; reproducing them is not independent coordinate verification."],"method":"controlled-rules-v1","places":[],"rules_sha256":"fb5ad3c27c91cb840f7a0a05f7f64a5cb26ad0374409ff9457f277c7092e22b4","schema_version":1,"subjects":[{"concept_id":"medtop:13000000","confidence":null,"confidence_method":null,"evidence":[{"field":"category+topics","language":"en","note":"Preserved editorial category/topic; broad candidate only","source_urls":["https://aws.amazon.com/blogs/machine-learning/build-long-horizon-agents-with-grok-4-7-on-amazon-bedrock/"]}],"method":"controlled-rules-v1","rule_id":"technology-broad","status":"candidate"}],"taxonomy_revision":"1f2db31d811fca07e99b16d402c10e2cc2965c9df1c7b41d9be348b40a24e7fb","taxonomy_version":"IPTC Media Topics 2026-Q2"},"api_url":"https://newsverum.com/api/v1/articles/aws-grok47-long-horizon-agents-bedrock-oct2026?lang=en","category":"technology","content":{"key_points":[],"paragraphs":["An October 13 AWS technical post tested a tool-using agent with Grok 4.7 on Bedrock across three synthetic search tasks. Each task had one answer verified by brute force; six runs at each of four reasoning levels made 72 runs in total.","The agent answered 67 of 72 runs correctly: 18/18 at xhigh and 15/18 at low. Low used about one-eighth as many output tokens as xhigh. AWS calls results from this small synthetic test indicative and says it did not measure real-world latency or failures. Bedrock availability was announced on September 28; this is an evaluation report, not a new access launch."],"sections":[]},"corrections":[],"country":null,"data":{"blocks":[{"description":{"ar":"AWS تقيّم وكلاء Grok 4.7 في المهام الطويلة","de":"AWS prüft Grok-4.7-Agenten bei langen Aufgaben","en":"AWS evaluates Grok 4.7 agents on long-horizon tasks","es":"AWS evalúa agentes Grok 4.7 en tareas prolongadas","fr":"AWS évalue les agents Grok 4.7 sur des tâches longues","pt":"AWS avalia agentes Grok 4.7 em tarefas longas","tr":"AWS, Grok 4.7 ajanını uzun görevlerde sınadı"},"id":"reported-event","items":[{"date":"2026-10-13","description":{"ar":"اختبر مقال تقني من AWS بتاريخ 13 أكتوبر وكيلاً يستخدم الأدوات مع Grok 4.7 على Bedrock في ثلاث مهام بحث اصطناعية. جرى التحقق بالقوة الغاشمة من جواب واحد لكل مهمة؛ وأُجريت ست محاولات لكل مستوى من مستويات الاستدلال الأربعة، أي 72 محاولة.","de":"Ein technischer AWS-Beitrag vom 13. Oktober prüfte einen Tool-Agenten mit Grok 4.7 auf Bedrock anhand von drei synthetischen Suchaufgaben. Jede Aufgabe hatte eine per Brute-Force bestätigte Antwort; sechs Durchläufe in vier Denkstufen ergaben insgesamt 72.","en":"An October 13 AWS technical post tested a tool-using agent with Grok 4.7 on Bedrock across three synthetic search tasks. Each task had one answer verified by brute force; six runs at each of four reasoning levels made 72 runs in total.","es":"Un artículo técnico de AWS del 13 de octubre probó un agente con herramientas y Grok 4.7 en Bedrock en tres tareas de búsqueda sintéticas. Cada tarea tenía una respuesta verificada por fuerza bruta; seis ejecuciones en cada uno de cuatro niveles de razonamiento sumaron 72.","fr":"Un article technique d’AWS du 13 octobre a testé un agent avec outils utilisant Grok 4.7 sur Bedrock dans trois tâches de recherche synthétiques. Chaque tâche avait une réponse vérifiée par force brute ; six essais pour chacun des quatre niveaux de raisonnement ont donné 72 essais.","pt":"Um artigo técnico da AWS de 13 de outubro testou um agente com ferramentas e Grok 4.7 no Bedrock em três tarefas sintéticas de busca. Cada tarefa tinha uma resposta verificada por força bruta; seis execuções em cada um dos quatro níveis de raciocínio totalizaram 72.","tr":"AWS’nin 13 Ekim tarihli teknik yazısı, Bedrock’taki Grok 4.7 ile araç kullanan bir ajanı üç sentetik arama görevinde denedi. Her görev için tek doğru yanıt brute-force ile doğrulandı; dört akıl yürütme düzeyinin her birinde altı tekrar, toplam 72 çalışma yapıldı."},"label":{"ar":"تاريخ نشر المصدر","de":"Veröffentlichungsdatum der Quelle","en":"Source publication date","es":"Fecha de publicación de la fuente","fr":"Date de publication de la source","pt":"Data de publicação da fonte","tr":"Kaynağın yayımlandığı tarih"},"status":"occurred"}],"methodology":{"ar":"ملخص تقني كما ورد في المصدر؛ وليس تجربة مستقلة.","de":"Technischer Bericht laut Quelle; kein unabhängiger Versuch.","en":"A source-reported technical account; not an independent experiment.","es":"Relato técnico de la fuente; no es un experimento independiente.","fr":"Compte rendu technique de la source ; ce n’est pas une expérience indépendante.","pt":"Relato técnico conforme à fonte; não é experimento independente.","tr":"Kaynakta bildirilen teknik çalışma özeti; bağımsız deney değildir."},"sourceUrls":["https://aws.amazon.com/blogs/machine-learning/build-long-horizon-agents-with-grok-4-7-on-amazon-bedrock/"],"title":{"ar":"AWS تقيّم وكلاء Grok 4.7 في المهام الطويلة","de":"AWS prüft Grok-4.7-Agenten bei langen Aufgaben","en":"AWS evaluates Grok 4.7 agents on long-horizon tasks","es":"AWS evalúa agentes Grok 4.7 en tareas prolongadas","fr":"AWS évalue les agents Grok 4.7 sur des tâches longues","pt":"AWS avalia agentes Grok 4.7 em tarefas longas","tr":"AWS, Grok 4.7 ajanını uzun görevlerde sınadı"},"type":"events","updatedAt":"2026-10-15T21:20:06+00:00"}],"version":1},"data_downloads":[{"formats":{"csv":"https://newsverum.com/api/v1/articles/aws-grok47-long-horizon-agents-bedrock-oct2026/data/reported-event?lang=en&format=csv","json":"https://newsverum.com/api/v1/articles/aws-grok47-long-horizon-agents-bedrock-oct2026/data/reported-event?lang=en&format=json"},"id":"reported-event"}],"data_types":["events"],"editorial_illustration":{"alt":"Conceptual illustration of technology, processors and connected information.","asset_id":"newsverum-v1-technology","avif_variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.avif","width":480},{"height":480,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-720.avif","width":720},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.avif","width":960},{"height":800,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1200.avif","width":1200},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.avif","width":1536}],"credit":"Newsverum","documentary":false,"height":1024,"kind":"symbolic-editorial-illustration","language":"en","scope":"topic","url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.webp","width":480},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.webp","width":960},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","width":1536}],"width":1536},"event_id":"event-8c48f793-5424-51da-94b7-e2422bb6f005","event_period":"2026-10-13","event_period_basis":"source-review","id":"aws-grok47-long-horizon-agents-bedrock-oct2026","image":null,"importance":0.6,"language":"en","modified_at":"2026-10-15T21:30:20+00:00","publication_basis":"publication-record","published_at":"2026-10-15T21:30:20+00:00","reading_minutes":1,"region":"world","section_illustration":{"alt":"Conceptual illustration of technology, processors and connected information.","asset_id":"newsverum-v1-technology","avif_variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.avif","width":480},{"height":480,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-720.avif","width":720},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.avif","width":960},{"height":800,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1200.avif","width":1200},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.avif","width":1536}],"credit":"Newsverum","documentary":false,"height":1024,"kind":"symbolic-editorial-illustration","language":"en","scope":"section","url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.webp","width":480},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.webp","width":960},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","width":1536}],"width":1536},"slug":"aws-grok47-long-horizon-agents-bedrock-oct2026","sources":[{"checkedAt":"2026-10-15","name":"AWS","publishedAt":"2026-10-13","url":"https://aws.amazon.com/blogs/machine-learning/build-long-horizon-agents-with-grok-4-7-on-amazon-bedrock/"}],"summary":"An October 13 AWS technical post tested a tool-using agent with Grok 4.7 on Bedrock across three synthetic search tasks. Each task had one answer verified by brute force; six runs at each of four reasoning levels made 72 runs in total.","text":"An October 13 AWS technical post tested a tool-using agent with Grok 4.7 on Bedrock across three synthetic search tasks. Each task had one answer verified by brute force; six runs at each of four reasoning levels made 72 runs in total.\n\nAn October 13 AWS technical post tested a tool-using agent with Grok 4.7 on Bedrock across three synthetic search tasks. Each task had one answer verified by brute force; six runs at each of four reasoning levels made 72 runs in total.\n\nThe agent answered 67 of 72 runs correctly: 18/18 at xhigh and 15/18 at low. Low used about one-eighth as many output tokens as xhigh. AWS calls results from this small synthetic test indicative and says it did not measure real-world latency or failures. Bedrock availability was announced on September 28; this is an evaluation report, not a new access launch.","title":"AWS evaluates Grok 4.7 agents on long-horizon tasks","topics":[],"translations":[{"api_url":"https://newsverum.com/api/v1/articles/aws-grok47-long-horizon-agents-bedrock-oct2026?lang=tr","language":"tr","url":"https://newsverum.com/tr/news/aws-grok47-long-horizon-agents-bedrock-oct2026"},{"api_url":"https://newsverum.com/api/v1/articles/aws-grok47-long-horizon-agents-bedrock-oct2026?lang=en","language":"en","url":"https://newsverum.com/en/news/aws-grok47-long-horizon-agents-bedrock-oct2026"},{"api_url":"https://newsverum.com/api/v1/articles/aws-grok47-long-horizon-agents-bedrock-oct2026?lang=ar","language":"ar","url":"https://newsverum.com/ar/news/aws-grok47-long-horizon-agents-bedrock-oct2026"},{"api_url":"https://newsverum.com/api/v1/articles/aws-grok47-long-horizon-agents-bedrock-oct2026?lang=fr","language":"fr","url":"https://newsverum.com/fr/news/aws-grok47-long-horizon-agents-bedrock-oct2026"},{"api_url":"https://newsverum.com/api/v1/articles/aws-grok47-long-horizon-agents-bedrock-oct2026?lang=es","language":"es","url":"https://newsverum.com/es/news/aws-grok47-long-horizon-agents-bedrock-oct2026"},{"api_url":"https://newsverum.com/api/v1/articles/aws-grok47-long-horizon-agents-bedrock-oct2026?lang=de","language":"de","url":"https://newsverum.com/de/news/aws-grok47-long-horizon-agents-bedrock-oct2026"},{"api_url":"https://newsverum.com/api/v1/articles/aws-grok47-long-horizon-agents-bedrock-oct2026?lang=pt","language":"pt","url":"https://newsverum.com/pt/news/aws-grok47-long-horizon-agents-bedrock-oct2026"}],"url":"https://newsverum.com/en/news/aws-grok47-long-horizon-agents-bedrock-oct2026"},"version":"1"}