{"article_url":"https://newsverum.com/es/news/texas-tech-study-adds-runtime-reliability-to-ai-tool-retrieval","block":{"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":"percent"},{"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":"تقييم استعلامات EcoAgent الفعلية؛ مقارنة بمسترجع ToolLLM API","de":"Auswertung realer EcoAgent-Anfragen; Vergleich mit ToolLLM API Retriever","en":"EcoAgent real-query evaluation; compared with ToolLLM API Retriever","es":"Evaluación con consultas reales de EcoAgent; comparación con ToolLLM API Retriever","fr":"Évaluation sur les requêtes réelles d’EcoAgent; comparaison avec ToolLLM API Retriever","pt":"Avaliação com consultas reais do EcoAgent; comparação com o ToolLLM API Retriever","tr":"EcoAgent gerçek sorgu kümesi; ToolLLM API Retriever karşılaştırması"},"id":"result-1","methodology":{"ar":"القيم من تجارب المعيار التي حددتها الورقة؛ وليست قياسات ميدانية أو ضمانات أداء عامة.","de":"Die Werte stammen aus den im Artikel beschriebenen Benchmark-Experimenten; sie sind weder Feldmessungen noch allgemeine Leistungsgarantien.","en":"Values come from the paper's stated benchmark experiments; they are not field measurements or general performance guarantees.","es":"Las cifras proceden de los experimentos de benchmark descritos en el artículo; no son mediciones de campo ni una garantía general de rendimiento.","fr":"Les valeurs proviennent des expériences de benchmark décrites dans l’article; elles ne constituent ni des 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":"RATED: التحسن النسبي في MRR","de":"RATED: relativer MRR-Zuwachs","en":"RATED: relative MRR gain","es":"RATED: mejora relativa de MRR","fr":"RATED : gain relatif du MRR","pt":"RATED: ganho relativo de MRR","tr":"RATED: MRR göreli artışı"},"scope":{"ar":"تقييم استعلامات EcoAgent الفعلية؛ مقارنة بمسترجع ToolLLM API","de":"Auswertung realer EcoAgent-Anfragen; Vergleich mit ToolLLM API Retriever","en":"EcoAgent real-query evaluation; compared with ToolLLM API Retriever","es":"Evaluación con consultas reales de EcoAgent; comparación con ToolLLM API Retriever","fr":"Évaluation sur les requêtes réelles d’EcoAgent; comparaison avec ToolLLM API Retriever","pt":"Avaliação com consultas reais do EcoAgent; comparação com o ToolLLM API Retriever","tr":"EcoAgent gerçek sorgu kümesi; ToolLLM API Retriever karşılaştırması"}}],"rows":[{"metric":"RATED: relative MRR gain","scope":"EcoAgent real-query evaluation; compared with ToolLLM API Retriever","value":52.2}],"sourceUrls":["https://arxiv.org/html/2610.13889v1"],"title":{"ar":"المقياس","de":"Messgröße","en":"Measure","es":"Medida","fr":"Mesure","pt":"Medida","tr":"Ölçüt"},"type":"table","updatedAt":"2026-10-13T00:12:48Z"},"version":1}