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<url><loc>https://korshunov.ai/en/article/12050-knowact-guiclaw-improves-gui-agent-accuracy-and-cross-platform-adaptability/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T07:53:58.776800+00:00</news:publication_date><news:title>KnowAct-GUIClaw improves GUI agent accuracy and cross-platform adaptability</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12050-knowact-guiclaw-povyshaet-tochnost-gui-agenta-i-krossplatformennuiu-adaptivnost/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T07:53:58.776800+00:00</news:publication_date><news:title>KnowAct-GUIClaw повышает точность GUI-агента и кроссплатформенную адаптивность</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12050-knowact-guiclaw-mejora-la-precision-del-agente-gui-y-la-adaptabilidad/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-15T07:53:58.776800+00:00</news:publication_date><news:title>KnowAct-GUIClaw mejora la precisión del agente GUI y la adaptabilidad multiplataforma</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12050-knowact-guiclaw-ti-sheng-gui-dai-li-de-zhun-que-xing-he-kua-ping-tai-gua-ying/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T07:53:58.776800+00:00</news:publication_date><news:title>KnowAct-GUIClaw 提升 GUI 代理的准确性和跨平台适应性</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12050-knowact-guiclaw-melhora-a-precisao-do-agente-gui-e-a-adaptabilidade/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-15T07:53:58.776800+00:00</news:publication_date><news:title>KnowAct-GUIClaw melhora a precisão do agente GUI e a adaptabilidade multiplataforma</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12050-knowact-guiclaw-gui-ejentt-kii-sttiiktaa-aur-krons-plettphonrm-anukuuln-ko-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-15T07:53:58.776800+00:00</news:publication_date><news:title>KnowAct-GUIClaw GUI एजेंट की सटीकता और क्रॉस-प्लेटफ़ॉर्म अनुकूलन को बढ़ाता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12050-knowact-guiclawkaguie-shientonojing-du-tokurosuhuratsutohuo-mushi-ying-xing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T07:53:58.776800+00:00</news:publication_date><news:title>KnowAct-GUIClawがGUIエージェントの精度とクロスプラットフォーム適応性を向上</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12050-knowact-guiclawga-gui-eijeonteuyi-jeonghwagseonggwa-keuroseu-peulraespom/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T07:53:58.776800+00:00</news:publication_date><news:title>KnowAct-GUIClaw가 GUI 에이전트의 정확성과 크로스 플랫폼 적응성을 향상시킵니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12050-knowact-guiclaw-ameliore-la-precision-de-l-agent-gui-et-l-adaptabilite/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T07:53:58.776800+00:00</news:publication_date><news:title>KnowAct-GUIClaw améliore la précision de l'agent GUI et l'adaptabilité interplateforme</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12050-knowact-guiclaw-meningkatkan-akurasi-agen-gui-dan-adaptabilitas-lintas-platform/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-15T07:53:58.776800+00:00</news:publication_date><news:title>KnowAct-GUIClaw meningkatkan akurasi agen GUI dan adaptabilitas lintas-platform</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12050-knowact-guiclaw-yhswn-dq-wkyl-wjh-lmstkhdm-lrswmy-wqdrth-l-ltkyf-br-lmnst/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-15T07:53:58.776800+00:00</news:publication_date><news:title>KnowAct-GUIClaw يحسّن دقة وكيل واجهة المستخدم الرسومية وقدرته على التكيف عبر المنصات</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12049-study-finds-induced-anger-reduces-llm-penalty-sensitivity-in-sequential/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T07:44:29.951610+00:00</news:publication_date><news:title>Study finds induced anger reduces LLM penalty sensitivity in sequential decisions</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12049-issledovanie-vyiavliaet-vyzvannyi-gnev-snizhaet-chuvstvitelnost-llm-k-shtrafam-v/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T07:44:29.951610+00:00</news:publication_date><news:title>Исследование выявляет: вызванный гнев снижает чувствительность LLM к штрафам в последовательных решениях</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12049-un-estudio-encuentra-que-la-ira-inducida-reduce-la-sensibilidad-a-las-de-los-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-15T07:44:29.951610+00:00</news:publication_date><news:title>Un estudio encuentra que la ira inducida reduce la sensibilidad a las penalizaciones de los LLM en decisiones secuenciales</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12049-yan-jiu-fa-xian-you-dao-de-fen-nu-jiang-di-liao-da-xing-yu-yan-mo-xing-zai-xu-ce/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T07:44:29.951610+00:00</news:publication_date><news:title>研究发现诱导的愤怒降低了大型语言模型在序列决策中对惩罚的敏感度</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12049-estudo-descobre-que-a-raiva-induzida-reduz-a-sensibilidade-a-penalidades-de-llms/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-15T07:44:29.951610+00:00</news:publication_date><news:title>Estudo descobre que a raiva induzida reduz a sensibilidade a penalidades de LLMs em decisões sequenciais</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12049-adhyyn-paataa-hai-ki-prerit-gusse-se-krmik-nirnnyon-men-llm-kii-dndd-km-ho-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-15T07:44:29.951610+00:00</news:publication_date><news:title>अध्ययन पाता है कि प्रेरित गुस्से से क्रमिक निर्णयों में LLM की दंड संवेदनशीलता कम हो जाती है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12049-you-fa-saretanu-rikallmnozhu-ci-yi-si-jue-ding-niokeruhenaruteigan-du-wodi-xia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T07:44:29.951610+00:00</news:publication_date><news:title>誘発された怒りがLLMの逐次意思決定におけるペナルティ感度を低下させることを発見</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12049-yudodoen-bunnoga-suncajeog-yisagyeoljeongeseo-llmyi-peneolti-mingamdoreul-yeongu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T07:44:29.951610+00:00</news:publication_date><news:title>유도된 분노가 순차적 의사결정에서 LLM의 페널티 민감도를 감소시킨다는 연구</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12049-une-etude-revele-que-la-colere-induite-reduit-la-sensibilite-aux-penalites-des/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T07:44:29.951610+00:00</news:publication_date><news:title>Une étude révèle que la colère induite réduit la sensibilité aux pénalités des LLM dans les décisions séquentielles</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12049-studi-menemukan-bahwa-kemarahan-yang-diinduksi-mengurangi-sensitivitas-penalti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-15T07:44:29.951610+00:00</news:publication_date><news:title>Studi menemukan bahwa kemarahan yang diinduksi mengurangi sensitivitas penalti LLM dalam keputusan berurutan</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12049-drs-tjd-n-lgdb-lmuhfawz-yqll-mn-hssy-l-qwbt-fy-qrrt-nmdhj-llgt-lkbyr-lmtslsl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-15T07:44:29.951610+00:00</news:publication_date><news:title>دراسة تجد أن الغضب المُحفَّز يقلل من حساسية العقوبات في قرارات نماذج اللغات الكبيرة المتسلسلة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12048-grpo-fails-to-improve-small-web-agents-unless-tasks-have-headroom/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T07:38:15.404894+00:00</news:publication_date><news:title>GRPO fails to improve small web agents unless tasks have headroom</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12048-grpo-ne-uluchshaet-malye-veb-agenty-esli-u-zadach-est-zapas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T07:38:15.404894+00:00</news:publication_date><news:title>GRPO не улучшает малые веб-агенты, если у задач есть запас</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12048-grpo-no-mejora-a-los-pequenos-agentes-web-a-menos-que-las-tareas-tengan-margen/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-15T07:38:15.404894+00:00</news:publication_date><news:title>GRPO no mejora a los pequeños agentes web a menos que las tareas tengan margen</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12048-chu-fei-ren-wu-you-ti-sheng-kong-jian-fou-ze-grpowu-fa-gai-jin-xiao-xing-webdai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T07:38:15.404894+00:00</news:publication_date><news:title>除非任务有提升空间，否则GRPO无法改进小型Web代理</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12048-grpo-falha-em-melhorar-pequenos-agentes-web-a-menos-que-as-tarefas-tenham-margem/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-15T07:38:15.404894+00:00</news:publication_date><news:title>GRPO falha em melhorar pequenos agentes web a menos que as tarefas tenham margem</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12048-grpo-tb-tk-chotte-veb-ejentts-men-sudhaar-nhiin-krtaa-jb-tk-kaaryon-men-jgh-n-ho/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-15T07:38:15.404894+00:00</news:publication_date><news:title>GRPO तब तक छोटे वेब एजेंट्स में सुधार नहीं करता जब तक कार्यों में जगह न हो</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12048-tasukuniyu-li-kanaixian-rigrpohaxiao-xing-uehue-shientonoxing-neng-woxiang-shang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T07:38:15.404894+00:00</news:publication_date><news:title>タスクに余力がない限りGRPOは小型ウェブエージェントの性能を向上させない</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12048-jageobe-yeoyuga-eobsneun-han-grponeun-jageun-web-eijeonteuyi-seongneungeul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T07:38:15.404894+00:00</news:publication_date><news:title>작업에 여유가 없는 한 GRPO는 작은 웹 에이전트의 성능을 개선하지 못함</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12048-grpo-echoue-a-ameliorer-les-petits-agents-web-sauf-si-les-taches-ont-une-marge/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T07:38:15.404894+00:00</news:publication_date><news:title>GRPO échoue à améliorer les petits agents web sauf si les tâches ont une marge de progression</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12048-grpo-gagal-meningkatkan-agen-web-kecil-kecuali-tugas-memiliki-ruang-untuk/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-15T07:38:15.404894+00:00</news:publication_date><news:title>GRPO gagal meningkatkan agen web kecil kecuali tugas memiliki ruang untuk berkembang</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12048-yfshl-grpo-fy-thsyn-wkl-lwyb-lsgyr-m-lm-tkn-lmhm-ldyh-hmsh-llttwyr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-15T07:38:15.404894+00:00</news:publication_date><news:title>يفشل GRPO في تحسين وكلاء الويب الصغيرة ما لم تكن المهام لديها هامش للتطوير</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12047-formalizing-matched-comparisons-for-rigorous-extractable-memorization-claims/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T07:29:23.903751+00:00</news:publication_date><news:title>Formalizing matched comparisons for rigorous extractable memorization claims</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12047-formalizatsiia-sopostavlennykh-sravnenii-dlia-strogikh-utverzhdenii-o/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T07:29:23.903751+00:00</news:publication_date><news:title>Формализация сопоставленных сравнений для строгих утверждений о извлекаемой запоминаемости</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12047-formalizando-comparaciones-emparejadas-para-afirmaciones-rigurosas-de-extraible/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-15T07:29:23.903751+00:00</news:publication_date><news:title>Formalizando comparaciones emparejadas para afirmaciones rigurosas de memorización extraíble</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12047-xing-shi-hua-pi-pei-bi-jiao-yi-zhi-chi-yan-ge-de-ke-ti-qu-ji-yi-sheng-ming/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T07:29:23.903751+00:00</news:publication_date><news:title>形式化匹配比较以支持严格的可提取记忆声明</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12047-formalizando-comparacoes-pareadas-para-reivindicacoes-rigorosas-de-memorizacao/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-15T07:29:23.903751+00:00</news:publication_date><news:title>Formalizando comparações pareadas para reivindicações rigorosas de memorização extraível</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12047-ktthor-vyutpnn-smrti-daavon-ke-lie-mel-khaate-tulnon-kaa-aupcaarikiikrnn/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-15T07:29:23.903751+00:00</news:publication_date><news:title>कठोर व्युत्पन्न स्मृति दावों के लिए मेल खाते तुलनों का औपचारिकीकरण</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12047-yan-mi-nachou-chu-ke-neng-ji-yi-nozhu-zhang-notamenoyi-zhi-bi-jiao-noxing-shi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T07:29:23.903751+00:00</news:publication_date><news:title>厳密な抽出可能記憶の主張のための一致比較の形式化</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ar/article/12044-yqll-ecospec-mn-lkhbr-lnshtyn-wysr-fk-ltshfyr-fy-nmdhj-moe-lmtnthr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-15T06:55:13.181969+00:00</news:publication_date><news:title>يقلل EcoSpec من الخبراء النشطين ويسرع فك التشفير في نماذج MoE المتناثرة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12043-esfp-benchmark-reveals-epistemic-stance-flexibility-in-large-language-models/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T06:47:24.784473+00:00</news:publication_date><news:title>ESFP benchmark reveals epistemic stance flexibility in large language models</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12043-esfpji-zhun-ce-shi-jie-shi-da-yu-yan-mo-xing-zai-ren-shi-lun-li-chang-shang-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T06:47:24.784473+00:00</news:publication_date><news:title>ESFP基准测试揭示大语言模型在认识论立场上的灵活性</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ru/article/12043-benchmark-esfp-vyiavliaet-gibkost-epistemicheskoi-pozitsii-v-bolshikh-iazykovykh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T06:47:24.784473+00:00</news:publication_date><news:title>Бенчмарк ESFP выявляет гибкость эпистемической позиции в больших языковых моделях</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12043-el-benchmark-esfp-revela-flexibilidad-en-la-postura-epistemica-de-los-grandes-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-15T06:47:24.784473+00:00</news:publication_date><news:title>El benchmark ESFP revela flexibilidad en la postura epistémica de los grandes modelos de lenguaje</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12043-benchmark-esfp-revela-flexibilidade-de-postura-epistemica-em-grandes-modelos-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-15T06:47:24.784473+00:00</news:publication_date><news:title>Benchmark ESFP revela flexibilidade de postura epistêmica em grandes modelos de linguagem</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12043-esfp-bencmaark-bdde-bhaassaa-monddlon-men-jnyaanvaadii-sthiti-lciilepn-ko-ujaagr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-15T06:47:24.784473+00:00</news:publication_date><news:title>ESFP बेंचमार्क बड़े भाषा मॉडलों में ज्ञानवादी स्थिति लचीलेपन को उजागर करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12043-esfp-bencimakeuneun-daegyumo-eoneo-modelyi-insigjeog-taedo-yuyeonseongeul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T06:47:24.784473+00:00</news:publication_date><news:title>ESFP 벤치마크는 대규모 언어 모델의 인식적 태도 유연성을 드러냅니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12043-le-benchmark-esfp-revele-la-flexibilite-epistemique-des-grands-modeles-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T06:47:24.784473+00:00</news:publication_date><news:title>Le benchmark ESFP révèle la flexibilité épistémique des grands modèles de langage</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12043-benchmark-esfp-mengungkap-fleksibilitas-sikap-epistemik-dalam-model-bahasa-besar/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-15T06:47:24.784473+00:00</news:publication_date><news:title>Benchmark ESFP mengungkap fleksibilitas sikap epistemik dalam model bahasa besar</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12043-ykshf-mqys-esfp-n-mrwn-lmwqf-lm-rfy-fy-lnmdhj-llgwy-lkbyr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-15T06:47:24.784473+00:00</news:publication_date><news:title>يكشف مقياس ESFP عن مرونة الموقف المعرفي في النماذج اللغوية الكبيرة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12042-oat-uses-one-class-learning-to-trace-agentic-failure-from-success-flows/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T06:38:22.979794+00:00</news:publication_date><news:title>OAT uses one-class learning to trace agentic failure from success flows</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12042-oat-ispolzuet-obuchenie-s-odnim-klassom-dlia-otslezhivaniia-agentnykh-sboev-na/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T06:38:22.979794+00:00</news:publication_date><news:title>OAT использует обучение с одним классом для отслеживания агентных сбоев на основе успешных траекторий</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12042-oat-utiliza-aprendizaje-de-una-clase-para-rastrear-fallos-agenticos-a-partir-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-15T06:38:22.979794+00:00</news:publication_date><news:title>OAT utiliza aprendizaje de una clase para rastrear fallos agénticos a partir de flujos exitosos</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12042-oat-shi-yong-dan-lei-xue-xi-cong-cheng-gong-liu-cheng-zhong-zhui-zong-zhi-neng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T06:38:22.979794+00:00</news:publication_date><news:title>OAT 使用单类学习从成功流程中追踪智能体故障</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12042-oat-usa-aprendizado-de-uma-classe-para-rastrear-falhas-agenticas-a-partir-de-bem/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-15T06:38:22.979794+00:00</news:publication_date><news:title>OAT usa aprendizado de uma classe para rastrear falhas agênticas a partir de fluxos bem-sucedidos</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12042-oat-sphl-prvaahon-se-ejenttik-viphltaa-ko-ttrais-krne-ke-lie-vn-klaas-lrning-kaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-15T06:38:22.979794+00:00</news:publication_date><news:title>OAT सफल प्रवाहों से एजेंटिक विफलता को ट्रैस करने के लिए वन-क्लास लर्निंग का उपयोग करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12042-oathawankurasuxue-xi-woyong-ite-cheng-gong-huro-karae-shientonoshi-bai-wozhui-ji/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T06:38:22.979794+00:00</news:publication_date><news:title>OATはワンクラス学習を用いて、成功フローからエージェントの失敗を追跡する</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12042-oatneun-weonkeulraeseu-hagseubeul-sayonghayeo-seonggong-heureumeseo-eijeonteu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T06:38:22.979794+00:00</news:publication_date><news:title>OAT는 원클래스 학습을 사용하여 성공 흐름에서 에이전트 실패를 추적합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12042-oat-utilise-l-apprentissage-par-une-seule-classe-pour-retracer-les-echecs-des-a/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T06:38:22.979794+00:00</news:publication_date><news:title>OAT utilise l'apprentissage par une seule classe pour retracer les échecs des agents à partir de flux de succès</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12042-oat-menggunakan-pembelajaran-satu-kelas-untuk-melacak-kegagalan-agentic-dari/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-15T06:38:22.979794+00:00</news:publication_date><news:title>OAT menggunakan pembelajaran satu-kelas untuk melacak kegagalan agentic dari alur keberhasilan</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12042-ystkhdm-oat-lt-lm-hdy-lfy-lttb-fshl-lwkl-mn-tdfqt-lnjh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-15T06:38:22.979794+00:00</news:publication_date><news:title>يستخدم OAT التعلم أحادي الفئة لتتبع فشل الوكلاء من تدفقات النجاح</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12041-qwen3-30b-a3b-achieves-8-3-on-fukuyamabench-for-mechanistic-reasoning/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T06:29:47.449325+00:00</news:publication_date><news:title>Qwen3-30B-A3B achieves 8.3% on FukuyamaBench for mechanistic reasoning</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12041-qwen3-30b-a3b-dostigaet-83-na-fukuyamabench-po-mekhanisticheskomu-rassuzhdeniiu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T06:29:47.449325+00:00</news:publication_date><news:title>Qwen3-30B-A3B достигает 8,3% на FukuyamaBench по механистическому рассуждению</news:title></news:news></url>
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<url><loc>https://korshunov.ai/zh-hans/article/12041-qwen3-30b-a3bzai-fukuyamabenchji-zhi-tui-li-shang-da-dao-8-3/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T06:29:47.449325+00:00</news:publication_date><news:title>Qwen3-30B-A3B在FukuyamaBench机制推理上达到8.3%</news:title></news:news></url>
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<url><loc>https://korshunov.ai/hi/article/12041-qwen3-30b-a3b-ne-yaantrik-trk-ke-lie-fukuyamabench-pr-8-3-haasil-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-15T06:29:47.449325+00:00</news:publication_date><news:title>Qwen3-30B-A3B ने यांत्रिक तर्क के लिए FukuyamaBench पर 8.3% हासिल किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12041-qwen3-30b-a3bkafukuyamabenchnoji-jie-de-tui-lun-te8-3-woda-cheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T06:29:47.449325+00:00</news:publication_date><news:title>Qwen3-30B-A3BがFukuyamaBenchの機械的推論で8.3%を達成</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12041-qwen3-30b-a3b-fukuyamabenchyi-gigyejeog-curoneseo-8-3-dalseong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T06:29:47.449325+00:00</news:publication_date><news:title>Qwen3-30B-A3B, FukuyamaBench의 기계적 추론에서 8.3% 달성</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12041-qwen3-30b-a3b-atteint-83-sur-fukuyamabench-pour-le-raisonnement-mecanistique/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T06:29:47.449325+00:00</news:publication_date><news:title>Qwen3-30B-A3B atteint 8,3 % sur FukuyamaBench pour le raisonnement mécanistique</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ru/article/12040-light-mer-submilliardnaia-model-dostigaet-sota-v-multimodalnom-raspoznavanii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T06:22:48.408429+00:00</news:publication_date><news:title>Light-MER: субмиллиардная модель достигает SOTA в мультимодальном распознавании эмоций</news:title></news:news></url>
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<url><loc>https://korshunov.ai/zh-hans/article/12145-yong-hu-bao-gao-zai-rocm-shang-shi-yong-ternary-bonsai-27b-dflash-mei-you-jia-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T05:05:25.055029+00:00</news:publication_date><news:title>用户报告在 ROCm 上使用 Ternary Bonsai 27B DFlash 没有加速</news:title></news:news></url>
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<url><loc>https://korshunov.ai/hi/article/12145-rocm-pr-ternary-bonsai-27b-dflash-ke-saath-koii-gti-vrddhi-nhiin-milne-kii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-15T05:05:25.055029+00:00</news:publication_date><news:title>ROCm पर Ternary Bonsai 27B DFlash के साथ कोई गति वृद्धि नहीं मिलने की रिपोर्ट</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ko/article/12145-sayongja-rocmeseo-ternary-bonsai-27b-dflashyi-sogdo-hyangsang-eobseum-bogo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T05:05:25.055029+00:00</news:publication_date><news:title>사용자, ROCm에서 Ternary Bonsai 27B DFlash의 속도 향상 없음 보고</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12145-un-utilisateur-signale-aucune-acceleration-avec-ternary-bonsai-27b-dflash-sur/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T05:05:25.055029+00:00</news:publication_date><news:title>Un utilisateur signale aucune accélération avec Ternary Bonsai 27B DFlash sur ROCm</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ar/article/12145-mstkhdm-yblg-n-dm-wjwd-tsry-m-ternary-bonsai-27b-dflash-l-rocm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-15T05:05:25.055029+00:00</news:publication_date><news:title>مستخدم يبلغ عن عدم وجود تسريع مع Ternary Bonsai 27B DFlash على ROCm</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12147-reddit-user-asks-for-model-recommendations-for-384gb-blackwell-setup/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T05:00:42.543680+00:00</news:publication_date><news:title>Reddit user asks for model recommendations for 384GB Blackwell setup</news:title></news:news></url>
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<url><loc>https://korshunov.ai/es/article/12147-usuario-de-reddit-solicita-recomendaciones-de-modelos-para-configuracion-de-384/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-15T05:00:42.543680+00:00</news:publication_date><news:title>Usuario de Reddit solicita recomendaciones de modelos para configuración Blackwell de 384 GB</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12147-reddityong-hu-xun-wen-384gb-blackwellpei-zhi-de-mo-xing-tui-jian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T05:00:42.543680+00:00</news:publication_date><news:title>Reddit用户询问384GB Blackwell配置的模型推荐</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12147-usuario-do-reddit-pede-recomendacoes-de-modelos-para-configuracao-blackwell-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-15T05:00:42.543680+00:00</news:publication_date><news:title>Usuário do Reddit pede recomendações de modelos para configuração Blackwell de 384 GB</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12147-redditt-upyogkrtaa-384gb-blaikvel-settap-ke-lie-monddl-siphaarishen-maangte-hain/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-15T05:00:42.543680+00:00</news:publication_date><news:title>रेडिट उपयोगकर्ता 384GB ब्लैकवेल सेटअप के लिए मॉडल सिफारिशें मांगते हैं</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12147-384gbnoblackwellhuan-jing-xiang-kemoterutui-jiang-woqiu-merureddityu-sa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T05:00:42.543680+00:00</news:publication_date><news:title>384GBのBlackwell環境向けモデル推奨を求めるRedditユーザー</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12147-384gb-blackwell-hwangyeongyong-model-cuceoneul-yoceonghaneun-reddit-sayongja/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T05:00:42.543680+00:00</news:publication_date><news:title>384GB Blackwell 환경용 모델 추천을 요청하는 Reddit 사용자</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12147-un-utilisateur-de-reddit-demande-des-recommandations-de-modeles-pour-une-de-384/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T05:00:42.543680+00:00</news:publication_date><news:title>Un utilisateur de Reddit demande des recommandations de modèles pour une configuration Blackwell de 384 Go</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12147-pengguna-reddit-meminta-rekomendasi-model-untuk-setup-blackwell-384gb/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-15T05:00:42.543680+00:00</news:publication_date><news:title>Pengguna Reddit meminta rekomendasi model untuk setup Blackwell 384GB</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12147-mstkhdm-rdyt-ytlb-twsyt-lnmdhj-l-dd-blackwell-bs-384-jyjbyt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-15T05:00:42.543680+00:00</news:publication_date><news:title>مستخدم رديت يطلب توصيات لنماذج لإعداد Blackwell بسعة 384 جيجابايت</news:title></news:news></url>
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<url><loc>https://korshunov.ai/en/article/12146-llama-cpp-b10015-release-with-macos-kleidiai-disabled-and-opencl-fix/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T04:51:59.423805+00:00</news:publication_date><news:title>llama.cpp b10015 release with macOS KleidiAI disabled and OpenCL fix</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12146-vypusk-llama-cpp-b10015-s-otkliuchennym-macos-kleidiai-i-ispravleniem-opencl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T04:51:59.423805+00:00</news:publication_date><news:title>Выпуск llama.cpp b10015 с отключённым macOS KleidiAI и исправлением OpenCL</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12146-lanzamiento-de-llama-cpp-b10015-con-macos-kleidiai-deshabilitado-y-correccion-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-15T04:51:59.423805+00:00</news:publication_date><news:title>Lanzamiento de llama.cpp b10015 con macOS KleidiAI deshabilitado y corrección de OpenCL</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12146-lancamento-do-llama-cpp-b10015-com-macos-kleidiai-desativado-e-correcao-do/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-15T04:51:59.423805+00:00</news:publication_date><news:title>Lançamento do llama.cpp b10015 com macOS KleidiAI desativado e correção do OpenCL</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12146-macos-kleidiai-akssm-aur-opencl-sudhaar-ke-saath-llama-cpp-b10015-riliij/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-15T04:51:59.423805+00:00</news:publication_date><news:title>macOS KleidiAI अक्षम और OpenCL सुधार के साथ llama.cpp b10015 रिलीज़</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12146-macosnokleidiaikawu-xiao-hua-sare-openclxiu-zheng-kashi-saretallama-cpp-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T04:51:59.423805+00:00</news:publication_date><news:title>macOSのKleidiAIが無効化され、OpenCL修正が施されたllama.cpp b10015リリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12146-macos-kleidiai-bihwalseonghwa-mic-opencl-sujeongi-pohamdoen-llama-cpp-b10015/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T04:51:59.423805+00:00</news:publication_date><news:title>macOS KleidiAI 비활성화 및 OpenCL 수정이 포함된 llama.cpp b10015 릴리스</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12146-publication-de-llama-cpp-b10015-avec-kleidiai-desactive-sur-macos-et-correction/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T04:51:59.423805+00:00</news:publication_date><news:title>Publication de llama.cpp b10015 avec KleidiAI désactivé sur macOS et correction OpenCL</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12146-rilis-llama-cpp-b10015-dengan-kleidiai-macos-dinonaktifkan-dan-perbaikan-opencl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-15T04:51:59.423805+00:00</news:publication_date><news:title>Rilis llama.cpp b10015 dengan KleidiAI macOS dinonaktifkan dan perbaikan OpenCL</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12146-sdr-llama-cpp-b10015-m-t-tyl-kleidiai-l-macos-wslh-opencl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-15T04:51:59.423805+00:00</news:publication_date><news:title>إصدار llama.cpp b10015 مع تعطيل KleidiAI على macOS وإصلاح OpenCL</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12034-threadmed-qa-dataset-reveals-llm-misconception-correction-degrades-in-multi-turn/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T04:39:41.334775+00:00</news:publication_date><news:title>ThReadMed-QA dataset reveals LLM misconception correction degrades in multi-turn medical conversations</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12034-nabor-dannykh-threadmed-qa-pokazyvaet-chto-ispravlenie-zabluzhdenii-llm-v/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T04:39:41.334775+00:00</news:publication_date><news:title>Набор данных ThReadMed-QA показывает, что исправление заблуждений LLM ухудшается в многооборотных медицинских беседах</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12034-el-conjunto-de-datos-threadmed-qa-revela-que-la-correccion-de-malentendidos-en/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-15T04:39:41.334775+00:00</news:publication_date><news:title>El conjunto de datos ThReadMed-QA revela que la corrección de malentendidos en LLM se degrada en conversaciones médicas multironda</news:title></news:news></url>
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<url><loc>https://korshunov.ai/zh-hans/article/11973-openaibao-gao-codexshi-yong-liang-zeng-chang-2-5bei-prismmlfa-bu-bonsai-27b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T02:39:08.525833+00:00</news:publication_date><news:title>OpenAI报告Codex使用量增长2.5倍；PrismML发布Bonsai 27B</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ja/article/11973-openai-codexnoli-yong-lu-ka2-5bei-nicheng-chang-tobao-gao-prismmlkabonsai-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T02:39:08.525833+00:00</news:publication_date><news:title>OpenAI、Codexの利用率が2.5倍に成長と報告；PrismMLがBonsai 27Bをリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11973-openai-codex-sayongryang-2-5bae-seongjang-bogo-prismml-bonsai-27b-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T02:39:08.525833+00:00</news:publication_date><news:title>OpenAI, Codex 사용량 2.5배 성장 보고; PrismML, Bonsai 27B 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11973-openai-signale-une-croissance-de-l-utilisation-de-codex-de-25x-prismml-lance-27b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T02:39:08.525833+00:00</news:publication_date><news:title>OpenAI signale une croissance de l'utilisation de Codex de 2,5x ; PrismML lance Bonsai 27B</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ar/article/11973-openai-yblg-n-nmw-stkhdm-codex-bnsb-2-5-mr-prismml-ttlq-bonsai-27b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-15T02:39:08.525833+00:00</news:publication_date><news:title>OpenAI يبلغ عن نمو استخدام Codex بنسبة 2.5 مرة؛ PrismML تطلق Bonsai 27B</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/11972-l-ingenierie-de-l-ia-se-tourne-des-agents-vers-les-systemes-de-harnais-et-le-par/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T02:16:11.529170+00:00</news:publication_date><news:title>L'ingénierie de l'IA se tourne des agents vers les systèmes de harnais et le contrôle par boucle</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11972-thwl-hnds-ldhk-lstn-y-mn-lwkl-l-nzm-lharness-wlthkm-fy-lhlq/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-15T02:16:11.529170+00:00</news:publication_date><news:title>تحول هندسة الذكاء الاصطناعي من الوكلاء إلى أنظمة الهarness والتحكم في الحلقة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11971-openai-codex-usage-surges-2-5x-as-open-models-compress-to-consumer-devices/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T01:59:35.403042+00:00</news:publication_date><news:title>OpenAI Codex usage surges 2.5x as open models compress to consumer devices</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11971-ispolzovanie-openai-codex-vyroslo-v-25-raza-po-mere-szhatiia-otkrytykh-modelei/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T01:59:35.403042+00:00</news:publication_date><news:title>Использование OpenAI Codex выросло в 2,5 раза по мере сжатия открытых моделей для потребительских устройств</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11971-el-uso-de-openai-codex-se-dispara-25-veces-a-medida-que-los-modelos-abiertos-se/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-15T01:59:35.403042+00:00</news:publication_date><news:title>El uso de OpenAI Codex se dispara 2,5 veces a medida que los modelos abiertos se comprimen para dispositivos de consumo</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11971-sui-zhao-kai-yuan-mo-xing-ya-suo-zhi-xiao-fei-ji-she-bei-openai-codexde-shi-yong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T01:59:35.403042+00:00</news:publication_date><news:title>随着开源模型压缩至消费级设备，OpenAI Codex的使用量激增2.5倍</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ja/article/11971-o-hunmoterukaxiao-fei-zhe-xiang-ketehaisuniya-suo-sareruzhong-openai-codexnoshi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T01:59:35.403042+00:00</news:publication_date><news:title>オープンモデルが消費者向けデバイスに圧縮される中、OpenAI Codexの使用量が2.5倍に急増</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11971-opeun-modeli-sobija-gigiro-abcugdoemyeonseo-openai-codex-sayongryangi-2-5bae/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T01:59:35.403042+00:00</news:publication_date><news:title>오픈 모델이 소비자 기기로 압축되면서 OpenAI Codex 사용량이 2.5배 급증</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11971-l-utilisation-d-openai-codex-explose-de-25x-alors-que-les-modeles-ouverts-se-les/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T01:59:35.403042+00:00</news:publication_date><news:title>L'utilisation d'OpenAI Codex explose de 2,5x alors que les modèles ouverts se compressent vers les appareils grand public</news:title></news:news></url>
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<url><loc>https://korshunov.ai/en/article/11970-audio-cpp-0-3-adds-supertonic-3-moss-tts-indextts2-and-irodori-tts-with-gguf/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-15T01:47:30.118202+00:00</news:publication_date><news:title>audio.cpp 0.3 adds Supertonic 3, MOSS-TTS, IndexTTS2, and Irodori-TTS with GGUF support</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11970-audio-cpp-0-3-dobavliaet-supertonic-3-moss-tts-indextts2-i-irodori-tts-s-gguf/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-15T01:47:30.118202+00:00</news:publication_date><news:title>audio.cpp 0.3 добавляет Supertonic 3, MOSS-TTS, IndexTTS2 и Irodori-TTS с поддержкой GGUF</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11970-audio-cpp-0-3-anade-supertonic-3-moss-tts-indextts2-e-irodori-tts-con-soporte/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-15T01:47:30.118202+00:00</news:publication_date><news:title>audio.cpp 0.3 añade Supertonic 3, MOSS-TTS, IndexTTS2 e Irodori-TTS con soporte GGUF</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11970-audio-cpp-0-3-xin-zeng-supertonic-3-moss-tts-indextts2-he-irodori-tts-zhi-chi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-15T01:47:30.118202+00:00</news:publication_date><news:title>audio.cpp 0.3 新增 Supertonic 3、MOSS-TTS、IndexTTS2 和 Irodori-TTS，支持 GGUF</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11970-audio-cpp-0-3-adiciona-supertonic-3-moss-tts-indextts2-e-irodori-tts-com-suporte/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-15T01:47:30.118202+00:00</news:publication_date><news:title>audio.cpp 0.3 adiciona Supertonic 3, MOSS-TTS, IndexTTS2 e Irodori-TTS com suporte GGUF</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11970-audio-cpp-0-3-men-supertonic-3-moss-tts-indextts2-aur-irodori-tts-gguf-sportt-ke/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-15T01:47:30.118202+00:00</news:publication_date><news:title>audio.cpp 0.3 में Supertonic 3, MOSS-TTS, IndexTTS2 और Irodori-TTS GGUF सपोर्ट के साथ जोड़े गए</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11970-audio-cpp-0-3kasupertonic-3-moss-tts-indextts2-irodori-ttswoggufsaho-tofu-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T01:47:30.118202+00:00</news:publication_date><news:title>audio.cpp 0.3がSupertonic 3、MOSS-TTS、IndexTTS2、Irodori-TTSをGGUFサポート付きで追加</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/11727-le-codage-requential-compresse-les-trajectoires-d-entrainement-en-utilisant-le/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T00:32:15.774031+00:00</news:publication_date><news:title>Le codage requential compresse les trajectoires d'entraînement en utilisant le désaccord auto-généré entre enseignant et élève</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/11966-discussion-reddit-sur-la-viabilite-et-l-avenir-des-modeles-1-bit/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-15T00:18:47.121651+00:00</news:publication_date><news:title>Discussion Reddit sur la viabilité et l'avenir des modèles 1-bit</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ja/article/11967-github-dependabotkaha-shiyongeng-xin-noprwokai-kuqian-ni3ri-jian-nodai-ji-shi-ru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-15T00:15:20.908689+00:00</news:publication_date><news:title>GitHub、Dependabotがバージョン更新のPRを開く前に3日間の待機時間を導入</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11967-github-dependaboti-beojeon-eobdeiteu-preul-yeolgi-jeone-3il-daegi-sigan-doib/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T00:15:20.908689+00:00</news:publication_date><news:title>GitHub, Dependabot이 버전 업데이트 PR을 열기 전에 3일 대기 시간 도입</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ko/article/11968-prismml-bonsai-27b-jetson-orin-nano-8gbeseo-4-31-t-s-mic-6-2gb-rameuro-silhaeng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-15T00:10:11.825921+00:00</news:publication_date><news:title>PrismML Bonsai 27B, Jetson Orin Nano 8GB에서 4.31 t/s 및 6.2GB RAM으로 실행</news:title></news:news></url>
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<url><loc>https://korshunov.ai/zh-hans/article/11934-nvidia-fen-xi-5000-duo-ge-kaggle-can-sai-zuo-pin-yi-shi-bie-ti-sheng-ai-tui-li/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T23:56:57.951132+00:00</news:publication_date><news:title>NVIDIA 分析 5000 多个 Kaggle 参赛作品，以识别提升 AI 推理能力的技术</news:title></news:news></url>
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<url><loc>https://korshunov.ai/hi/article/11934-ai-trk-men-sudhaar-ke-lie-tkniikon-kii-phcaan-krne-ke-lie-nvidia-ne-5000-se-kaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T23:56:57.951132+00:00</news:publication_date><news:title>AI तर्क में सुधार के लिए तकनीकों की पहचान करने के लिए NVIDIA ने 5,000 से अधिक Kaggle प्रविष्टियों का विश्लेषण किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11934-nvidiakakaggleno5000jian-yi-shang-noentori-wofen-xi-shi-aitui-lun-nogai-shan-fa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T23:56:57.951132+00:00</news:publication_date><news:title>NVIDIAがKaggleの5,000件以上のエントリーを分析し、AI推論の改善手法を特定</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/11934-nvidia-analyse-plus-de-5-000-entrees-kaggle-pour-identifier-des-techniques-le-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T23:56:57.951132+00:00</news:publication_date><news:title>NVIDIA analyse plus de 5 000 entrées Kaggle pour identifier des techniques améliorant le raisonnement de l'IA</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11934-nvidia-menganalisis-lebih-dari-5-000-entri-kaggle-untuk-mengidentifikasi-teknik/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T23:56:57.951132+00:00</news:publication_date><news:title>NVIDIA menganalisis lebih dari 5.000 entri Kaggle untuk mengidentifikasi teknik meningkatkan penalaran AI</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11934-thlyl-nvidia-lkthr-mn-5000-dkhl-fy-kaggle-lthdyd-tqnyt-thsyn-lstdll-ldhky/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T23:56:57.951132+00:00</news:publication_date><news:title>تحليل NVIDIA لأكثر من 5,000 إدخال في Kaggle لتحديد تقنيات تحسين الاستدلال الذكي</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11866-unified-gradient-projection-reduces-catastrophic-forgetting-in-multilingual-asr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T23:51:04.502634+00:00</news:publication_date><news:title>Unified Gradient Projection reduces catastrophic forgetting in multilingual ASR</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11866-edinaia-proektsiia-gradienta-snizhaet-katastroficheskoe-zabyvanie-v-asr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T23:51:04.502634+00:00</news:publication_date><news:title>Единая проекция градиента снижает катастрофическое забывание в многоязычном ASR</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11866-la-proyeccion-de-gradiente-unificada-reduce-el-olvido-catastrofico-en-asr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T23:51:04.502634+00:00</news:publication_date><news:title>La proyección de gradiente unificada reduce el olvido catastrófico en ASR multilingüe</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11866-tong-yi-ti-du-tou-ying-jiang-di-duo-yu-yan-asrzhong-de-zai-nan-xing-yi-wang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T23:51:04.502634+00:00</news:publication_date><news:title>统一梯度投影降低多语言ASR中的灾难性遗忘</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11866-a-projecao-de-gradiente-unificada-reduz-o-esquecimento-catastrofico-em-asr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T23:51:04.502634+00:00</news:publication_date><news:title>A Projeção de Gradiente Unificada reduz o esquecimento catastrófico em ASR multilíngue</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11866-ekiikrt-greddientt-prkssepnn-bhubhaassii-asr-men-vinaashk-bhuul-ko-km-krtaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T23:51:04.502634+00:00</news:publication_date><news:title>एकीकृत ग्रेडिएंट प्रक्षेपण बहुभाषी ASR में विनाशक भूल को कम करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11866-tong-yi-gou-pei-tou-ying-haduo-yan-yu-asrniokeruhuai-mie-de-wang-que-wodi-jian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T23:51:04.502634+00:00</news:publication_date><news:title>統一勾配投影は多言語ASRにおける壊滅的忘却を低減する</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11866-unified-gradient-projectioneun-dagugeo-asreseo-pagugjeog-manggageul-julibnida/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T23:51:04.502634+00:00</news:publication_date><news:title>Unified Gradient Projection은 다국어 ASR에서 파국적 망각을 줄입니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11866-la-projection-de-gradient-unifiee-reduit-l-oubli-catastrophique-dans-la-de-la/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T23:51:04.502634+00:00</news:publication_date><news:title>La projection de gradient unifiée réduit l'oubli catastrophique dans la reconnaissance automatique de la parole multilingue</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11866-proyeksi-gradien-terpadu-mengurangi-lupa-katastrofik-pada-asr-multibahasa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T23:51:04.502634+00:00</news:publication_date><news:title>Proyeksi Gradien Terpadu mengurangi lupa katastrofik pada ASR multibahasa</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11866-lbrwz-lmtdrj-lmwhd-yqll-mn-lnsyn-lkrthy-fy-lt-rf-l-lklm-mt-dd-llgt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T23:51:04.502634+00:00</news:publication_date><news:title>البروز المتدرج الموحد يقلل من النسيان الكارثي في التعرف على الكلام متعدد اللغات</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11865-researchers-introduce-qfes-task-and-qfesum-dataset-for-query-focused-event/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T23:43:13.840210+00:00</news:publication_date><news:title>Researchers introduce QFES task and QFESum dataset for query-focused event summarization</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11865-issledovateli-predstavliaiut-zadachu-qfes-i-dataset-qfesum-dlia-tematicheskogo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T23:43:13.840210+00:00</news:publication_date><news:title>Исследователи представляют задачу QFES и датасет QFESum для тематического обобщения событий</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11865-investigadores-presentan-la-tarea-qfes-y-el-conjunto-de-datos-qfesum-para-la-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T23:43:13.840210+00:00</news:publication_date><news:title>Investigadores presentan la tarea QFES y el conjunto de datos QFESum para la resumición de eventos centrada en consultas</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11865-yan-jiu-ren-yuan-ti-chu-cha-xun-ju-jiao-shi-jian-zhai-yao-ren-wu-qfesji-shu-ju/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T23:43:13.840210+00:00</news:publication_date><news:title>研究人员提出查询聚焦事件摘要任务QFES及数据集QFESum</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11865-pesquisadores-introduzem-a-tarefa-qfes-e-o-conjunto-de-dados-qfesum-para-de-em/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T23:43:13.840210+00:00</news:publication_date><news:title>Pesquisadores introduzem a tarefa QFES e o conjunto de dados QFESum para sumarização de eventos focada em consultas</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11865-shodhkrtaaon-ne-kverii-phoksdd-iventt-smrii-ke-lie-qfes-ttaask-aur-qfesum-pesh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T23:43:13.840210+00:00</news:publication_date><news:title>शोधकर्ताओं ने क्वेरी-फोकस्ड इवेंट समरी के लिए QFES टास्क और QFESum डेटासेट पेश किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11865-kuerijiao-dian-xing-ihentoyao-yue-notamenoqfestasukutoqfesumte-tasetsutowoyan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T23:43:13.840210+00:00</news:publication_date><news:title>クエリ焦点型イベント要約のためのQFESタスクとQFESumデータセットを研究者が紹介</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11865-yeongujadeuli-kweori-jungsim-ibenteu-yoyagyong-qfes-jageob-mic-qfesum-deiteoses/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T23:43:13.840210+00:00</news:publication_date><news:title>연구자들이 쿼리 중심 이벤트 요약용 QFES 작업 및 QFESum 데이터셋 소개</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11865-les-chercheurs-presentent-la-tache-qfes-et-le-jeu-de-donnees-qfesum-pour-la-d-la/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T23:43:13.840210+00:00</news:publication_date><news:title>Les chercheurs présentent la tâche QFES et le jeu de données QFESum pour la synthèse d'événements centrée sur la requête</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11865-peneliti-memperkenalkan-tugas-qfes-dan-dataset-qfesum-untuk-ringkasan-peristiwa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T23:43:13.840210+00:00</news:publication_date><news:title>Peneliti memperkenalkan tugas QFES dan dataset QFESum untuk ringkasan peristiwa berfokus kueri</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11865-lbhthwn-yqdmwn-mhm-qfes-wmjmw-bynt-qfesum-ltlkhys-lhdth-lmrkz-l-lst-lm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T23:43:13.840210+00:00</news:publication_date><news:title>الباحثون يقدمون مهمة QFES ومجموعة بيانات QFESum لتلخيص الأحداث المركزة على الاستعلام</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11864-amplitude-gating-improves-tool-structured-llm-inference-via-amplitude-only-ffn/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T23:38:14.597844+00:00</news:publication_date><news:title>Amplitude Gating improves tool-structured LLM inference via amplitude-only FFN intervention</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11864-amplitude-gating-uluchshaet-vyvod-llm-so-strukturirovannymi-instrumentami-za-v/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T23:38:14.597844+00:00</news:publication_date><news:title>Amplitude Gating улучшает вывод LLM со структурированными инструментами за счёт вмешательства в FFN только по амплитуде</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11864-el-enmascaramiento-de-amplitud-mejora-la-inferencia-de-llm-estructurada-para-ffn/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T23:38:14.597844+00:00</news:publication_date><news:title>El enmascaramiento de amplitud mejora la inferencia de LLM estructurada para herramientas mediante intervención FFN solo de amplitud</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11864-fu-du-men-kong-tong-guo-jin-she-ji-fu-du-de-qian-kui-wang-luo-gan-yu-ti-sheng-ju/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T23:38:14.597844+00:00</news:publication_date><news:title>幅度门控通过仅涉及幅度的前馈网络干预提升工具结构化大语言模型推理</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11864-gating-de-amplitude-melhora-a-inferencia-llm-estruturada-por-ferramentas-por-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T23:38:14.597844+00:00</news:publication_date><news:title>Gating de Amplitude melhora a inferência LLM estruturada por ferramentas por meio de intervenção FFN apenas em amplitude</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11864-empliittyuudd-getting-ttuul-sttrkcrdd-llm-inphrens-ko-kevl-empliittyuudd-ffn-ke/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T23:38:14.597844+00:00</news:publication_date><news:title>एम्प्लीट्यूड गेटिंग टूल-स्ट्रक्चर्ड LLM इनफरेंस को केवल एम्प्लीट्यूड FFN हस्तक्षेप के माध्यम से बेहतर बनाता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11864-zhen-fu-ke-toniyori-zhen-fu-nomiffnjie-ru-tetsu-rugou-zao-hua-llmtui-lun-kagai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T23:38:14.597844+00:00</news:publication_date><news:title>振幅ゲートにより、振幅のみFFN介入でツール構造化LLM推論が改善</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11864-jinpog-geiteuneun-jinpog-jeonyong-ffn-gaeibeul-tonghae-dogu-gujohwa-llm-curoneul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T23:38:14.597844+00:00</news:publication_date><news:title>진폭 게이트는 진폭 전용 FFN 개입을 통해 도구 구조화 LLM 추론을 개선합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11864-le-filtrage-d-amplitude-ameliore-l-inference-llm-structuree-par-outils-via-une-l/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T23:38:14.597844+00:00</news:publication_date><news:title>Le filtrage d'amplitude améliore l'inférence LLM structurée par outils via une intervention FFN uniquement sur l'amplitude</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11864-amplitude-gating-meningkatkan-inferensi-llm-terstruktur-alat-melalui-intervensi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T23:38:14.597844+00:00</news:publication_date><news:title>Amplitude Gating meningkatkan inferensi LLM terstruktur-alat melalui intervensi FFN hanya-amplitudo</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11864-t-zyz-ltdmyn-ls-wy-yhswn-stdll-nmdhj-llgt-lkbyr-lmhykl-bldwt-br-tdkhl-lshbk-lmmy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T23:38:14.597844+00:00</news:publication_date><news:title>تعزيز التضمين السعوي يحسّن استدلال نماذج اللغات الكبيرة المهيكلة بالأدوات عبر تدخل الشبكة الأمامية (FFN) بالسعة فقط</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11961-prism-ml-posts-bonsai-27b-benchmark-results/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T23:21:28.278504+00:00</news:publication_date><news:title>Prism-ML posts Bonsai-27B benchmark results</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ru/article/11963-vypusk-llama-cpp-b10012-ispravliaet-signal-ocheredi-hexagon-i-predostavliaet/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T22:50:37.407558+00:00</news:publication_date><news:title>Выпуск llama.cpp b10012 исправляет сигнал очереди hexagon и предоставляет бинарные файлы для нескольких платформ</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11963-la-version-b10012-de-llama-cpp-corrige-la-senal-de-cola-hexagon-y-proporciona/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T22:50:37.407558+00:00</news:publication_date><news:title>La versión b10012 de llama.cpp corrige la señal de cola hexagon y proporciona binarios para múltiples plataformas</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11963-llama-cpp-b10012-ban-ben-xiu-fu-liao-hexagon-dui-lie-xin-hao-wen-ti-bing-wei-duo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T22:50:37.407558+00:00</news:publication_date><news:title>llama.cpp b10012 版本修复了 hexagon 队列信号问题，并为多个平台提供了二进制文件</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11963-lancamento-b10012-do-llama-cpp-corrige-sinal-de-fila-hexagon-e-fornece-binarios/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T22:50:37.407558+00:00</news:publication_date><news:title>Lançamento b10012 do llama.cpp corrige sinal de fila hexagon e fornece binários para múltiplas plataformas</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11963-llama-cpp-b10012-riliij-ne-hexagon-kyuu-signl-ko-tthiik-kiyaa-aur-kii-ke-lie-kii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T22:50:37.407558+00:00</news:publication_date><news:title>llama.cpp b10012 रिलीज ने hexagon क्यू सिग्नल को ठीक किया और कई प्लेटफॉर्म के लिए बाइनरी प्रदान की</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11963-llama-cpp-b10012-riri-sute-hexagon-kiyu-shikunarunoxiu-zheng-tofu-shu-muxiang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T22:50:37.407558+00:00</news:publication_date><news:title>llama.cpp b10012 リリースで Hexagon キューシグナルの修正と複数プラットフォーム向けのバイナリを提供</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11963-llama-cpp-b10012-rilriseuneun-hegsagon-kyu-sinhoreul-sujeonghago-yeoreo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T22:50:37.407558+00:00</news:publication_date><news:title>llama.cpp b10012 릴리스는 헥사곤 큐 신호를 수정하고 여러 플랫폼용 바이너리를 제공합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11963-la-version-b10012-de-llama-cpp-corrige-le-signal-de-la-file-d-attente-hexagon-et/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T22:50:37.407558+00:00</news:publication_date><news:title>La version b10012 de llama.cpp corrige le signal de la file d'attente Hexagon et fournit des binaires pour plusieurs plateformes</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11963-rilis-llama-cpp-b10012-memperbaiki-sinyal-antrian-hexagon-dan-menyediakan-biner/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T22:50:37.407558+00:00</news:publication_date><news:title>Rilis llama.cpp b10012 memperbaiki sinyal antrian hexagon dan menyediakan biner untuk berbagai platform</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11963-sdr-llama-cpp-b10012-yslh-shr-qym-hexagon-wywfr-thnyyt-lmnst-mt-dd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T22:50:37.407558+00:00</news:publication_date><news:title>إصدار llama.cpp b10012 يصلح إشارة قائمة hexagon ويوفر ثنائيات لمنصات متعددة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11955-datasette-1-0a37-improves-permissions-performance-and-reverts-breaking-api/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T22:41:04.499510+00:00</news:publication_date><news:title>datasette 1.0a37 improves permissions performance and reverts breaking API change</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11955-datasette-1-0a37-uluchshaet-proizvoditelnost-razreshenii-i-otmeniaet-rabotu-api/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T22:41:04.499510+00:00</news:publication_date><news:title>datasette 1.0a37 улучшает производительность разрешений и отменяет нарушающее работу изменение API</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11955-datasette-1-0a37-meningkatkan-kinerja-izin-dan-mengembalikan-perubahan-api-yang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T22:41:04.499510+00:00</news:publication_date><news:title>datasette 1.0a37 meningkatkan kinerja izin dan mengembalikan perubahan API yang merusak</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11955-datasette-1-0a37-mejora-el-rendimiento-de-permisos-y-revierte-un-cambio-de-api/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T22:41:04.499510+00:00</news:publication_date><news:title>datasette 1.0a37 mejora el rendimiento de permisos y revierte un cambio de API que rompía la funcionalidad</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11955-datasette-1-0a37-gai-jin-quan-xian-xing-neng-bing-hui-gun-po-pi-xing-api-geng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T22:41:04.499510+00:00</news:publication_date><news:title>datasette 1.0a37 改进权限性能并回滚破坏性 API 更改</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11955-datasette-1-0a37-melhora-o-desempenho-de-permissoes-e-reverte-alteracao-de-api/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T22:41:04.499510+00:00</news:publication_date><news:title>datasette 1.0a37 melhora o desempenho de permissões e reverte alteração de API que quebrava funcionalidades</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11955-datasette-1-0a37-anumtiyon-ke-prdrshn-ko-behtr-bnaataa-hai-aur-toddne-vaale-api/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T22:41:04.499510+00:00</news:publication_date><news:title>datasette 1.0a37 अनुमतियों के प्रदर्शन को बेहतर बनाता है और तोड़ने वाले API बदलाव को वापस लेता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11955-datasette-1-0a37-kaquan-xian-nohahuo-mansuwogai-shan-shi-po-huai-de-na-api-bian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T22:41:04.499510+00:00</news:publication_date><news:title>datasette 1.0a37 が権限のパフォーマンスを改善し、破壊的な API 変更を元に戻す</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11955-datasette-1-0a37i-gweonhan-seongneungeul-gaeseonhago-pagoejeogin-api-byeongyeong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T22:41:04.499510+00:00</news:publication_date><news:title>datasette 1.0a37이 권한 성능을 개선하고 파괴적인 API 변경 사항을 되돌림</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11955-datasette-1-0a37-ameliore-les-performances-des-autorisations-et-annule-un-d-api/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T22:41:04.499510+00:00</news:publication_date><news:title>datasette 1.0a37 améliore les performances des autorisations et annule un changement d'API cassant</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11955-datasette-1-0a37-yhsn-d-ldhwnt-wy-ks-tgyyr-api-lm-tl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T22:41:04.499510+00:00</news:publication_date><news:title>datasette 1.0a37 يحسن أداء الأذونات ويعكس تغيير API المعطل</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11953-san-liang-hua-qwen3-6-27b-zai-shuang-rtx-3090-shang-yi-60-tok-s-yun-xing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T22:37:37.735001+00:00</news:publication_date><news:title>三量化 Qwen3.6 27B 在双 RTX 3090 上以 60 tok/s 运行</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11953-ternary-qwen3-6-27b-runs-at-60-tk-s-on-dual-rtx-3090s/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T22:37:37.735001+00:00</news:publication_date><news:title>Ternary Qwen3.6 27B runs at 60 tk/s on dual RTX 3090s</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11953-ternarnaia-qwen3-6-27b-rabotaet-na-60-tok-s-na-dvukh-rtx-3090/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T22:37:37.735001+00:00</news:publication_date><news:title>Тернарная Qwen3.6 27B работает на 60 ток/с на двух RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11953-qwen3-6-ternario-de-27b-funciona-a-60-tok-s-en-dos-rtx-3090/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T22:37:37.735001+00:00</news:publication_date><news:title>Qwen3.6 ternario de 27B funciona a 60 tok/s en dos RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11953-qwen3-6-ternario-de-27b-roda-a-60-tok-s-em-duas-rtx-3090/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T22:37:37.735001+00:00</news:publication_date><news:title>Qwen3.6 ternário de 27B roda a 60 tok/s em duas RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11953-do-rtx-3090-pr-ttrnrii-qwen3-6-27b-60-tok-s-pr-cl-rhaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T22:37:37.735001+00:00</news:publication_date><news:title>दो RTX 3090 पर टर्नरी Qwen3.6 27B 60 tok/s पर चल रहा है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11953-qwen3-6-27bnoternaryliang-zi-hua-moterukateyuarurtx-3090te60-tok-swoda-cheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T22:37:37.735001+00:00</news:publication_date><news:title>Qwen3.6 27Bのternary量子化モデルがデュアルRTX 3090で60 tok/sを達成</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11953-dyueol-rtx-3090eseo-ternary-qwen3-6-27bga-60-tok-sro-silhaengdoem/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T22:37:37.735001+00:00</news:publication_date><news:title>듀얼 RTX 3090에서 Ternary Qwen3.6 27B가 60 tok/s로 실행됨</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11953-le-modele-ternary-qwen3-6-27b-atteint-60-tok-s-sur-deux-rtx-3090/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T22:37:37.735001+00:00</news:publication_date><news:title>Le modèle ternary Qwen3.6 27B atteint 60 tok/s sur deux RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11953-qwen3-6-27b-ternary-berjalan-di-60-tok-s-pada-dual-rtx-3090/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T22:37:37.735001+00:00</news:publication_date><news:title>Qwen3.6 27B ternary berjalan di 60 tok/s pada dual RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11953-nmwdhj-qwen3-6-27b-lthlthy-y-ml-bsr-60-twkn-thny-l-btqty-rtx-3090/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T22:37:37.735001+00:00</news:publication_date><news:title>نموذج Qwen3.6 27B الثلاثي يعمل بسرعة 60 توكن/ثانية على بطاقتي RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11960-amd-ryzen-ai-halo-configuration-yields-10-15-faster-local-llm-inference/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T22:32:07.781869+00:00</news:publication_date><news:title>AMD Ryzen AI Halo configuration yields 10-15% faster local LLM inference</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11960-konfiguratsiia-amd-ryzen-ai-halo-obespechivaet-uskorenie-lokalnogo-vyvoda-llm-na/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T22:32:07.781869+00:00</news:publication_date><news:title>Конфигурация AMD Ryzen AI Halo обеспечивает ускорение локального вывода LLM на 10-15%</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11960-la-configuracion-de-amd-ryzen-ai-halo-acelera-la-inferencia-local-de-llm-en-un/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T22:32:07.781869+00:00</news:publication_date><news:title>La configuración de AMD Ryzen AI Halo acelera la inferencia local de LLM en un 10-15%</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11960-amd-ryzen-ai-halo-pei-zhi-shi-ben-di-llm-tui-li-su-du-ti-sheng-10-15/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T22:32:07.781869+00:00</news:publication_date><news:title>AMD Ryzen AI Halo 配置使本地 LLM 推理速度提升 10-15%</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11960-configuracao-do-amd-ryzen-ai-halo-acelera-inferencia-local-de-llm-em-10-15/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T22:32:07.781869+00:00</news:publication_date><news:title>Configuração do AMD Ryzen AI Halo acelera inferência local de LLM em 10-15%</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11960-amd-ryzen-ai-halo-konnphigreshn-sthaaniiy-llm-inphrens-ko-10-15-tej-krtaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T22:32:07.781869+00:00</news:publication_date><news:title>AMD Ryzen AI Halo कॉन्फ़िगरेशन स्थानीय LLM इनफरेंस को 10-15% तेज करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11960-amd-ryzen-ai-halonogou-cheng-niyori-ro-karullmtui-lun-ka10-15-gao-su-hua/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T22:32:07.781869+00:00</news:publication_date><news:title>AMD Ryzen AI Haloの構成により、ローカルLLM推論が10〜15%高速化</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/11954-pytorch-ajoute-un-backend-de-communication-thunderbolt-pour-les-modeles-sur-mac/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T22:26:28.064062+00:00</news:publication_date><news:title>PyTorch ajoute un backend de communication Thunderbolt pour les modèles distribués sur Mac</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ja/article/11959-llama-cppkamtpteko-teinkuwoampereyi-qian-nohurosetsusaxiang-kenihatsuchishi-yong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T22:21:20.528267+00:00</news:publication_date><news:title>llama.cppがMTPデコーディングをAmpere以前のプロセッサ向けにパッチ適用</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/11959-llama-cpp-corrige-le-decodage-mtp-pour-les-gpu-pre-ampere/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T22:21:20.528267+00:00</news:publication_date><news:title>llama.cpp corrige le décodage MTP pour les GPU pré-Ampere</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11959-llama-cpp-menambal-decoding-mtp-untuk-gpu-pra-ampere/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T22:21:20.528267+00:00</news:publication_date><news:title>llama.cpp menambal decoding MTP untuk GPU pra-Ampere</news:title></news:news></url>
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<url><loc>https://korshunov.ai/pt-br/article/11958-glm-5-2-int4-int8-alcanca-1-200-t-s-de-prefill-e-33-54-t-s-de-decode-em-8x-gb10/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T22:07:33.290480+00:00</news:publication_date><news:title>GLM-5.2-Int4-Int8 alcança ~1.200 t/s de prefill e 33–54 t/s de decode em 8× GB10</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ja/article/11958-glm-5-2-int4-int8ka8x-gb10te-1200-t-snoprefillto33-54-t-snodecodewoda-cheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T22:07:33.290480+00:00</news:publication_date><news:title>GLM-5.2-Int4-Int8が8× GB10で~1,200 t/sのprefillと33–54 t/sのdecodeを達成</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11958-glm-5-2-int4-int8-8x-gb10eseo-1200-t-s-prefill-mic-33-54-t-s-decode-dalseong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T22:07:33.290480+00:00</news:publication_date><news:title>GLM-5.2-Int4-Int8, 8× GB10에서 ~1,200 t/s prefill 및 33–54 t/s decode 달성</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11958-glm-5-2-int4-int8-atteint-1-200-t-s-de-preremplissage-et-33-54-t-s-de-decodage/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T22:07:33.290480+00:00</news:publication_date><news:title>GLM-5.2-Int4-Int8 atteint ~1 200 t/s de préremplissage et 33–54 t/s de décodage sur 8× GB10</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11958-glm-5-2-int4-int8-mencapai-1-200-t-s-prefill-dan-33-54-t-s-decode-pada-8x-gb10/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T22:07:33.290480+00:00</news:publication_date><news:title>GLM-5.2-Int4-Int8 mencapai ~1.200 t/s prefill dan 33–54 t/s decode pada 8× GB10</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11958-glm-5-2-int4-int8-yhqq-1200-t-th-ml-wly-w33-54-t-th-fk-tshfyr-l-8x-gb10/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T22:07:33.290480+00:00</news:publication_date><news:title>GLM-5.2-Int4-Int8 يحقق ~1,200 ت/ث ملء أولي و33–54 ت/ث فك تشفير على 8× GB10</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11957-llama-cpp-b10007-fixes-opencl-dp4a-bug-and-releases-binaries/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T21:58:27.610790+00:00</news:publication_date><news:title>llama.cpp b10007 fixes OpenCL dp4a bug and releases binaries</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11957-llama-cpp-b10007-ispravliaet-oshibku-opencl-dp4a-i-vypuskaet-binarnye-faily/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T21:58:27.610790+00:00</news:publication_date><news:title>llama.cpp b10007 исправляет ошибку OpenCL dp4a и выпускает бинарные файлы</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11957-llama-cpp-b10007-corrige-el-error-de-dp4a-de-opencl-y-lanza-binarios/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T21:58:27.610790+00:00</news:publication_date><news:title>llama.cpp b10007 corrige el error de dp4a de OpenCL y lanza binarios</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11957-llama-cpp-b10007-xiu-fu-liao-opencl-dp4a-cuo-wu-bing-fa-bu-er-jin-zhi-wen-jian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T21:58:27.610790+00:00</news:publication_date><news:title>llama.cpp b10007 修复了 OpenCL dp4a 错误并发布二进制文件</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11957-llama-cpp-b10007-corrige-bug-do-dp4a-do-opencl-e-lanca-binarios/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T21:58:27.610790+00:00</news:publication_date><news:title>llama.cpp b10007 corrige bug do dp4a do OpenCL e lança binários</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11957-llama-cpp-b10007-ne-opencl-dp4a-bg-ko-tthiik-kiyaa-aur-baainrii-jaarii-kii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T21:58:27.610790+00:00</news:publication_date><news:title>llama.cpp b10007 ने OpenCL dp4a बग को ठीक किया और बाइनरी जारी की</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11957-llama-cpp-b10007kaopenclnodp4ahakuwoxiu-zheng-shi-hainariworiri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T21:58:27.610790+00:00</news:publication_date><news:title>llama.cpp b10007がOpenCLのdp4aバグを修正し、バイナリをリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11957-llama-cpp-b10007-opencl-dp4a-beogeu-sujeong-mic-baineori-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T21:58:27.610790+00:00</news:publication_date><news:title>llama.cpp b10007, OpenCL dp4a 버그 수정 및 바이너리 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11957-llama-cpp-b10007-corrige-le-bug-dp4a-d-opencl-et-publie-des-binaires/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T21:58:27.610790+00:00</news:publication_date><news:title>llama.cpp b10007 corrige le bug dp4a d'OpenCL et publie des binaires</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11957-llama-cpp-b10007-memperbaiki-bug-dp4a-opencl-dan-merilis-biner/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T21:58:27.610790+00:00</news:publication_date><news:title>llama.cpp b10007 memperbaiki bug dp4a OpenCL dan merilis biner</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11957-slh-llama-cpp-b10007-lkht-dp4a-fy-opencl-wsdr-lthnyyt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T21:58:27.610790+00:00</news:publication_date><news:title>إصلاح llama.cpp b10007 لخطأ dp4a في OpenCL وإصدار الثنائيات</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11956-llama-cpp-b10010-adds-cors-options-to-the-server/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T21:50:30.511868+00:00</news:publication_date><news:title>llama.cpp b10010 adds --cors-* options to the server</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11956-llama-cpp-b10010-dobavliaet-optsii-cors-dlia-servera/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T21:50:30.511868+00:00</news:publication_date><news:title>llama.cpp b10010 добавляет опции --cors-* для сервера</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11956-llama-cpp-b10010-anade-opciones-cors-al-servidor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T21:50:30.511868+00:00</news:publication_date><news:title>llama.cpp b10010 añade opciones --cors-* al servidor</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11956-llama-cpp-b10010-wei-fu-wu-qi-tian-jia-liao-cors-xuan-xiang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T21:50:30.511868+00:00</news:publication_date><news:title>llama.cpp b10010 为服务器添加了 --cors-* 选项</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11956-llama-cpp-b10010-adiciona-opcoes-cors-ao-servidor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T21:50:30.511868+00:00</news:publication_date><news:title>llama.cpp b10010 adiciona opções --cors-* ao servidor</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11956-llama-cpp-b10010-srvr-ke-lie-cors-viklp-joddtaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T21:50:30.511868+00:00</news:publication_date><news:title>llama.cpp b10010 सर्वर के लिए --cors-* विकल्प जोड़ता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11956-llama-cpp-b10010kasa-ha-ni-cors-ohushiyonwozhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T21:50:30.511868+00:00</news:publication_date><news:title>llama.cpp b10010がサーバーに--cors-*オプションを追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11956-llama-cpp-b10010i-seobeoe-cors-obsyeon-cuga/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T21:50:30.511868+00:00</news:publication_date><news:title>llama.cpp b10010이 서버에 --cors-* 옵션 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11956-llama-cpp-b10010-ajoute-les-options-cors-au-serveur/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T21:50:30.511868+00:00</news:publication_date><news:title>llama.cpp b10010 ajoute les options --cors-* au serveur</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11956-llama-cpp-b10010-menambahkan-opsi-cors-ke-server/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T21:50:30.511868+00:00</news:publication_date><news:title>llama.cpp b10010 menambahkan opsi --cors-* ke server</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11956-ydyf-llama-cpp-b10010-khyrt-cors-l-lkhdm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T21:50:30.511868+00:00</news:publication_date><news:title>يضيف llama.cpp b10010 خيارات --cors-* إلى الخادم</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11932-prismml-fa-bu-bonsai-27b-yi-chong-ke-zai-liu-lan-qi-zhong-yun-xing-de-1-bit-mi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T21:39:01.370374+00:00</news:publication_date><news:title>PrismML 发布 Bonsai 27B，一种可在浏览器中运行的 1-bit 密集 LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11932-prismml-releases-bonsai-27b-a-1-bit-dense-llm-running-in-the-browser/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T21:39:01.370374+00:00</news:publication_date><news:title>PrismML releases Bonsai 27B, a 1-bit dense LLM running in the browser</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11932-prismml-vypustila-bonsai-27b-1-bitnuiu-plotnuiu-llm-rabotaiushchuiu-v-brauzere/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T21:39:01.370374+00:00</news:publication_date><news:title>PrismML выпустила Bonsai 27B, 1-битную плотную LLM, работающую в браузере</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11932-prismml-lanza-bonsai-27b-un-llm-denso-de-1-bit-que-se-ejecuta-en-el-navegador/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T21:39:01.370374+00:00</news:publication_date><news:title>PrismML lanza Bonsai 27B, un LLM denso de 1-bit que se ejecuta en el navegador</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11932-prismml-lanca-bonsai-27b-um-llm-denso-de-1-bit-que-roda-no-navegador/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T21:39:01.370374+00:00</news:publication_date><news:title>PrismML lança Bonsai 27B, um LLM denso de 1-bit que roda no navegador</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11932-prismml-ne-braaujr-men-clne-vaale-1-bit-ghntvpuurnn-llm-bonsai-27b-ko-riliij/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T21:39:01.370374+00:00</news:publication_date><news:title>PrismML ने ब्राउज़र में चलने वाले 1-bit घनत्वपूर्ण LLM Bonsai 27B को रिलीज़ किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11932-prismmlkahurausatedong-zuo-suru1hitsutomi-du-xing-llm-bonsai-27b-woriri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T21:39:01.370374+00:00</news:publication_date><news:title>PrismMLがブラウザで動作する1ビット密度型LLM「Bonsai 27B」をリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11932-prismml-beuraujeoeseo-silhaengdoeneun-1biteu-miljib-llm-bonsai-27b-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T21:39:01.370374+00:00</news:publication_date><news:title>PrismML, 브라우저에서 실행되는 1비트 밀집 LLM 'Bonsai 27B' 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11932-prismml-lance-bonsai-27b-un-llm-dense-en-1-bit-fonctionnant-dans-le-navigateur/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T21:39:01.370374+00:00</news:publication_date><news:title>PrismML lance Bonsai 27B, un LLM dense en 1-bit fonctionnant dans le navigateur</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11932-prismml-merilis-bonsai-27b-llm-padat-1-bit-yang-berjalan-di-browser/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T21:39:01.370374+00:00</news:publication_date><news:title>PrismML merilis Bonsai 27B, LLM padat 1-bit yang berjalan di browser</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11932-prismml-ttlq-bonsai-27b-nmwdhj-lgwy-kbyr-kthyf-bbt-whd-y-ml-fy-lmtsfh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T21:39:01.370374+00:00</news:publication_date><news:title>PrismML تطلق Bonsai 27B، نموذج لغوي كبير كثيف ببت واحد يعمل في المتصفح</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11933-user-builds-memory-pipeline-on-qwen3-235b-a22b-scoring-1-on-longmemeval-s/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T21:32:43.059612+00:00</news:publication_date><news:title>User builds memory pipeline on Qwen3 235B A22B scoring #1 on LongMemEval-S</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11933-polzovatel-postroil-konveier-pamiati-na-qwen3-235b-a22b-zaniavshii-1-v-s/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T21:32:43.059612+00:00</news:publication_date><news:title>Пользователь построил конвейер памяти на Qwen3 235B A22B, занявший #1 в LongMemEval-S</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11933-un-usuario-construye-un-pipeline-de-memoria-en-qwen3-235b-a22b-que-ocupa-el-1-en/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T21:32:43.059612+00:00</news:publication_date><news:title>Un usuario construye un pipeline de memoria en Qwen3 235B A22B que ocupa el #1 en LongMemEval-S</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11933-yong-hu-ji-yu-qwen3-235b-a22b-gou-jian-ji-yi-guan-dao-zai-longmemeval-s-shang-di/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T21:32:43.059612+00:00</news:publication_date><news:title>用户基于 Qwen3 235B A22B 构建记忆管道，在 LongMemEval-S 上排名第一</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11933-usuario-construi-pipeline-de-memoria-no-qwen3-235b-a22b-que-ocupa-o-1-no-s/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T21:32:43.059612+00:00</news:publication_date><news:title>Usuário construi pipeline de memória no Qwen3 235B A22B que ocupa o #1 no LongMemEval-S</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11933-upyogkrtaa-ne-qwen3-235b-a22b-pr-longmemeval-s-men-1-skor-ke-saath-memorii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T21:32:43.059612+00:00</news:publication_date><news:title>उपयोगकर्ता ने Qwen3 235B A22B पर LongMemEval-S में #1 स्कोर के साथ मेमोरी पाइपलाइन बनाई</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11933-yu-sa-kaqwen3-235b-a22bshang-telongmemeval-ste1wei-wohuo-de-zhu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T21:32:43.059612+00:00</news:publication_date><news:title>ユーザーがQwen3 235B A22B上でLongMemEval-Sで1位を獲得するメモリパイプラインを構築</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11933-sayongjaga-qwen3-235b-a22b-giban-longmemeval-s-1wi-memori-paipeurain-gucug/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T21:32:43.059612+00:00</news:publication_date><news:title>사용자가 Qwen3 235B A22B 기반 LongMemEval-S 1위 메모리 파이프라인 구축</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11933-un-utilisateur-construit-un-pipeline-de-memoire-sur-qwen3-235b-a22b-classe-ndeg1/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T21:32:43.059612+00:00</news:publication_date><news:title>Un utilisateur construit un pipeline de mémoire sur Qwen3 235B A22B, classé n°1 sur LongMemEval-S</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11933-pengguna-membangun-pipeline-memori-pada-qwen3-235b-a22b-yang-meraih-peringkat-1/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T21:32:43.059612+00:00</news:publication_date><news:title>Pengguna membangun pipeline memori pada Qwen3 235B A22B yang meraih peringkat #1 di LongMemEval-S</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11933-mstkhdm-ybny-kht-nbyb-lldhkr-l-qwen3-235b-a22b-mhqqan-lmrtb-lwl-fy-longmemeval-s/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T21:32:43.059612+00:00</news:publication_date><news:title>مستخدم يبني خط أنابيب للذاكرة على Qwen3 235B A22B محققاً المرتبة الأولى في LongMemEval-S</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11929-armin-ronacher-argues-friction-synchronizes-understanding-in-software-projects/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T21:23:30.787722+00:00</news:publication_date><news:title>Armin Ronacher argues friction synchronizes understanding in software projects</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11929-armin-ronakher-utverzhdaet-chto-trenie-sinkhroniziruet-ponimanie-v-programmnykh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T21:23:30.787722+00:00</news:publication_date><news:title>Армин Ронахер утверждает, что трение синхронизирует понимание в программных проектах</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11929-armin-ronacher-argumenta-que-la-friccion-sincroniza-la-comprension-en-proyectos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T21:23:30.787722+00:00</news:publication_date><news:title>Armin Ronacher argumenta que la fricción sincroniza la comprensión en proyectos de software</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11929-armin-ronacher-ren-wei-mo-ca-neng-tong-bu-ruan-jian-xiang-mu-zhong-de-li-jie/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T21:23:30.787722+00:00</news:publication_date><news:title>Armin Ronacher 认为摩擦能同步软件项目中的理解</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11929-armin-ronacher-argumenta-que-o-atrito-sincroniza-o-entendimento-em-projetos-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T21:23:30.787722+00:00</news:publication_date><news:title>Armin Ronacher argumenta que o atrito sincroniza o entendimento em projetos de software</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11929-armiin-ronaacer-kaa-trk-hai-ki-ghrssn-sonphttveyr-priyojnaaon-men-smjh-ko-sink/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T21:23:30.787722+00:00</news:publication_date><news:title>अर्मीन रोनाचेर का तर्क है कि घर्षन सॉफ्टवेयर परियोजनाओं में समझ को सिंक करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11929-armin-ronachershi-kamo-ca-kasohutoueahuroshiekutotenoli-jie-wotong-qi-zhang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T21:23:30.787722+00:00</news:publication_date><news:title>Armin Ronacher氏が摩擦がソフトウェアプロジェクトでの理解を同期させると主張</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11929-armin-ronacher-macali-sopeuteuweeo-peurojegteueseo-ihaereul-donggihwahandago/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T21:23:30.787722+00:00</news:publication_date><news:title>Armin Ronacher, 마찰이 소프트웨어 프로젝트에서 이해를 동기화한다고 주장</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11929-armin-ronacher-soutient-que-la-friction-synchronise-la-comprehension-dans-les/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T21:23:30.787722+00:00</news:publication_date><news:title>Armin Ronacher soutient que la friction synchronise la compréhension dans les projets logiciels</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11929-armin-ronacher-berargumen-bahwa-gesekan-menyinkronkan-pemahaman-dalam-proyek/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T21:23:30.787722+00:00</news:publication_date><news:title>Armin Ronacher berargumen bahwa gesekan menyinkronkan pemahaman dalam proyek perangkat lunak</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11929-rmyn-rwntshr-yjdl-bn-lhtkk-yzmn-lfhm-fy-mshry-lbrmjyt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T21:23:30.787722+00:00</news:publication_date><news:title>أرمين روناتشر يجادل بأن الاحتكاك يزامن الفهم في مشاريع البرمجيات</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11935-developer-releases-mlx-serve-a-fast-zig-based-local-inference-server/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T21:17:15.096867+00:00</news:publication_date><news:title>Developer releases mlx-serve, a fast Zig-based local inference server</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11935-kai-fa-zhe-kazighe-sunogao-su-ro-karutui-lun-sa-ha-mlx-serveworiri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T21:17:15.096867+00:00</news:publication_date><news:title>開発者がZigベースの高速ローカル推論サーバーmlx-serveをリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11935-razrabotchik-vypustil-mlx-serve-bystryi-lokalnyi-server-inferensa-na-zig/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T21:17:15.096867+00:00</news:publication_date><news:title>Разработчик выпустил mlx-serve, быстрый локальный сервер инференса на Zig</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11935-un-desarrollador-lanza-mlx-serve-un-servidor-de-inferencia-local-rapido-basado/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T21:17:15.096867+00:00</news:publication_date><news:title>Un desarrollador lanza mlx-serve, un servidor de inferencia local rápido basado en Zig</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11935-kai-fa-zhe-fa-bu-mlx-serve-yi-ge-ji-yu-zig-de-kuai-su-ben-di-tui-li-fu-wu-qi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T21:17:15.096867+00:00</news:publication_date><news:title>开发者发布 mlx-serve，一个基于 Zig 的快速本地推理服务器</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11935-desenvolvedor-lanca-mlx-serve-um-servidor-de-inferencia-local-rapido-baseado-em/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T21:17:15.096867+00:00</news:publication_date><news:title>Desenvolvedor lança mlx-serve, um servidor de inferência local rápido baseado em Zig</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11935-ddevlpr-ne-mlx-serve-jaarii-kiyaa-ek-tej-zig-aadhaarit-sthaaniiy-inphrens-srvr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T21:17:15.096867+00:00</news:publication_date><news:title>डेवलपर ने mlx-serve जारी किया, एक तेज़ Zig-आधारित स्थानीय इनफरेंस सर्वर</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11935-gaebaljaga-zig-gibanyi-bbareun-rokeol-curon-seobeo-mlx-serve-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T21:17:15.096867+00:00</news:publication_date><news:title>개발자가 Zig 기반의 빠른 로컬 추론 서버 mlx-serve 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11935-un-developpeur-lance-mlx-serve-un-serveur-d-inference-local-rapide-base-sur-zig/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T21:17:15.096867+00:00</news:publication_date><news:title>Un développeur lance mlx-serve, un serveur d'inférence local rapide basé sur Zig</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11935-pengembang-merilis-mlx-serve-server-inferensi-lokal-cepat-berbasis-zig/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T21:17:15.096867+00:00</news:publication_date><news:title>Pengembang merilis mlx-serve, server inferensi lokal cepat berbasis Zig</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11935-mtwr-yutlq-mlx-serve-khdm-stntj-mhly-sry-qym-l-zig/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-14T21:17:15.096867+00:00</news:publication_date><news:title>مطور يُطلق mlx-serve، خادم استنتاج محلي سريع قائم على Zig</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11948-bonsai-27b-the-first-27b-class-model-to-run-on-a-phone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T21:08:36.411027+00:00</news:publication_date><news:title>Bonsai 27B: The First 27B-Class Model to Run on a Phone</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11948-bonsai-27b-pervaia-model-klassa-27b-rabotaiushchaia-na-telefone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T21:08:36.411027+00:00</news:publication_date><news:title>Bonsai 27B: первая модель класса 27B, работающая на телефоне</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11948-bonsai-27b-el-primer-modelo-de-clase-27b-que-funciona-en-un-telefono/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-14T21:08:36.411027+00:00</news:publication_date><news:title>Bonsai 27B: el primer modelo de clase 27B que funciona en un teléfono</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11948-bonsai-27b-shou-kuan-ke-zai-shou-ji-shang-yun-xing-de-27bji-mo-xing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T21:08:36.411027+00:00</news:publication_date><news:title>Bonsai 27B：首款可在手机上运行的27B级模型</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11948-bonsai-27b-o-primeiro-modelo-de-classe-27b-a-rodar-em-um-telefone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T21:08:36.411027+00:00</news:publication_date><news:title>Bonsai 27B: o primeiro modelo de classe 27B a rodar em um telefone</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11948-bonsai-27b-phon-pr-clne-vaalaa-phlaa-27b-klaas-monddl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T21:08:36.411027+00:00</news:publication_date><news:title>Bonsai 27B: फोन पर चलने वाला पहला 27B-क्लास मॉडल</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11948-bonsai-27b-sumahotedong-zuo-suruchu-no27bkurasumoteru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T21:08:36.411027+00:00</news:publication_date><news:title>Bonsai 27B: スマホで動作する初の27Bクラスモデル</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11948-bonsai-27b-seumateuponeseo-silhaeng-ganeunghan-ceos-beonjjae-27bgeub-model/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T21:08:36.411027+00:00</news:publication_date><news:title>Bonsai 27B: 스마트폰에서 실행 가능한 첫 번째 27B급 모델</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11948-bonsai-27b-le-premier-modele-de-classe-27b-a-fonctionner-sur-un-telephone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T21:08:36.411027+00:00</news:publication_date><news:title>Bonsai 27B : Le premier modèle de classe 27B à fonctionner sur un téléphone</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11948-bonsai-27b-model-kelas-27b-pertama-yang-berjalan-di-ponsel/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-14T21:08:36.411027+00:00</news:publication_date><news:title>Bonsai 27B: Model Kelas 27B Pertama yang Berjalan di Ponsel</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ko/article/11950-specific-labs-gemma-4-31breul-jojaghayeo-jalmosdoen-jeonjee-banbaghajiman/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T21:04:26.137847+00:00</news:publication_date><news:title>Specific Labs, Gemma-4-31B를 조작하여 잘못된 전제에 반박하지만 벤치마크에는 영향 없음</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ja/article/11951-lobsterskamariadbkarasqlitehenoyi-xing-wowan-liao/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T20:52:20.625258+00:00</news:publication_date><news:title>LobstersがMariaDBからSQLiteへの移行を完了</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/11951-lobsters-termine-sa-migration-de-mariadb-vers-sqlite/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T20:52:20.625258+00:00</news:publication_date><news:title>Lobsters termine sa migration de MariaDB vers SQLite</news:title></news:news></url>
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<url><loc>https://korshunov.ai/zh-hans/article/11949-llama-cpp-b10005-xiu-fu-liao-deepseekv4-de-seq-rm-bing-shi-xian-liao-seq-cp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T20:29:35.080434+00:00</news:publication_date><news:title>llama.cpp b10005 修复了 DeepseekV4 的 seq_rm 并实现了 seq_cp</news:title></news:news></url>
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<url><loc>https://korshunov.ai/hi/article/11949-llama-cpp-b10005-ne-deepseekv4-ke-seq-rm-ko-tthiik-kiyaa-aur-seq-cp-ko-laaguu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T20:29:35.080434+00:00</news:publication_date><news:title>llama.cpp b10005 ने DeepseekV4 के seq_rm को ठीक किया और seq_cp को लागू किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11949-llama-cpp-b10005kadeepseekv4noseq-rmwoxiu-zheng-shiseq-cpwoshi-zhuang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T20:29:35.080434+00:00</news:publication_date><news:title>llama.cpp b10005がDeepseekV4のseq_rmを修正しseq_cpを実装</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/11949-llama-cpp-b10005-corrige-seq-rm-pour-deepseekv4-et-implemente-seq-cp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T20:29:35.080434+00:00</news:publication_date><news:title>llama.cpp b10005 corrige seq_rm pour DeepseekV4 et implémente seq_cp</news:title></news:news></url>
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<url><loc>https://korshunov.ai/en/article/11943-user-seeks-to-run-35b-nvfp4-models-on-rtx-5090-with-long-context/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T20:18:39.401186+00:00</news:publication_date><news:title>User seeks to run 35B NVFP4 models on RTX 5090 with long context</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11943-polzovatel-khochet-zapustit-modeli-nvfp4-na-35b-na-rtx-5090-s-dlinnym-kontekstom/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T20:18:39.401186+00:00</news:publication_date><news:title>Пользователь хочет запустить модели NVFP4 на 35B на RTX 5090 с длинным контекстом</news:title></news:news></url>
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<url><loc>https://korshunov.ai/hi/article/11943-upyogkrtaa-lnbe-sndrbh-ke-saath-rtx-5090-pr-35b-nvfp4-monddl-claanaa-caahtaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T20:18:39.401186+00:00</news:publication_date><news:title>उपयोगकर्ता लंबे संदर्भ के साथ RTX 5090 पर 35B NVFP4 मॉडल चलाना चाहता है</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ko/article/11943-sayongja-rtx-5090eseo-gin-keontegseuteuro-35b-nvfp4-model-silhaeng-sido/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T20:18:39.401186+00:00</news:publication_date><news:title>사용자, RTX 5090에서 긴 컨텍스트로 35B NVFP4 모델 실행 시도</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11943-un-utilisateur-cherche-a-executer-des-modeles-nvfp4-de-35b-sur-une-rtx-5090-avec/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T20:18:39.401186+00:00</news:publication_date><news:title>Un utilisateur cherche à exécuter des modèles NVFP4 de 35B sur une RTX 5090 avec un long contexte</news:title></news:news></url>
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<url><loc>https://korshunov.ai/en/article/11942-users-report-hugging-face-model-downloads-stuck-at-1-in-google-colab/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-14T20:11:58.780067+00:00</news:publication_date><news:title>Users report Hugging Face model downloads stuck at 1% in Google Colab</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11942-polzovateli-soobshchaiut-o-zavisanii-zagruzok-modelei-hugging-face-na-1-v-google/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-14T20:11:58.780067+00:00</news:publication_date><news:title>Пользователи сообщают о зависании загрузок моделей Hugging Face на 1% в Google Colab</news:title></news:news></url>
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<url><loc>https://korshunov.ai/zh-hans/article/11942-yong-hu-bao-gao-zai-google-colab-zhong-xia-zai-hugging-face-mo-xing-shi-qia-zai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-14T20:11:58.780067+00:00</news:publication_date><news:title>用户报告在 Google Colab 中下载 Hugging Face 模型时卡在 1%</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/11942-les-utilisateurs-signalent-que-les-telechargements-de-modeles-hugging-face-a-1/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T20:11:58.780067+00:00</news:publication_date><news:title>Les utilisateurs signalent que les téléchargements de modèles Hugging Face restent bloqués à 1% sur Google Colab</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ja/article/11939-pathmap-orgkawen-xian-he-sunofa-jian-enshinnijsontore-suwoti-gong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T19:54:55.645499+00:00</news:publication_date><news:title>Pathmap.orgが文献ベースの発見エンジンにJSONトレースを提供</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11939-pathmap-org-json-cujeog-gineungeul-gajcun-munheon-giban-balgyeon-enjin-jegong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-14T19:54:55.645499+00:00</news:publication_date><news:title>Pathmap.org, JSON 추적 기능을 갖춘 문헌 기반 발견 엔진 제공</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11939-pathmap-org-propose-un-moteur-de-decouverte-base-sur-la-litterature-avec-des/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T19:54:55.645499+00:00</news:publication_date><news:title>Pathmap.org propose un moteur de découverte basé sur la littérature avec des traces JSON</news:title></news:news></url>
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<url><loc>https://korshunov.ai/pt-br/article/11938-falha-ao-carregar-datasets-do-hugging-face-em-notebooks-do-kaggle/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-14T19:47:06.066783+00:00</news:publication_date><news:title>Falha ao carregar datasets do Hugging Face em notebooks do Kaggle</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11938-kaggle-nottbuks-men-hugging-face-ddettaasett-lodd-krne-men-viphl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-14T19:47:06.066783+00:00</news:publication_date><news:title>Kaggle नोटबुक्स में Hugging Face डेटासेट लोड करने में विफल</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11938-kaggleno-tohutsukutehugging-facete-tasetsutonodu-miip-mikashi-bai-suru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-14T19:47:06.066783+00:00</news:publication_date><news:title>KaggleノートブックでHugging Faceデータセットの読み込みが失敗する</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/11938-echec-du-chargement-des-datasets-hugging-face-dans-les-notebooks-kaggle/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-14T19:47:06.066783+00:00</news:publication_date><news:title>Échec du chargement des datasets Hugging Face dans les notebooks Kaggle</news:title></news:news></url>
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</urlset>