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<url><loc>https://korshunov.ai/ko/article/12411-llama-cpp-b10045-mtmdreul-tonghan-tegseuteu-jeonyong-seulros-jeojang-bogweon/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T17:55:35.500275+00:00</news:publication_date><news:title>llama.cpp b10045, mtmd를 통한 텍스트 전용 슬롯 저장/복원 기능 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12411-llama-cpp-b10045-menambahkan-penyimpanan-pemulihan-slot-teks-saja-dengan-mtmd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T17:55:35.500275+00:00</news:publication_date><news:title>llama.cpp b10045 menambahkan penyimpanan/pemulihan slot teks-saja dengan mtmd</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12411-llama-cpp-b10045-tong-guo-mtmd-tian-jia-jin-wen-ben-cao-wei-de-bao-cun-hui-fu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T17:55:35.500275+00:00</news:publication_date><news:title>llama.cpp b10045 通过 mtmd 添加仅文本槽位的保存/恢复功能</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12411-llama-cpp-b10045-adiciona-salvar-restaurar-slots-apenas-de-texto-com-mtmd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T17:55:35.500275+00:00</news:publication_date><news:title>llama.cpp b10045 adiciona salvar/restaurar slots apenas de texto com mtmd</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12411-llama-cpp-b10045-anade-guardar-restaurar-ranuras-solo-de-texto-con-mtmd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T17:55:35.500275+00:00</news:publication_date><news:title>llama.cpp b10045 añade guardar/restaurar ranuras solo de texto con mtmd</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12411-llama-cpp-b10045-adds-text-only-slot-save-restore-with-mtmd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T17:55:35.500275+00:00</news:publication_date><news:title>llama.cpp b10045 adds text-only slot save/restore with mtmd</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12411-llama-cpp-b10045-ajoute-la-sauvegarde-restauration-de-slots-texte-uniquement/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T17:55:35.500275+00:00</news:publication_date><news:title>llama.cpp b10045 ajoute la sauvegarde/restauration de slots texte uniquement avec mtmd</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12411-llama-cpp-b10045-ne-mtmd-ke-saath-kevl-paatth-slontt-shejne-bhaal-krne-kii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T17:55:35.500275+00:00</news:publication_date><news:title>llama.cpp b10045 ने mtmd के साथ केवल-पाठ स्लॉट सहेजने/बहाल करने की सुविधा जोड़ी</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12411-llama-cpp-b10045-dobavliaet-sokhranenie-vosstanovlenie-tekstovykh-slotov-s-mtmd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T17:55:35.500275+00:00</news:publication_date><news:title>llama.cpp b10045 добавляет сохранение/восстановление текстовых слотов с помощью mtmd</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12411-llama-cpp-b10045-ydyf-hfz-st-d-ftht-lns-fqt-m-mtmd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T17:55:35.500275+00:00</news:publication_date><news:title>llama.cpp b10045 يضيف حفظ/استعادة فتحات النص فقط مع mtmd</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12411-llama-cpp-b10045kamtmdniyorutekisutozhuan-yong-surotsutonobao-cun-fu-yuan-wozhui/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T17:55:35.500275+00:00</news:publication_date><news:title>llama.cpp b10045がmtmdによるテキスト専用スロットの保存/復元を追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12408-cars24-ne-openai-ke-saath-baatciit-ko-bddhaayaa-aur-tejii-se-nirmaann-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T17:38:10.364807+00:00</news:publication_date><news:title>Cars24 ने OpenAI के साथ बातचीत को बढ़ाया और तेजी से निर्माण किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12408-cars24-tws-ntq-lmhdtht-wtbny-bsr-bstkhdm-openai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T17:38:10.364807+00:00</news:publication_date><news:title>Cars24 توسع نطاق المحادثات وتبني بسرعة باستخدام OpenAI</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12408-cars24-openairo-daehwa-hwagjang-mic-bbareun-gucug-silhyeon/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T17:38:10.364807+00:00</news:publication_date><news:title>Cars24, OpenAI로 대화 확장 및 빠른 구축 실현</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12408-cars24-met-a-l-echelle-les-conversations-et-accelere-avec-openai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T17:38:10.364807+00:00</news:publication_date><news:title>Cars24 met à l'échelle les conversations et accélère avec OpenAI</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12408-cars24-scales-conversations-and-builds-faster-with-openai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T17:38:10.364807+00:00</news:publication_date><news:title>Cars24 scales conversations and builds faster with OpenAI</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12408-cars24kaopenaitehui-hua-nosuke-rinkutogao-su-hua-woshi-xian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T17:38:10.364807+00:00</news:publication_date><news:title>Cars24がOpenAIで会話のスケーリングと高速化を実現</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12408-cars24li-yong-openaikuo-zhan-dui-hua-gui-mo-bing-jia-su-gou-jian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T17:38:10.364807+00:00</news:publication_date><news:title>Cars24利用OpenAI扩展对话规模并加速构建</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12408-cars24-escala-conversas-e-constroi-mais-rapido-com-openai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T17:38:10.364807+00:00</news:publication_date><news:title>Cars24 escala conversas e constrói mais rápido com OpenAI</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12408-cars24-skala-percakapan-dan-bangun-lebih-cepat-dengan-openai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T17:38:10.364807+00:00</news:publication_date><news:title>Cars24 skala percakapan dan bangun lebih cepat dengan OpenAI</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12408-cars24-escala-conversaciones-y-construye-mas-rapido-con-openai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T17:38:10.364807+00:00</news:publication_date><news:title>Cars24 escala conversaciones y construye más rápido con OpenAI</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12408-cars24-masshtabiruet-dialogi-i-uskoriaet-protsessy-s-pomoshchiu-openai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T17:38:10.364807+00:00</news:publication_date><news:title>Cars24 масштабирует диалоги и ускоряет процессы с помощью OpenAI</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12409-openai-ne-kishor-chatgpt-upyogkrtaaon-ke-lie-study-mode-maataa-pitaa-kii-aur/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T17:21:03.939962+00:00</news:publication_date><news:title>OpenAI ने किशोर ChatGPT उपयोगकर्ताओं के लिए Study Mode, माता-पिता की नियंत्रण और सुरक्षा सुविधाएं जोड़ी हैं</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12409-openai-ajoute-le-mode-etude-des-controles-parentaux-et-des-fonctionnalites-de-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T17:21:03.939962+00:00</news:publication_date><news:title>OpenAI ajoute le mode Étude, des contrôles parentaux et des fonctionnalités de sécurité pour les utilisateurs adolescents de ChatGPT</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12409-openai-adds-study-mode-parental-controls-and-safety-features-for-teen-chatgpt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T17:21:03.939962+00:00</news:publication_date><news:title>OpenAI adds Study Mode, parental controls, and safety features for teen ChatGPT users</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12409-openai-wei-qing-shao-nian-chatgpt-yong-hu-xin-zeng-xue-xi-mo-shi-jia-chang-kong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T17:21:03.939962+00:00</news:publication_date><news:title>OpenAI 为青少年 ChatGPT 用户新增学习模式、家长控制和安全功能</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12409-openai-adiciona-modo-de-estudo-controles-parentais-e-recursos-de-seguranca-para/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T17:21:03.939962+00:00</news:publication_date><news:title>OpenAI adiciona Modo de Estudo, controles parentais e recursos de segurança para usuários adolescentes do ChatGPT</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12409-openai-anade-modo-de-estudio-controles-parentales-y-funciones-de-seguridad-para/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T17:21:03.939962+00:00</news:publication_date><news:title>OpenAI añade modo de estudio, controles parentales y funciones de seguridad para usuarios adolescentes de ChatGPT</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12409-openai-menambahkan-mode-belajar-kontrol-orang-tua-dan-fitur-keamanan-untuk/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T17:21:03.939962+00:00</news:publication_date><news:title>OpenAI menambahkan Mode Belajar, kontrol orang tua, dan fitur keamanan untuk pengguna ChatGPT remaja</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12409-openai-tdyf-wd-ldrs-wdwbt-lwldyn-wmyzt-lslm-lmstkhdmy-chatgpt-mn-lmrhqyn/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T17:21:03.939962+00:00</news:publication_date><news:title>OpenAI تضيف وضع الدراسة، وضوابط الوالدين، وميزات السلامة لمستخدمي ChatGPT من المراهقين</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12409-openai-ceongsonyeon-chatgpt-sayongjareul-wihae-hagseub-modeu-bumo-tongje-mic/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T17:21:03.939962+00:00</news:publication_date><news:title>OpenAI, 청소년 ChatGPT 사용자를 위해 학습 모드, 부모 통제 및 안전 기능 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12409-openai-tei-nxiang-kechatgptnixue-xi-mo-to-qin-nokontoro-ru-an-quan-ji-neng-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T17:21:03.939962+00:00</news:publication_date><news:title>OpenAI、ティーン向けChatGPTに学習モード、親のコントロール、安全機能を追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12409-openai-dobavliaet-rezhim-obucheniia-roditelskii-kontrol-i-funktsii-bezopasnosti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T17:21:03.939962+00:00</news:publication_date><news:title>OpenAI добавляет режим обучения, родительский контроль и функции безопасности для подростков, использующих ChatGPT</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12294-vae-de-bayes-empirico-multimodal-para-modelado-conjunto-longitudinal-y-de-tiempo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T16:58:47.068990+00:00</news:publication_date><news:title>VAE de Bayes Empírico Multimodal para modelado conjunto longitudinal y de tiempo hasta evento</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12294-multimodal-empirical-bayes-vae-for-joint-longitudinal-and-time-to-event-modeling/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T16:58:47.068990+00:00</news:publication_date><news:title>Multimodal Empirical Bayes VAE for joint longitudinal and time-to-event modeling</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12294-multimodalnyi-empiricheskii-baiesovskii-vae-dlia-sovmestnogo-modelirovaniia-i-do/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T16:58:47.068990+00:00</news:publication_date><news:title>Мультимодальный эмпирический байесовский VAE для совместного моделирования лонгитюдных данных и времени до события</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12294-vae-bayes-empirique-multimodal-pour-la-modelisation-conjointe-longitudinale-et-d/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T16:58:47.068990+00:00</news:publication_date><news:title>VAE Bayes empirique multimodal pour la modélisation conjointe longitudinale et temporelle d'événements</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12294-gongdong-jongdan-mic-sigan-sageon-modelringeul-wihan-dajung-modal-gyeongheom-vae/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T16:58:47.068990+00:00</news:publication_date><news:title>공동 종단 및 시간-사건 모델링을 위한 다중 모달 경험 베이지안 VAE</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12294-yong-yu-lian-he-zong-xiang-he-shi-jian-dao-shi-jian-jian-mo-de-duo-mo-tai-jing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T16:58:47.068990+00:00</news:publication_date><news:title>用于联合纵向和时间到事件建模的多模态经验贝叶斯 VAE</news:title></news:news></url>
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<url><loc>https://korshunov.ai/hi/article/12294-snyukt-lonngittyuuddinl-aur-ttaaim-ttuu-iventt-monddling-ke-lie-mlttiimoddl-beys/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T16:58:47.068990+00:00</news:publication_date><news:title>संयुक्त लॉन्गिट्यूडिनल और टाइम-टू-इवेंट मॉडलिंग के लिए मल्टीमोडल एम्पिरिकल बेयस VAE</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ja/article/12290-lighthouse-rlha-sanhuruxiao-lu-de-naanarokuhui-lu-she-ji-notamenozhan-lue-de-ru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T16:19:32.868319+00:00</news:publication_date><news:title>Lighthouse RLは、サンプル効率的なアナログ回路設計のための戦略的リセットポイントを導入</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12290-lighthouse-rl-introduit-des-points-de-reinitialisation-strategiques-pour-un-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T16:19:32.868319+00:00</news:publication_date><news:title>Lighthouse RL introduit des points de réinitialisation stratégiques pour un dimensionnement efficace de circuits analogiques</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ar/article/12290-lighthouse-rl-yqdm-nqt-d-t-yyn-strtyjy-ltkbyr-ldwyr-ltnzry-bkf-ly-fy-l-ynt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T16:19:32.868319+00:00</news:publication_date><news:title>Lighthouse RL يقدم نقاط إعادة تعيين استراتيجية لتكبير الدوائر التناظرية بكفاءة عالية في العينات</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12407-mkhtbr-thinking-machines-yutlq-nmwdhj-inkling-moe-bwzn-mftwh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T16:13:01.498705+00:00</news:publication_date><news:title>مختبر Thinking Machines يُطلق نموذج Inkling MoE بأوزان مفتوحة</news:title></news:news></url>
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<url><loc>https://korshunov.ai/zh-hans/article/12407-thinking-machines-lab-fa-bu-kai-yuan-quan-zhong-inkling-moe-mo-xing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T16:13:01.498705+00:00</news:publication_date><news:title>Thinking Machines Lab 发布开源权重 Inkling MoE 模型</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12407-thinking-mshiins-laib-ne-opn-veitts-inkling-moe-monddl-jaarii-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T16:13:01.498705+00:00</news:publication_date><news:title>थिंकिंग मशीन्स लैब ने ओपन-वेइट्स इंकलिंग MoE मॉडल जारी किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12407-thinking-machines-lab-lanza-el-modelo-moe-inkling-con-pesos-abiertos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T16:13:01.498705+00:00</news:publication_date><news:title>Thinking Machines Lab lanza el modelo MoE Inkling con pesos abiertos</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12407-thinking-machines-lab-publie-le-modele-moe-inkling-en-poids-ouverts/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T16:13:01.498705+00:00</news:publication_date><news:title>Thinking Machines Lab publie le modèle MoE Inkling en poids ouverts</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12407-thinking-machines-lab-vypustila-model-inkling-moe-s-otkrytymi-vesami/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T16:13:01.498705+00:00</news:publication_date><news:title>Thinking Machines Lab выпустила модель Inkling MoE с открытыми весами</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12407-thinking-machines-labi-opeun-weiteu-inkling-moe-model-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T16:13:01.498705+00:00</news:publication_date><news:title>Thinking Machines Lab이 오픈 웨이트 Inkling MoE 모델 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12407-thinking-machines-lab-releases-open-weights-inkling-moe-model/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T16:13:01.498705+00:00</news:publication_date><news:title>Thinking Machines Lab releases open-weights Inkling MoE model</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12407-thinking-machines-lab-merilis-model-moe-inkling-dengan-bobot-terbuka/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T16:13:01.498705+00:00</news:publication_date><news:title>Thinking Machines Lab merilis model MoE Inkling dengan bobot terbuka</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12407-thinking-machines-lab-lanca-modelo-moe-inkling-com-pesos-abertos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T16:13:01.498705+00:00</news:publication_date><news:title>Thinking Machines Lab lança modelo MoE Inkling com pesos abertos</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12404-diffusiongemmanocptmatahadai-ti-tekisutokuo-san-moteruniguan-suruatohaisuwoqiu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T16:03:47.332341+00:00</news:publication_date><news:title>DiffusionGemmaのCPTまたは代替テキスト拡散モデルに関するアドバイスを求める</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12404-mstkhdm-ytlb-nsyh-hwl-cpt-l-diffusiongemma-w-nmdhj-ntshr-lnsws-lbdyl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T16:03:47.332341+00:00</news:publication_date><news:title>مستخدم يطلب نصيحة حول CPT لـ DiffusionGemma أو نماذج انتشار النصوص البديلة</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12404-el-usuario-busca-consejos-sobre-cpt-para-diffusiongemma-o-modelos-de-difusion-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T16:03:47.332341+00:00</news:publication_date><news:title>El usuario busca consejos sobre CPT para DiffusionGemma o modelos de difusión de texto alternativos</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12404-diffusiongemmayi-cpt-ddoneun-daece-tegseuteu-hwagsan-modele-daehan-joeoneul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T16:03:47.332341+00:00</news:publication_date><news:title>DiffusionGemma의 CPT 또는 대체 텍스트 확산 모델에 대한 조언을 구함</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12404-upyogkrtaa-diffusiongemma-ke-lie-cpt-yaa-vaiklpik-paatth-visrnn-monddl-pr-slaah/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T16:03:47.332341+00:00</news:publication_date><news:title>उपयोगकर्ता DiffusionGemma के लिए CPT या वैकल्पिक पाठ विसरण मॉडल पर सलाह चाहते हैं</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12404-polzovatel-ishchet-rekomendatsii-po-cpt-dlia-diffusiongemma-ili-alternativnym/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T16:03:47.332341+00:00</news:publication_date><news:title>Пользователь ищет рекомендации по CPT для DiffusionGemma или альтернативным моделям текстовой диффузии</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12404-user-seeks-advice-on-cpt-for-diffusiongemma-or-alternative-text-diffusion-models/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T16:03:47.332341+00:00</news:publication_date><news:title>User seeks advice on CPT for DiffusionGemma or alternative text diffusion models</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12404-yong-hu-xun-qiu-guan-yu-diffusiongemma-de-cpt-huo-ti-dai-wen-ben-kuo-san-mo-xing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T16:03:47.332341+00:00</news:publication_date><news:title>用户寻求关于 DiffusionGemma 的 CPT 或替代文本扩散模型的建议</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12404-un-utilisateur-demande-des-conseils-sur-le-cpt-pour-diffusiongemma-ou-des-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T16:03:47.332341+00:00</news:publication_date><news:title>Un utilisateur demande des conseils sur le CPT pour DiffusionGemma ou des modèles de diffusion textuelle alternatifs</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12404-usuario-busca-conselhos-sobre-cpt-para-diffusiongemma-ou-modelos-de-difusao-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T16:03:47.332341+00:00</news:publication_date><news:title>Usuário busca conselhos sobre CPT para DiffusionGemma ou modelos de difusão de texto alternativos</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12404-pengguna-mencari-saran-tentang-cpt-untuk-diffusiongemma-atau-model-difusi-teks/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T16:03:47.332341+00:00</news:publication_date><news:title>Pengguna mencari saran tentang CPT untuk DiffusionGemma atau model difusi teks alternatif</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12403-tmt-zl-flux-1-schnell-mn-hf-inference-mm-ytrk-lmstkhdmyn-mn-fy-pro-m-rsd-gyr-qbl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T15:57:08.596210+00:00</news:publication_date><news:title>تمت إزالة FLUX.1-schnell من hf-inference مما يترك المستخدمين من فئة PRO مع أرصدة غير قابلة للاستخدام</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12403-flux-1-schnell-dihapus-dari-hf-inference-meninggalkan-pengguna-pro-dengan-kredit/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T15:57:08.596210+00:00</news:publication_date><news:title>FLUX.1-schnell dihapus dari hf-inference, meninggalkan pengguna PRO dengan kredit yang tidak dapat digunakan</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12403-flux-1-schnell-removed-from-hf-inference-leaving-pro-users-with-unusable-credits/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T15:57:08.596210+00:00</news:publication_date><news:title>FLUX.1-schnell removed from hf-inference leaving PRO users with unusable credits</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12403-flux-1-schnell-eliminado-de-hf-inference-dejando-a-los-usuarios-pro-con-creditos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T15:57:08.596210+00:00</news:publication_date><news:title>FLUX.1-schnell eliminado de hf-inference dejando a los usuarios PRO con créditos inutilizables</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12403-flux-1-schnell-removido-do-hf-inference-deixando-usuarios-pro-com-creditos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T15:57:08.596210+00:00</news:publication_date><news:title>FLUX.1-schnell removido do hf-inference, deixando usuários PRO com créditos inutilizáveis</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12403-flux-1-schnellkahf-inferencekaraxue-chu-sare-proyu-sa-kashi-erukotoni/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T15:57:08.596210+00:00</news:publication_date><news:title>FLUX.1-schnellがhf-inferenceから削除され、PROユーザーが使えないクレジットを抱えることに</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12403-flux-1-schnell-ko-hf-inference-se-httaa-diyaa-gyaa-jisse-pro-upyogkrtaaon-ke-rh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T15:57:08.596210+00:00</news:publication_date><news:title>FLUX.1-schnell को hf-inference से हटा दिया गया, जिससे PRO उपयोगकर्ताओं के पास अउपयोगी क्रेडिट्स रह गए</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12403-flux-1-schnell-udalen-iz-hf-inference-ostaviv-pro-polzovatelei-s-neispolzuemymi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T15:57:08.596210+00:00</news:publication_date><news:title>FLUX.1-schnell удалён из hf-inference, оставив PRO-пользователей с неиспользуемыми кредитами</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12403-flux-1-schnell-supprime-de-hf-inference-laissant-les-utilisateurs-pro-avec-des/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T15:57:08.596210+00:00</news:publication_date><news:title>FLUX.1-schnell supprimé de hf-inference, laissant les utilisateurs PRO avec des crédits inutilisables</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12403-flux-1-schnell-cong-hf-inference-zhong-yi-chu-dao-zhi-pro-yong-hu-chi-you-wu-fa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T15:57:08.596210+00:00</news:publication_date><news:title>FLUX.1-schnell 从 hf-inference 中移除，导致 PRO 用户持有无法使用的积分</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12403-flux-1-schnelli-hf-inferenceeseo-jegeodoeeo-pro-sayongjaga-sayong-bulga-boyuhage/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T15:57:08.596210+00:00</news:publication_date><news:title>FLUX.1-schnell이 hf-inference에서 제거되어 PRO 사용자가 사용 불가 크레딧을 보유하게 됨</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ja/article/12402-hugging-facenokai-fa-zhe-kapostmannodai-ti-toshiteapidog-cliwotan-ru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T15:48:54.752334+00:00</news:publication_date><news:title>Hugging Faceの開発者がPostmanの代替としてApidog CLIを探る</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ko/article/12384-thinking-machinesga-975b-paramiteo-opeun-weiteu-meoltimodal-model-inkling-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T15:19:42.101679+00:00</news:publication_date><news:title>Thinking Machines가 975B 파라미터 오픈 웨이트 멀티모달 모델 'Inkling' 출시</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/12369-l-ajustement-fin-adapte-au-corpus-ameliore-le-rappel-de-la-recuperation-du-sql/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T11:31:36.952915+00:00</news:publication_date><news:title>L'ajustement fin adapté au corpus améliore le rappel de la récupération du schéma SQL</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12368-mettaa-lrning-phremvrk-nyuuntm-praathmiktaa-ddettaa-ke-saath-bhubhaassii-llm-ko/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T11:16:54.094254+00:00</news:publication_date><news:title>मेटा-लर्निंग फ्रेमवर्क न्यूनतम प्राथमिकता डेटा के साथ बहुभाषी LLM एलाइनमेंट को सक्षम बनाता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12368-tr-lt-lm-lfyq-ymkwn-mhdh-nmdhj-llgt-lmt-dd-bbynt-tfdyl-dny/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T11:16:54.094254+00:00</news:publication_date><news:title>إطار التعلم الفائق يمكّن محاذاة نماذج اللغات المتعددة ببيانات تفضيل دنيا</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ko/article/12368-metareoning-peureimweokeuga-coesohanyi-seonho-deiteoro-dagugeo-llm-jeongryeoleul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T11:16:54.094254+00:00</news:publication_date><news:title>메타러닝 프레임워크가 최소한의 선호 데이터로 다국어 LLM 정렬을 가능하게 함</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12368-metara-ninkuhure-muwa-kukazui-xiao-xian-nohao-yi-te-tateduo-yan-yu-neng-nisuru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T11:16:54.094254+00:00</news:publication_date><news:title>メタラーニングフレームワークが最小限の好意データで多言語LLMアライメントを可能にする</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12368-freimvork-metaobucheniia-obespechivaet-mnogoiazychnuiu-nastroiku-llm-pri-dannykh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T11:16:54.094254+00:00</news:publication_date><news:title>Фреймворк метаобучения обеспечивает многоязычную настройку LLM при минимальном количестве предпочтительных данных</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12368-un-marco-de-aprendizaje-por-meta-aprendizaje-permite-la-alineacion-multilingue/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T11:16:54.094254+00:00</news:publication_date><news:title>Un marco de aprendizaje por meta-aprendizaje permite la alineación multilingüe de LLM con datos mínimos de preferencia</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12368-meta-learning-framework-enables-multilingual-llm-alignment-with-minimal-data/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T11:16:54.094254+00:00</news:publication_date><news:title>Meta-learning framework enables multilingual LLM alignment with minimal preference data</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12368-yuan-xue-xi-kuang-jia-shi-xian-yong-ji-shao-pian-hao-shu-ju-de-duo-yu-yan-da-mo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T11:16:54.094254+00:00</news:publication_date><news:title>元学习框架实现用极少偏好数据的多语言大模型对齐</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12368-un-cadre-d-apprentissage-par-meta-apprentissage-permet-l-alignement-de-llm-avec/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T11:16:54.094254+00:00</news:publication_date><news:title>Un cadre d'apprentissage par méta-apprentissage permet l'alignement de LLM multilingues avec un minimum de données de préférence</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12368-framework-de-meta-aprendizado-permite-alinhamento-multilingue-de-llms-com-dados/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T11:16:54.094254+00:00</news:publication_date><news:title>Framework de meta-aprendizado permite alinhamento multilíngue de LLMs com dados mínimos de preferência</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12367-issledovanie-vyiavilo-chto-skrytye-sostoianiia-obnaruzhivaiut-falsifikatsiiu-v-i/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T11:09:24.599180+00:00</news:publication_date><news:title>Исследование выявило, что скрытые состояния обнаруживают фальсификацию выравнивания в Qwen3-32B и Llama-3.1-8B</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12367-un-estudio-revela-que-los-estados-ocultos-muestran-simulacion-de-alineacion-en-y/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T11:09:24.599180+00:00</news:publication_date><news:title>Un estudio revela que los estados ocultos muestran simulación de alineación en Qwen3-32B y Llama-3.1-8B</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12367-yan-jiu-fa-xian-yin-cang-zhuang-tai-ke-jie-shi-qwen3-32bhe-llama-3-1-8bzhong-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T11:09:24.599180+00:00</news:publication_date><news:title>研究发现隐藏状态可揭示Qwen3-32B和Llama-3.1-8B中的对齐伪装行为</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12367-estudo-revela-que-estados-ocultos-expoem-falsificacao-de-alinhamento-no-qwen3-e/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T11:09:24.599180+00:00</news:publication_date><news:title>Estudo revela que estados ocultos expõem falsificação de alinhamento no Qwen3-32B e Llama-3.1-8B</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12367-studi-menemukan-keadaan-tersembunyi-mengungkap-pemalsuan-keselarasan-pada-qwen3/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T11:09:24.599180+00:00</news:publication_date><news:title>Studi menemukan keadaan tersembunyi mengungkap pemalsuan keselarasan pada Qwen3-32B dan Llama-3.1-8B</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12367-une-etude-revele-que-les-etats-caches-mettent-en-evidence-le-simulacre-d-dans-et/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T11:09:24.599180+00:00</news:publication_date><news:title>Une étude révèle que les états cachés mettent en évidence le simulacre d'alignement dans Qwen3-32B et Llama-3.1-8B</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12367-adhyyn-se-ptaa-cltaa-hai-ki-chipii-huii-avsthaaen-qwen3-32b-aur-llama-3-1-8b-men/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T11:09:24.599180+00:00</news:publication_date><news:title>अध्ययन से पता चलता है कि छिपी हुई अवस्थाएं Qwen3-32B और Llama-3.1-8B में संरेखण धोखे को उजागर करती हैं</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12367-study-finds-hidden-states-reveal-alignment-faking-in-qwen3-32b-and-llama-3-1-8b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T11:09:24.599180+00:00</news:publication_date><news:title>Study finds hidden states reveal alignment faking in Qwen3-32B and Llama-3.1-8B</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12367-qwen3-32b-mic-llama-3-1-8beseo-jeongryeol-wijoreul-deureonaeneun-sumgyeojin/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T11:09:24.599180+00:00</news:publication_date><news:title>Qwen3-32B 및 Llama-3.1-8B에서 정렬 위조를 드러내는 숨겨진 상태 발견</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12367-qwen3-32boyohillama-3-1-8bniokeruaraimentowei-zhuang-woyin-rezhuang-tai-kaming/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T11:09:24.599180+00:00</news:publication_date><news:title>Qwen3-32BおよびLlama-3.1-8Bにおけるアライメント偽装を隠れ状態が明らかにする研究</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12367-drs-tkshf-n-lhlt-lmkhfy-tkshf-n-ltzwyr-fy-lmwm-fy-qwen3-32b-wllama-3-1-8b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T11:09:24.599180+00:00</news:publication_date><news:title>دراسة تكشف أن الحالات المخفية تكشف عن التزوير في المواءمة في Qwen3-32B وLlama-3.1-8B</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12366-llm-as-a-judge-xin-hao-wu-fa-you-hua-bi-huan-biao-ge-shi-bie/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T10:48:04.349337+00:00</news:publication_date><news:title>LLM-as-a-judge 信号无法优化闭环表格识别</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12366-llm-as-a-judge-snket-bnd-luup-taalikaa-phcaan-ko-anukuulit-krne-men-viphl-rhe/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T10:48:04.349337+00:00</news:publication_date><news:title>LLM-as-a-judge संकेत बंद-लूप तालिका पहचान को अनुकूलित करने में विफल रहे</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12366-les-signaux-llm-as-a-judge-echouent-a-optimiser-la-reconnaissance-de-tableaux-en/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T10:48:04.349337+00:00</news:publication_date><news:title>Les signaux LLM-as-a-judge échouent à optimiser la reconnaissance de tableaux en boucle fermée</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12366-llm-as-a-judge-sinhoneun-pyerupeu-pyo-insigeul-coejeoghwahaji-mosham/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T10:48:04.349337+00:00</news:publication_date><news:title>LLM-as-a-judge 신호는 폐루프 표 인식을 최적화하지 못함</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12366-llm-as-a-judgenoxin-hao-habi-ru-hubiao-ren-shi-nozui-shi-hua-nishi-bai-suru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T10:48:04.349337+00:00</news:publication_date><news:title>LLM-as-a-judgeの信号は閉ループ表認識の最適化に失敗する</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12366-sinais-de-llm-as-a-judge-falham-em-otimizar-o-reconhecimento-de-tabelas-em-loop/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T10:48:04.349337+00:00</news:publication_date><news:title>Sinais de LLM-as-a-judge falham em otimizar o reconhecimento de tabelas em loop fechado</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12366-llm-as-a-judge-signals-fail-to-optimize-closed-loop-table-recognition/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T10:48:04.349337+00:00</news:publication_date><news:title>LLM-as-a-judge signals fail to optimize closed-loop table recognition</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12366-shrt-llm-as-a-judge-tfshl-fy-thsyn-lt-rf-l-ljdwl-fy-hlq-mglq/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T10:48:04.349337+00:00</news:publication_date><news:title>إشارات LLM-as-a-judge تفشل في تحسين التعرف على الجداول في حلقة مغلقة</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12366-signaly-llm-as-a-judge-ne-optimiziruiut-zakrytyi-tsikl-raspoznavaniia-tablits/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T10:48:04.349337+00:00</news:publication_date><news:title>Сигналы LLM-as-a-judge не оптимизируют закрытый цикл распознавания таблиц</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12366-las-senales-de-llm-as-a-judge-no-optimizan-el-reconocimiento-de-tablas-en-bucle/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T10:48:04.349337+00:00</news:publication_date><news:title>Las señales de LLM-as-a-judge no optimizan el reconocimiento de tablas en bucle cerrado</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12366-sinyal-llm-as-a-judge-gagal-mengoptimalkan-pengenalan-tabel-loop-tertutup/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T10:48:04.349337+00:00</news:publication_date><news:title>Sinyal LLM-as-a-judge gagal mengoptimalkan pengenalan tabel loop tertutup</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12365-pos-prt-irabu-ryukyuan-ke-svcaalit-antrrekhiiy-glonsing-ke-lie-aavshyk-ddettaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T10:39:40.899022+00:00</news:publication_date><news:title>POS परत Irabu Ryukyuan के स्वचालित अंतररेखीय ग्लॉसिंग के लिए आवश्यक डेटा को आधा कर देती है</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12365-la-capa-pos-reduce-a-la-mitad-los-datos-necesarios-para-la-glosado-interlineado/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T10:39:40.899022+00:00</news:publication_date><news:title>La capa POS reduce a la mitad los datos necesarios para la glosado interlineado automatizado del Ryukyuan de Irabu</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12365-tqll-tbq-pos-lbynt-llzm-llt-lyq-lfwry-lly-llg-rbw-rywkyw-l-lnsf/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T10:39:40.899022+00:00</news:publication_date><news:title>تقلل طبقة POS البيانات اللازمة للتعليق الفوري الآلي للغة إرابو ريوكيو إلى النصف</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ja/article/12348-memconhallme-shientonotamenoshi-ying-de-memoriguan-li-woxue-xi-suru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T07:04:45.059335+00:00</news:publication_date><news:title>MemConはLLMエージェントのための適応的メモリ管理を学習する</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12348-memconeun-llm-eijeonteureul-wihan-jeogeunghyeong-memori-gwanrireul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T07:04:45.059335+00:00</news:publication_date><news:title>MemCon은 LLM 에이전트를 위한 적응형 메모리 관리를 학습합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12348-memcon-uchit-adaptivnomu-upravleniiu-pamiatiu-dlia-agentov-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T07:04:45.059335+00:00</news:publication_date><news:title>MemCon учит адаптивному управлению памятью для агентов LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12348-memcon-aprende-gestion-adaptativa-de-memoria-para-agentes-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T07:04:45.059335+00:00</news:publication_date><news:title>MemCon aprende gestión adaptativa de memoria para agentes LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12348-memcon-wei-llm-zhi-neng-ti-xue-xi-zi-gua-ying-nei-cun-guan-li/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T07:04:45.059335+00:00</news:publication_date><news:title>MemCon 为 LLM 智能体学习自适应内存管理</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12348-memcon-apprend-la-gestion-adaptative-de-la-memoire-pour-les-agents-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T07:04:45.059335+00:00</news:publication_date><news:title>MemCon apprend la gestion adaptative de la mémoire pour les agents LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12348-memcon-belajar-manajemen-memori-adaptif-untuk-agen-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T07:04:45.059335+00:00</news:publication_date><news:title>MemCon belajar manajemen memori adaptif untuk agen LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12348-yt-lm-memcon-dr-ldhkr-ltkyfy-lwkl-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T07:04:45.059335+00:00</news:publication_date><news:title>يتعلم MemCon إدارة الذاكرة التكيفية لوكلاء LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12347-canahure-muwa-kukallme-shientonoli-shi-de-lei-tui-fa-jian-neng-li-woxiang-shang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T06:56:41.235604+00:00</news:publication_date><news:title>CANAフレームワークがLLMエージェントの歴史的類推発見能力を向上</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12347-cana-peureimweokeuga-llm-eijeonteuyi-yeogsajeog-yucu-balgyeon-neungryeog/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T06:56:41.235604+00:00</news:publication_date><news:title>CANA 프레임워크가 LLM 에이전트의 역사적 유추 발견 능력 향상</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12347-tr-ml-cana-yhsn-qdr-wkl-lnmdhj-llgwy-lkbyr-l-l-thwr-l-ltnzrt-ltrykhy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T06:56:41.235604+00:00</news:publication_date><news:title>إطار عمل CANA يحسن قدرة وكلاء النماذج اللغوية الكبيرة على العثور على التناظرات التاريخية</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12347-cana-phremvrk-llm-ejentts-kii-aitihaasik-upmaaen-khojne-kii-kssmtaa-ko-behtr-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T06:56:41.235604+00:00</news:publication_date><news:title>CANA फ्रेमवर्क LLM एजेंट्स की ऐतिहासिक उपमाएँ खोजने की क्षमता को बेहतर बनाता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12347-le-cadre-cana-ameliore-la-capacite-des-agents-llm-a-trouver-des-analogies/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T06:56:41.235604+00:00</news:publication_date><news:title>Le cadre CANA améliore la capacité des agents LLM à trouver des analogies historiques</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12347-kerangka-kerja-cana-meningkatkan-kemampuan-agen-llm-dalam-menemukan-analogi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T06:56:41.235604+00:00</news:publication_date><news:title>Kerangka kerja CANA meningkatkan kemampuan agen LLM dalam menemukan analogi historis</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12347-cana-framework-improves-llm-agents-ability-to-find-historical-analogies/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T06:56:41.235604+00:00</news:publication_date><news:title>CANA framework improves LLM agents' ability to find historical analogies</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12347-freimvork-cana-uluchshaet-sposobnost-agentov-llm-nakhodit-istoricheskie-analogii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T06:56:41.235604+00:00</news:publication_date><news:title>Фреймворк CANA улучшает способность агентов LLM находить исторические аналогии</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12347-el-marco-cana-mejora-la-capacidad-de-los-agentes-llm-para-encontrar-analogias/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T06:56:41.235604+00:00</news:publication_date><news:title>El marco CANA mejora la capacidad de los agentes LLM para encontrar analogías históricas</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12347-canakuang-jia-ti-sheng-liao-da-yu-yan-mo-xing-zhi-neng-ti-xun-zhao-li-shi-lei-bi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T06:56:41.235604+00:00</news:publication_date><news:title>CANA框架提升了大语言模型智能体寻找历史类比的能力</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12347-framework-cana-melhora-a-capacidade-de-agentes-llm-de-encontrar-analogias/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T06:56:41.235604+00:00</news:publication_date><news:title>Framework CANA melhora a capacidade de agentes LLM de encontrar analogias históricas</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12346-canoni-reibeul-eobsneun-jagi-jeungryu-label-free-self-distillation-reul-wihan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T06:50:27.057216+00:00</news:publication_date><news:title>CANON이 레이블 없는 자기 증류(label-free self-distillation)를 위한 밀집 토큰 수준 감독으로 합의를 전환하다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12346-canon-transforme-le-consensus-en-supervision-dense-au-niveau-des-tokens-pour-l/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T06:50:27.057216+00:00</news:publication_date><news:title>CANON transforme le consensus en supervision dense au niveau des tokens pour l'auto-distillation sans étiquette</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12346-thwl-canon-ljm-l-shrf-kthyf-l-mstw-lrmwz-lltdryb-ldhty-lkhly-mn-ltsmyt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T06:50:27.057216+00:00</news:publication_date><news:title>تحول CANON الإجماع إلى إشراف كثيف على مستوى الرموز للتدريب الذاتي الخالي من التسميات</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/12346-canonjiang-gong-shi-zhuan-hua-wei-wu-biao-qian-zi-zheng-liu-zhong-de-mi-ji-jian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-16T06:50:27.057216+00:00</news:publication_date><news:title>CANON将共识转化为无标签自蒸馏中的密集token级监督</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12346-canon-prevrashchaet-konsensus-v-plotnoe-tokeno-urovnevoe-obuchenie-dlia-bez/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T06:50:27.057216+00:00</news:publication_date><news:title>CANON превращает консенсус в плотное токено-уровневое обучение для самодистилляции без меток</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12346-canon-convierte-el-consenso-en-supervision-densa-a-nivel-de-token-para-auto-sin/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T06:50:27.057216+00:00</news:publication_date><news:title>CANON convierte el consenso en supervisión densa a nivel de token para auto-distilación sin etiquetas</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12346-canon-transforma-consenso-em-supervisao-densa-por-token-para-auto-distilacao-sem/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T06:50:27.057216+00:00</news:publication_date><news:title>CANON transforma consenso em supervisão densa por token para auto-distilação sem rótulos</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12346-canon-turns-consensus-into-dense-token-level-supervision-for-label-free-self/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T06:50:27.057216+00:00</news:publication_date><news:title>CANON turns consensus into dense token-level supervision for label-free self-distillation</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/12346-canon-lebl-phrii-selph-ddisttileshn-ke-lie-knsenss-ko-ghntv-ttokn-str-kii-men/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-16T06:50:27.057216+00:00</news:publication_date><news:title>CANON लेबल-फ्री सेल्फ-डिस्टिलेशन के लिए कंसेंसस को घनत्व टोकन-स्तर की निगरानी में बदलता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12346-canon-mengubah-konsensus-menjadi-pengawasan-tingkat-token-yang-padat-untuk-bebas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T06:50:27.057216+00:00</news:publication_date><news:title>CANON mengubah konsensus menjadi pengawasan tingkat token yang padat untuk distilasi mandiri bebas label</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12346-canonkakonsensasuworaherunashizi-ji-zheng-liu-notamenomi-nato-kunreherunojiao/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T06:50:27.057216+00:00</news:publication_date><news:title>CANONがコンセンサスをラベルなし自己蒸留のための密なトークンレベルの教師信号に変える</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/12345-harness-agen-yang-berevolusi-sendiri-meningkatkan-kinerja-model-beku-sebesar-9/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T06:41:54.726650+00:00</news:publication_date><news:title>Harness agen yang berevolusi sendiri meningkatkan kinerja model beku sebesar 9 hingga 15,5 pp</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/12345-d-wkyl-dhty-lttwr-thsn-d-lnmwdhj-lmjmd-bnsb-9-l-15-5-nqt-mywy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T06:41:54.726650+00:00</news:publication_date><news:title>أداة وكيل ذاتي التطور تحسن أداء النموذج المجمد بنسبة 9 إلى 15.5 نقطة مئوية</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/12345-zi-ji-jin-hua-xing-e-shientoha-nesukadong-jie-moterunoxing-neng-wo9-15-5ppxiang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-16T06:41:54.726650+00:00</news:publication_date><news:title>自己進化型エージェントハーネスが凍結モデルの性能を9〜15.5pp向上</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/12345-jagijinhwa-eijeonteu-haneseuga-donggyeol-model-seongneungeul-9-15-5pp-hyangsang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-16T06:41:54.726650+00:00</news:publication_date><news:title>자기진화 에이전트 하네스가 동결 모델 성능을 9~15.5pp 향상</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/12345-el-arnes-de-agente-autoevolutivo-mejora-el-rendimiento-del-modelo-congelado-9-y/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-16T06:41:54.726650+00:00</news:publication_date><news:title>El arnés de agente autoevolutivo mejora el rendimiento del modelo congelado entre 9 y 15,5 pp</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/12345-un-harnais-d-agent-auto-evolutif-ameliore-les-performances-des-modeles-figes-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T06:41:54.726650+00:00</news:publication_date><news:title>Un harnais d'agent auto-évolutif améliore les performances des modèles figés de 9 à 15,5 pp</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/12345-armacao-de-agente-autoevolutiva-melhora-desempenho-de-modelo-congelado-em-9-a-pp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-16T06:41:54.726650+00:00</news:publication_date><news:title>Armação de agente autoevolutiva melhora desempenho de modelo congelado em 9 a 15,5 pp</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/12345-self-evolving-agent-harness-improves-frozen-model-performance-by-9-to-15-5pp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-16T06:41:54.726650+00:00</news:publication_date><news:title>Self-evolving agent harness improves frozen model performance by 9 to 15.5pp</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/12345-samosovershenstvuiushchiisia-agentnyi-karkas-uluchshaet-pokazateli-zamorozhennoi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-16T06:41:54.726650+00:00</news:publication_date><news:title>Самосовершенствующийся агентный каркас улучшает показатели замороженной модели на 9–15,5 процентных пункта</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ar/article/12343-yqdm-groc-po-thsyn-tfdylt-lsyq-lmtjdhr-ltqlyl-lhlwst-mt-dd-lwsyt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-16T06:24:32.855161+00:00</news:publication_date><news:title>يقدم Groc-PO تحسين تفضيلات السياق المتجذر لتقليل الهلوسات متعددة الوسائط</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/12279-haifan-gong-demande-l-ajout-du-benchmark-ctgroundbench-au-hub-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-16T03:21:26.495876+00:00</news:publication_date><news:title>Haifan Gong demande l'ajout du benchmark CTGroundBench au Hub Hugging Face</news:title></news:news></url>
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<url><loc>https://korshunov.ai/id/article/12278-pengguna-bertanya-cara-menghosting-dataset-lapisan-gis-sebagai-tautan-http-di/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-16T03:12:40.722508+00:00</news:publication_date><news:title>Pengguna bertanya cara menghosting dataset lapisan GIS sebagai tautan HTTP di Hugging Face Spaces</news:title></news:news></url>
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