<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:news="http://www.google.com/schemas/sitemap-news/0.9">
<url><loc>https://korshunov.ai/en/article/15853-qwen-3-8-max-released-ranking-2-in-vision-arena/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-03T10:20:48.177238+00:00</news:publication_date><news:title>Qwen 3.8-Max released, ranking #2 in Vision Arena</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15853-vypushchen-qwen-3-8-max-zaniavshii-2-mesto-v-vision-arena/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-03T10:20:48.177238+00:00</news:publication_date><news:title>Выпущен Qwen 3.8-Max, занявший #2 место в Vision Arena</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15853-qwen-3-8-max-lanzado-ocupa-el-puesto-2-en-vision-arena/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-03T10:20:48.177238+00:00</news:publication_date><news:title>Qwen 3.8-Max lanzado, ocupa el puesto #2 en Vision Arena</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15853-qwen-3-8-max-lancado-ocupando-a-posicao-2-no-vision-arena/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-03T10:20:48.177238+00:00</news:publication_date><news:title>Qwen 3.8-Max lançado, ocupando a posição #2 no Vision Arena</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15853-qwen-3-8-max-jaarii-vision-arena-men-2-pr-raink/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-03T10:20:48.177238+00:00</news:publication_date><news:title>Qwen 3.8-Max जारी, Vision Arena में #2 पर रैंक</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15853-qwen-3-8-max-kariri-susare-vision-arena-te-2-nirankuin/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-03T10:20:48.177238+00:00</news:publication_date><news:title>Qwen 3.8-Max がリリースされ、Vision Arena で #2 にランクイン</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15853-qwen-3-8-max-culsi-vision-arenaeseo-2wi-girog/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-03T10:20:48.177238+00:00</news:publication_date><news:title>Qwen 3.8-Max 출시, Vision Arena에서 #2위 기록</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15853-qwen-3-8-max-publie-classe-2-dans-vision-arena/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-03T10:20:48.177238+00:00</news:publication_date><news:title>Qwen 3.8-Max publié, classé #2 dans Vision Arena</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15853-qwen-3-8-max-dirilis-peringkat-2-di-vision-arena/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-03T10:20:48.177238+00:00</news:publication_date><news:title>Qwen 3.8-Max dirilis, peringkat #2 di Vision Arena</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15853-tlq-qwen-3-8-max-yhtl-lmrtb-2-fy-vision-arena/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-03T10:20:48.177238+00:00</news:publication_date><news:title>إطلاق Qwen 3.8-Max، يحتل المرتبة #2 في Vision Arena</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15852-llama-cpp-b10238-adds-mtp-support-for-qwen3-next/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-03T10:12:09.979149+00:00</news:publication_date><news:title>llama.cpp b10238 adds MTP support for Qwen3-Next</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15852-llama-cpp-b10238-dobavliaet-podderzhku-mtp-dlia-qwen3-next/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-03T10:12:09.979149+00:00</news:publication_date><news:title>llama.cpp b10238 добавляет поддержку MTP для Qwen3-Next</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15852-llama-cpp-b10238-anade-soporte-para-mtp-en-qwen3-next/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-03T10:12:09.979149+00:00</news:publication_date><news:title>llama.cpp b10238 añade soporte para MTP en Qwen3-Next</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15852-llama-cpp-b10238-wei-qwen3-next-tian-jia-mtp-zhi-chi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-03T10:12:09.979149+00:00</news:publication_date><news:title>llama.cpp b10238 为 Qwen3-Next 添加 MTP 支持</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15852-llama-cpp-b10238-adiciona-suporte-para-mtp-no-qwen3-next/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-03T10:12:09.979149+00:00</news:publication_date><news:title>llama.cpp b10238 adiciona suporte para MTP no Qwen3-Next</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15852-llama-cpp-b10238-ne-qwen3-next-ke-lie-mtp-smrthn-joddaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-03T10:12:09.979149+00:00</news:publication_date><news:title>llama.cpp b10238 ने Qwen3-Next के लिए MTP समर्थन जोड़ा</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15852-llama-cpp-b10238-ka-qwen3-next-no-mtp-saho-towozhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-03T10:12:09.979149+00:00</news:publication_date><news:title>llama.cpp b10238 が Qwen3-Next の MTP サポートを追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15852-llama-cpp-b10238i-qwen3-nexte-daehan-mtp-jiweoneul-cugahaessseubnida/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-03T10:12:09.979149+00:00</news:publication_date><news:title>llama.cpp b10238이 Qwen3-Next에 대한 MTP 지원을 추가했습니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15852-llama-cpp-b10238-ajoute-le-support-mtp-pour-qwen3-next/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-03T10:12:09.979149+00:00</news:publication_date><news:title>llama.cpp b10238 ajoute le support MTP pour Qwen3-Next</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15852-llama-cpp-b10238-menambahkan-dukungan-mtp-untuk-qwen3-next/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-03T10:12:09.979149+00:00</news:publication_date><news:title>llama.cpp b10238 menambahkan dukungan MTP untuk Qwen3-Next</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15852-ydyf-llama-cpp-b10238-d-m-mtp-l-qwen3-next/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-03T10:12:09.979149+00:00</news:publication_date><news:title>يضيف llama.cpp b10238 دعم MTP لـ Qwen3-Next</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15849-llama-cpp-b10237-adds-mtp-support-for-deepseek-v3-2/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-03T09:02:31.101480+00:00</news:publication_date><news:title>llama.cpp b10237 adds MTP support for DeepSeek V3.2</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15849-llama-cpp-b10237-dobavliaet-podderzhku-mtp-dlia-deepseek-v3-2/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-03T09:02:31.101480+00:00</news:publication_date><news:title>llama.cpp b10237 добавляет поддержку MTP для DeepSeek V3.2</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15849-llama-cpp-b10237-anade-soporte-para-mtp-en-deepseek-v3-2/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-03T09:02:31.101480+00:00</news:publication_date><news:title>llama.cpp b10237 añade soporte para MTP en DeepSeek V3.2</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15849-llama-cpp-b10237-wei-deepseek-v3-2-tian-jia-mtp-zhi-chi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-03T09:02:31.101480+00:00</news:publication_date><news:title>llama.cpp b10237 为 DeepSeek V3.2 添加 MTP 支持</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15849-llama-cpp-b10237-adiciona-suporte-para-mtp-no-deepseek-v3-2/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-03T09:02:31.101480+00:00</news:publication_date><news:title>llama.cpp b10237 adiciona suporte para MTP no DeepSeek V3.2</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15849-llama-cpp-b10237-ne-deepseek-v3-2-ke-lie-mtp-smrthn-joddaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-03T09:02:31.101480+00:00</news:publication_date><news:title>llama.cpp b10237 ने DeepSeek V3.2 के लिए MTP समर्थन जोड़ा है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15849-llama-cpp-b10237-ka-deepseek-v3-2-no-mtp-saho-towozhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-03T09:02:31.101480+00:00</news:publication_date><news:title>llama.cpp b10237 が DeepSeek V3.2 の MTP サポートを追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15849-llama-cpp-b10237-deepseek-v3-2yong-mtp-jiweon-cuga/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-03T09:02:31.101480+00:00</news:publication_date><news:title>llama.cpp b10237, DeepSeek V3.2용 MTP 지원 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15849-llama-cpp-b10237-ajoute-le-support-mtp-pour-deepseek-v3-2/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-03T09:02:31.101480+00:00</news:publication_date><news:title>llama.cpp b10237 ajoute le support MTP pour DeepSeek V3.2</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15849-llama-cpp-b10237-menambahkan-dukungan-mtp-untuk-deepseek-v3-2/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-03T09:02:31.101480+00:00</news:publication_date><news:title>llama.cpp b10237 menambahkan dukungan MTP untuk DeepSeek V3.2</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15849-df-llama-cpp-b10237-d-m-mtp-l-deepseek-v3-2/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-03T09:02:31.101480+00:00</news:publication_date><news:title>إضافة llama.cpp b10237 دعم MTP لـ DeepSeek V3.2</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15833-minimax-ttlq-nzm-h3-ltwlydy-mt-dd-lwsyt-l-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-03T08:20:23.514465+00:00</news:publication_date><news:title>MiniMax تطلق نظام H3 التوليدي متعدد الوسائط على Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15833-minimax-releases-h3-omni-modal-generative-system-on-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-03T08:20:23.514465+00:00</news:publication_date><news:title>MiniMax releases H3 omni-modal generative system on Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15833-minimax-vypustila-omnimodalnuiu-generativnuiu-sistemu-h3-na-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-03T08:20:23.514465+00:00</news:publication_date><news:title>MiniMax выпустила омнимодальную генеративную систему H3 на Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15833-minimax-lanza-el-sistema-generativo-omnimodal-h3-en-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-03T08:20:23.514465+00:00</news:publication_date><news:title>MiniMax lanza el sistema generativo omnimodal H3 en Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15833-minimax-lanca-sistema-generativo-omnimodal-h3-no-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-03T08:20:23.514465+00:00</news:publication_date><news:title>MiniMax lança sistema generativo omnimodal H3 no Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15833-minimax-ne-hugging-face-pr-h3-omniimoddl-jnrettiv-sisttm-jaarii-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-03T08:20:23.514465+00:00</news:publication_date><news:title>MiniMax ने Hugging Face पर H3 ओमनीमोडल जनरेटिव सिस्टम जारी किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15833-minimaxkahugging-facenih3omunimo-tarusheng-cheng-shisutemuworiri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-03T08:20:23.514465+00:00</news:publication_date><news:title>MiniMaxがHugging FaceにH3オムニモーダル生成システムをリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15833-minimax-hugging-facee-h3-olmodal-saengseong-siseutem-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-03T08:20:23.514465+00:00</news:publication_date><news:title>MiniMax, Hugging Face에 H3 올모달 생성 시스템 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15833-minimax-lance-le-systeme-generatif-omnimodal-h3-sur-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-03T08:20:23.514465+00:00</news:publication_date><news:title>MiniMax lance le système génératif omnimodal H3 sur Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15833-minimax-merilis-sistem-generatif-omni-modal-h3-di-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-03T08:20:23.514465+00:00</news:publication_date><news:title>MiniMax merilis sistem generatif omni-modal H3 di Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15846-huggingface-researchers-propose-cerberus-guardian-llm-after-claude-and-gpt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-03T08:12:10.583352+00:00</news:publication_date><news:title>HuggingFace researchers propose Cerberus guardian LLM after Claude and GPT breaches</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15846-issledovateli-huggingface-predlagaiut-model-strazh-cerberus-posle-intsidentov-s/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-03T08:12:10.583352+00:00</news:publication_date><news:title>Исследователи HuggingFace предлагают модель-страж Cerberus после инцидентов с Claude и GPT</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15846-investigadores-de-huggingface-proponen-el-modelo-guardian-cerberus-tras-brechas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-03T08:12:10.583352+00:00</news:publication_date><news:title>Investigadores de HuggingFace proponen el modelo guardián Cerberus tras brechas en Claude y GPT</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15846-huggingfaceyan-jiu-ren-yuan-zai-claudehe-gptfa-sheng-an-quan-lou-dong-hou-ti-chu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-03T08:12:10.583352+00:00</news:publication_date><news:title>HuggingFace研究人员在Claude和GPT发生安全漏洞后提出Cerberus守护者LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15846-pesquisadores-do-huggingface-propoem-o-modelo-guardiao-cerberus-apos-violacoes-e/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-03T08:12:10.583352+00:00</news:publication_date><news:title>Pesquisadores do HuggingFace propõem o modelo guardião Cerberus após violações de Claude e GPT</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15846-klaaudd-aur-jiipiittii-ke-ullnghn-ke-baad-hgingphes-shodhkrtaaon-ne-serbers-kaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-03T08:12:10.583352+00:00</news:publication_date><news:title>क्लाउड और जीपीटी के उल्लंघन के बाद हगिंगफेस शोधकर्ताओं ने सेरबेरस गार्डियन एलएलएम का प्रस्ताव रखा</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15846-claudeyagptnoqin-hai-hou-huggingfaceyan-jiu-zhe-kacerberuska-torianllmwoti-an/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-03T08:12:10.583352+00:00</news:publication_date><news:title>ClaudeやGPTの侵害後、HuggingFace研究者がCerberusガードリアンLLMを提案</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15846-claude-mic-gpt-cimhae-sageon-ihu-huggingface-yeongujini-cerberus-suhoja-llm-jean/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-03T08:12:10.583352+00:00</news:publication_date><news:title>Claude 및 GPT 침해 사건 이후 HuggingFace 연구진이 Cerberus 수호자 LLM 제안</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15846-les-chercheurs-de-huggingface-proposent-le-gardien-llm-cerberus-apres-les-de-et/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-03T08:12:10.583352+00:00</news:publication_date><news:title>Les chercheurs de HuggingFace proposent le gardien LLM Cerberus après les brèches de Claude et GPT</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15846-peneliti-huggingface-mengusulkan-model-penjaga-cerberus-setelah-pelanggaran-dan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-03T08:12:10.583352+00:00</news:publication_date><news:title>Peneliti HuggingFace mengusulkan model penjaga Cerberus setelah pelanggaran Claude dan GPT</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15846-bhthw-huggingface-yqtrhwn-nmwdhj-cerberus-lhrs-b-d-khtrqt-claude-wgpt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-03T08:12:10.583352+00:00</news:publication_date><news:title>باحثو HuggingFace يقترحون نموذج Cerberus الحارس بعد اختراقات Claude وGPT</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15845-intelshed-combines-hybrid-rag-gnn-entity-resolution-federated-learning-and-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-03T07:47:04.745365+00:00</news:publication_date><news:title>IntelShed combines hybrid RAG, GNN entity resolution, federated learning, and LLM multi-agent orchestration</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15845-intelshed-obediniaet-gibridnyi-rag-razreshenie-sushchnostei-gnn-federativnoe-i/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-03T07:47:04.745365+00:00</news:publication_date><news:title>IntelShed объединяет гибридный RAG, разрешение сущностей GNN, федеративное обучение и многоагентную оркестровку LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15845-intelshed-combina-rag-hibrido-resolucion-de-entidades-gnn-aprendizaje-federado-y/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-03T07:47:04.745365+00:00</news:publication_date><news:title>IntelShed combina RAG híbrido, resolución de entidades GNN, aprendizaje federado y orquestación multiagente con LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15845-intelshed-jie-he-hun-he-rag-gnn-shi-ti-jie-xi-lian-bang-xue-xi-he-llm-duo-zhi-ti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-03T07:47:04.745365+00:00</news:publication_date><news:title>IntelShed 结合混合 RAG、GNN 实体解析、联邦学习和 LLM 多智能体编排</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15845-intelshed-combina-rag-hibrido-resolucao-de-entidades-gnn-aprendizado-federado-e/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-03T07:47:04.745365+00:00</news:publication_date><news:title>IntelShed combina RAG híbrido, resolução de entidades GNN, aprendizado federado e orquestração multiagente LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15845-intelshed-haaibridd-rag-gnn-enttittii-rijonlyuushn-phedderettedd-lrning-aur-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-03T07:47:04.745365+00:00</news:publication_date><news:title>IntelShed हाइब्रिड RAG, GNN एंटिटी रिज़ॉल्यूशन, फेडेरेटेड लर्निंग और LLM मल्टी-एजेंट ऑर्केस्ट्रेशन को जोड़ता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15845-intelshedhahaihuritsutorag-gnnenteiteijie-jue-lian-he-xue-xi-llmmaruchie-mihe/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-03T07:47:04.745365+00:00</news:publication_date><news:title>IntelShedはハイブリッドRAG、GNNエンティティ解決、連合学習、LLMマルチエージェントオーケストレーションを組み合わせる</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15845-intelshedneun-haibeurideu-rag-gnn-entiti-haegyeol-yeonseong-hagseub-mic-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-03T07:47:04.745365+00:00</news:publication_date><news:title>IntelShed는 하이브리드 RAG, GNN 엔티티 해결, 연성 학습 및 LLM 다중 에이전트 오케스트레이션을 결합합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15845-intelshed-combine-rag-hybride-resolution-d-entites-par-gnn-apprentissage-federe/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-03T07:47:04.745365+00:00</news:publication_date><news:title>IntelShed combine RAG hybride, résolution d'entités par GNN, apprentissage fédéré et orchestration multi-agents LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15845-intelshed-menggabungkan-rag-hibrida-resolusi-entitas-gnn-pembelajaran-dan-agen/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-03T07:47:04.745365+00:00</news:publication_date><news:title>IntelShed menggabungkan RAG hibrida, resolusi entitas GNN, pembelajaran terdesentralisasi, dan orkestrasi agen-multi LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15845-intelshed-yjm-byn-rag-lhjyn-whl-kyn-gnn-wlt-lm-lmwhd-wtnsyq-wkl-llm-mt-ddyn/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-03T07:47:04.745365+00:00</news:publication_date><news:title>IntelShed يجمع بين RAG الهجين، وحل كيان GNN، والتعلم الموحد، وتنسيق وكلاء LLM متعددين</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15844-qxern-v6-shi-yong-qian-zai-token-he-ast-pang-lu-shi-xian-geng-kuai-geng-zhun-que/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-03T07:23:07.416522+00:00</news:publication_date><news:title>Qxern-v6 使用潜在 token 和 AST 旁路实现更快、更准确的代码传输</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15844-qxern-v6-uses-latent-tokens-and-ast-sidecar-for-faster-accurate-code-transfer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-03T07:23:07.416522+00:00</news:publication_date><news:title>Qxern-v6 uses latent tokens and AST sidecar for faster, accurate code transfer</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15844-qxern-v6neun-jamjae-tokeungwa-ast-saikareul-sayonghayeo-deo-bbareugo-kodeu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-03T07:23:07.416522+00:00</news:publication_date><news:title>Qxern-v6는 잠재 토큰과 AST 사이카를 사용하여 더 빠르고 정확한 코드 전송을 실현</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15844-qxern-v6-ispolzuet-latentnye-tokeny-i-ast-saidkar-dlia-bolee-bystroi-i-tochnoi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-03T07:23:07.416522+00:00</news:publication_date><news:title>Qxern-v6 использует латентные токены и AST-сайдкар для более быстрой и точной передачи кода</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15844-qxern-v6-utiliza-tokens-latentes-y-un-sidecar-ast-para-una-transferencia-de-mas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-03T07:23:07.416522+00:00</news:publication_date><news:title>Qxern-v6 utiliza tokens latentes y un sidecar AST para una transferencia de código más rápida y precisa</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15844-qxern-v6-usa-tokens-latentes-e-sidecar-ast-para-transferencia-de-codigo-mais-e/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-03T07:23:07.416522+00:00</news:publication_date><news:title>Qxern-v6 usa tokens latentes e sidecar AST para transferência de código mais rápida e precisa</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15844-qxern-v6-tej-aur-sttiik-kodd-sthaanaantrnn-ke-lie-laittentt-ttokn-aur-ast-kaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-03T07:23:07.416522+00:00</news:publication_date><news:title>Qxern-v6 तेज़ और सटीक कोड स्थानांतरण के लिए लैटेंट टोकन और AST साइडकार का उपयोग करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15844-qxern-v6haqian-zai-to-kuntoastsaitoka-woshi-yong-shite-gao-su-katsuzheng-que/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-03T07:23:07.416522+00:00</news:publication_date><news:title>Qxern-v6は潜在トークンとASTサイドカーを使用して、高速かつ正確なコード転送を実現</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15844-qxern-v6-utilise-des-jetons-latents-et-un-sidecar-ast-pour-un-transfert-de-code/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-03T07:23:07.416522+00:00</news:publication_date><news:title>Qxern-v6 utilise des jetons latents et un sidecar AST pour un transfert de code plus rapide et précis</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15844-qxern-v6-menggunakan-token-laten-dan-sidecar-ast-untuk-transfer-kode-yang-lebih/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-03T07:23:07.416522+00:00</news:publication_date><news:title>Qxern-v6 menggunakan token laten dan sidecar AST untuk transfer kode yang lebih cepat dan akurat</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15844-ystkhdm-qxern-v6-rmwzan-kmn-wjrdan-jnbyan-l-ast-lnql-kwd-sr-wdq/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-03T07:23:07.416522+00:00</news:publication_date><news:title>يستخدم Qxern-v6 رموزاً كامنة وجارداً جانبياً لـ AST لنقل كود أسرع وأدق</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15843-opengauntlet-publishes-catalog-of-168-tts-and-106-stt-systems/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-03T07:00:17.055503+00:00</news:publication_date><news:title>OpenGauntlet publishes catalog of 168 TTS and 106 STT systems</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15843-opengauntlet-publikuet-katalog-iz-168-sistem-tts-i-106-sistem-stt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-03T07:00:17.055503+00:00</news:publication_date><news:title>OpenGauntlet публикует каталог из 168 систем TTS и 106 систем STT</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15843-opengauntlet-publica-un-catalogo-de-168-sistemas-tts-y-106-sistemas-stt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-03T07:00:17.055503+00:00</news:publication_date><news:title>OpenGauntlet publica un catálogo de 168 sistemas TTS y 106 sistemas STT</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15843-opengauntletfa-bu-bao-han-168ge-ttshe-106ge-sttxi-tong-de-mu-lu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-03T07:00:17.055503+00:00</news:publication_date><news:title>OpenGauntlet发布包含168个TTS和106个STT系统的目录</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15843-opengauntlet-publica-catalogo-com-168-sistemas-tts-e-106-sistemas-stt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-03T07:00:17.055503+00:00</news:publication_date><news:title>OpenGauntlet publica catálogo com 168 sistemas TTS e 106 sistemas STT</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15843-opengauntlet-ne-168-tts-aur-106-stt-prnnaaliyon-kaa-kaittlong-prkaashit-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-03T07:00:17.055503+00:00</news:publication_date><news:title>OpenGauntlet ने 168 TTS और 106 STT प्रणालियों का कैटलॉग प्रकाशित किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15843-opengauntletka168nottsoyohi106nosttshisutemunokatarokuwogong-kai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-03T07:00:17.055503+00:00</news:publication_date><news:title>OpenGauntletが168のTTSおよび106のSTTシステムのカタログを公開</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15843-opengauntleti-168gae-tts-mic-106gae-stt-siseutemyi-katalrogeu-gesi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-03T07:00:17.055503+00:00</news:publication_date><news:title>OpenGauntlet이 168개 TTS 및 106개 STT 시스템의 카탈로그 게시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15843-opengauntlet-publie-un-catalogue-de-168-systemes-tts-et-106-systemes-stt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-03T07:00:17.055503+00:00</news:publication_date><news:title>OpenGauntlet publie un catalogue de 168 systèmes TTS et 106 systèmes STT</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15843-opengauntlet-menerbitkan-katalog-168-sistem-tts-dan-106-sistem-stt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-03T07:00:17.055503+00:00</news:publication_date><news:title>OpenGauntlet menerbitkan katalog 168 sistem TTS dan 106 sistem STT</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15843-opengauntlet-ynshr-ktlwjan-yhtwy-l-168-nzm-tts-w106-nzm-stt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-03T07:00:17.055503+00:00</news:publication_date><news:title>OpenGauntlet ينشر كتالوجًا يحتوي على 168 نظام TTS و106 نظام STT</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15831-llama-cpp-b10236-shi-xian-metal-dsv4-lightning-indexer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-03T06:28:41.583489+00:00</news:publication_date><news:title>llama.cpp b10236 实现 Metal DSv4 Lightning Indexer</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15831-llama-cpp-b10236-implementa-o-metal-dsv4-lightning-indexer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-03T06:28:41.583489+00:00</news:publication_date><news:title>llama.cpp b10236 implementa o Metal DSv4 Lightning Indexer</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15831-llama-cpp-b10236-ne-metal-dsv4-lightning-indexer-laaguu-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-03T06:28:41.583489+00:00</news:publication_date><news:title>llama.cpp b10236 ने Metal DSv4 Lightning Indexer लागू किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15831-llama-cpp-b10236-ka-metal-dsv4-lightning-indexer-woshi-zhuang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-03T06:28:41.583489+00:00</news:publication_date><news:title>llama.cpp b10236 が Metal DSv4 Lightning Indexer を実装</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15831-llama-cpp-b10236i-metal-dsv4-lightning-indexer-guhyeon/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-03T06:28:41.583489+00:00</news:publication_date><news:title>llama.cpp b10236이 Metal DSv4 Lightning Indexer 구현</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15831-llama-cpp-b10236-implemente-le-dsv4-lightning-indexer-metal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-03T06:28:41.583489+00:00</news:publication_date><news:title>llama.cpp b10236 implémente le DSv4 Lightning Indexer Metal</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15831-llama-cpp-b10236-mengimplementasikan-metal-dsv4-lightning-indexer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-03T06:28:41.583489+00:00</news:publication_date><news:title>llama.cpp b10236 mengimplementasikan Metal DSv4 Lightning Indexer</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15831-llama-cpp-b10236-ytbq-dsv4-lightning-indexer-lkhs-b-metal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-03T06:28:41.583489+00:00</news:publication_date><news:title>llama.cpp b10236 يطبق DSv4 Lightning Indexer الخاص بـ Metal</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15831-llama-cpp-b10236-implements-metal-dsv4-lightning-indexer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-03T06:28:41.583489+00:00</news:publication_date><news:title>llama.cpp b10236 implements Metal DSv4 Lightning Indexer</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15831-llama-cpp-b10236-realizuet-metal-dsv4-lightning-indexer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-03T06:28:41.583489+00:00</news:publication_date><news:title>llama.cpp b10236 реализует Metal DSv4 Lightning Indexer</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15831-llama-cpp-b10236-implementa-el-indexador-dsv4-lightning-de-metal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-03T06:28:41.583489+00:00</news:publication_date><news:title>llama.cpp b10236 implementa el Indexador DSv4 Lightning de Metal</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15677-gpt-5-6-recovers-95-of-hidden-messages-in-unseen-literary-cryptography-benchmark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-03T01:50:20.851552+00:00</news:publication_date><news:title>GPT-5.6 recovers 95% of hidden messages in unseen literary cryptography benchmark</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15677-gpt-5-6-tst-yd-95-mn-lrsyl-lmkhfy-fy-m-yr-ltshfyr-ldby-gyr-lmryy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-03T01:50:20.851552+00:00</news:publication_date><news:title>GPT-5.6 تستعيد 95% من الرسائل المخفية في معيار التشفير الأدبي غير المرئي</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15677-gpt-5-6-vosstanavlivaet-95-skrytykh-soobshchenii-v-novom-literaturnom-benchmarke/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-03T01:50:20.851552+00:00</news:publication_date><news:title>GPT-5.6 восстанавливает 95% скрытых сообщений в новом литературном криптографическом бенчмарке</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15677-gpt-5-6-recupera-el-95-de-los-mensajes-ocultos-en-un-benchmark-de-criptografia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-03T01:50:20.851552+00:00</news:publication_date><news:title>GPT-5.6 recupera el 95% de los mensajes ocultos en un benchmark de criptografía literaria inédito</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15677-gpt-5-6-zai-wei-jian-de-wen-xue-mi-ma-xue-ji-zhun-ce-shi-zhong-hui-fu-95-de-yin/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-03T01:50:20.851552+00:00</news:publication_date><news:title>GPT-5.6 在未见的文学密码学基准测试中恢复95%的隐藏信息</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15677-gpt-5-6-recupera-95-das-mensagens-ocultas-em-benchmark-de-criptografia-literaria/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-03T01:50:20.851552+00:00</news:publication_date><news:title>GPT-5.6 recupera 95% das mensagens ocultas em benchmark de criptografia literária inédito</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15677-gpt-5-6-ne-adrshy-saahityik-kripttograaphii-bencmaark-men-chipe-sndeshon-kaa-95/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-03T01:50:20.851552+00:00</news:publication_date><news:title>GPT-5.6 ने अदृश्य साहित्यिक क्रिप्टोग्राफी बेंचमार्क में छिपे संदेशों का 95% हिस्सा पुनर्प्राप्त किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15677-gpt-5-6-wei-jian-nowen-xue-de-an-hao-hua-henchima-kuteyin-saretametsuse-shino95/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-03T01:50:20.851552+00:00</news:publication_date><news:title>GPT-5.6、未見の文学的暗号化ベンチマークで隠されたメッセージの95%を復元</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15677-gpt-5-6-miculhyeon-munhag-amhohwa-bencimakeueseo-sumgyeojin-mesijiyi-95-bogweon/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-03T01:50:20.851552+00:00</news:publication_date><news:title>GPT-5.6, 미출현 문학 암호화 벤치마크에서 숨겨진 메시지의 95% 복원</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15677-gpt-5-6-recupere-95-des-messages-caches-dans-un-benchmark-de-cryptographie/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-03T01:50:20.851552+00:00</news:publication_date><news:title>GPT-5.6 récupère 95 % des messages cachés dans un benchmark de cryptographie littéraire inédit</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15677-gpt-5-6-memulihkan-95-pesan-tersembunyi-dalam-benchmark-kriptografi-sastra-yang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-03T01:50:20.851552+00:00</news:publication_date><news:title>GPT-5.6 memulihkan 95% pesan tersembunyi dalam benchmark kriptografi sastra yang belum pernah dilihat sebelumnya</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15681-thinking-machines-lab-releases-inkling-small-a-276b-open-weights-multimodal-moe/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-03T01:22:51.527020+00:00</news:publication_date><news:title>Thinking Machines Lab releases Inkling-Small, a 276B open weights multimodal MoE model</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15681-thinking-machines-lab-vypustila-inkling-small-otkrytuiu-multimodalnuiu-moe-model/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-03T01:22:51.527020+00:00</news:publication_date><news:title>Thinking Machines Lab выпустила Inkling-Small: открытую мультимодальную MoE-модель с 276B весов</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15681-thinking-machines-lab-lanza-inkling-small-un-modelo-moe-multimodal-de-pesos-con/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-03T01:22:51.527020+00:00</news:publication_date><news:title>Thinking Machines Lab lanza Inkling-Small, un modelo MoE multimodal de pesos abiertos con 276B</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15681-thinking-machines-lab-fa-bu-inkling-small-yi-kuan-yong-you-276b-kai-fang-quan-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-03T01:22:51.527020+00:00</news:publication_date><news:title>Thinking Machines Lab 发布 Inkling-Small，一款拥有 276B 开放权重的多模态 MoE 模型</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15681-thinking-machines-lab-lanca-inkling-small-um-modelo-moe-multimodal-de-pesos-com/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-03T01:22:51.527020+00:00</news:publication_date><news:title>Thinking Machines Lab lança Inkling-Small, um modelo MoE multimodal de pesos abertos com 276B</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15681-thinking-mshiins-laib-ne-276b-opn-vetts-mlttiimoddl-moe-monddl-inkling-smaal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-03T01:22:51.527020+00:00</news:publication_date><news:title>थिंकिंग मशीन्स लैब ने 276B ओपन वेट्स मल्टीमोडल MoE मॉडल इंकलिंग-स्माल रिलीज़ किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15681-thinking-machines-labka276bnoo-hunueitoduo-mo-tarumoemoteruinkling-smallworiri/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-03T01:22:51.527020+00:00</news:publication_date><news:title>Thinking Machines Labが276Bのオープンウェイト多モーダルMoEモデルInkling-Smallをリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15681-thinking-machines-labi-276b-opeun-gajungci-meoltimodal-moe-modelin-inkling-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-03T01:22:51.527020+00:00</news:publication_date><news:title>Thinking Machines Lab이 276B 오픈 가중치 멀티모달 MoE 모델인 Inkling-Small을 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15681-thinking-machines-lab-publie-inkling-small-un-modele-moe-multimodal-a-poids-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-03T01:22:51.527020+00:00</news:publication_date><news:title>Thinking Machines Lab publie Inkling-Small, un modèle MoE multimodal à poids ouverts de 276B</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15681-thinking-machines-lab-merilis-inkling-small-model-moe-multimodal-dengan-bobot/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-03T01:22:51.527020+00:00</news:publication_date><news:title>Thinking Machines Lab merilis Inkling-Small, model MoE multimodal dengan bobot terbuka 276B</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15681-mkhtbr-llt-lmfkr-yusdr-inkling-small-whw-nmwdhj-moe-mt-dd-lwsyt-bwzn-mftwh-ytkwn/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-03T01:22:51.527020+00:00</news:publication_date><news:title>مختبر الآلات المفكرة يُصدر Inkling-Small، وهو نموذج MoE متعدد الوسائط بوزن مفتوح يتكون من 276 مليار معلمة</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15674-llama-cpp-b10235-wei-f32-tian-jia-silu-back-op/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-02T21:37:06.305994+00:00</news:publication_date><news:title>llama.cpp b10235 为 f32 添加 SILU_BACK op</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15674-llama-cpp-b10235-adiciona-op-silu-back-para-f32/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T21:37:06.305994+00:00</news:publication_date><news:title>llama.cpp b10235 adiciona op SILU_BACK para f32</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15674-llama-cpp-b10235-ne-f32-ke-lie-silu-back-op-joddaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T21:37:06.305994+00:00</news:publication_date><news:title>llama.cpp b10235 ने f32 के लिए SILU_BACK op जोड़ा</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15674-llama-cpp-b10235-ka-f32-yong-ni-silu-back-op-wozhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-02T21:37:06.305994+00:00</news:publication_date><news:title>llama.cpp b10235 が f32 用に SILU_BACK op を追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15674-llama-cpp-b10235i-f32e-silu-back-op-cuga/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-02T21:37:06.305994+00:00</news:publication_date><news:title>llama.cpp b10235이 f32에 SILU_BACK op 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15674-llama-cpp-b10235-ajoute-l-op-silu-back-pour-f32/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T21:37:06.305994+00:00</news:publication_date><news:title>llama.cpp b10235 ajoute l'op SILU_BACK pour f32</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15674-llama-cpp-b10235-menambahkan-op-silu-back-untuk-f32/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T21:37:06.305994+00:00</news:publication_date><news:title>llama.cpp b10235 menambahkan op SILU_BACK untuk f32</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15674-llama-cpp-b10235-ydyf-mly-silu-back-l-f32/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-02T21:37:06.305994+00:00</news:publication_date><news:title>llama.cpp b10235 يضيف عملية SILU_BACK لـ f32</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15674-llama-cpp-b10235-adds-silu-back-op-for-f32/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T21:37:06.305994+00:00</news:publication_date><news:title>llama.cpp b10235 adds SILU_BACK op for f32</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15674-llama-cpp-b10235-dobavliaet-silu-back-op-dlia-f32/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T21:37:06.305994+00:00</news:publication_date><news:title>llama.cpp b10235 добавляет SILU_BACK op для f32</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15674-llama-cpp-b10235-anade-la-op-silu-back-para-f32/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T21:37:06.305994+00:00</news:publication_date><news:title>llama.cpp b10235 añade la op SILU_BACK para f32</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15670-llama-cpp-b10232-metaleseo-deepseek-v4-haipeokeonegsyeon-guhyeon/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-02T20:24:40.735744+00:00</news:publication_date><news:title>llama.cpp b10232, Metal에서 DeepSeek V4 하이퍼커넥션 구현</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15670-llama-cpp-b10232-implemente-les-hyper-connexions-deepseek-v4-dans-metal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T20:24:40.735744+00:00</news:publication_date><news:title>llama.cpp b10232 implémente les hyper-connexions DeepSeek V4 dans Metal</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15670-llama-cpp-b10232-mengimplementasikan-hiper-koneksi-deepseek-v4-di-metal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T20:24:40.735744+00:00</news:publication_date><news:title>llama.cpp b10232 mengimplementasikan hiper-koneksi DeepSeek V4 di Metal</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15670-llama-cpp-b10232-ytbq-tslt-deepseek-v4-lfyq-fy-metal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-02T20:24:40.735744+00:00</news:publication_date><news:title>llama.cpp b10232 يطبق اتصالات DeepSeek V4 الفائقة في Metal</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15670-llama-cpp-b10232-implements-deepseek-v4-hyper-connections-in-metal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T20:24:40.735744+00:00</news:publication_date><news:title>llama.cpp b10232 implements DeepSeek V4 hyper-connections in Metal</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15670-llama-cpp-b10232-realizuet-gipersviazi-deepseek-v4-v-metal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T20:24:40.735744+00:00</news:publication_date><news:title>llama.cpp b10232 реализует гиперсвязи DeepSeek V4 в Metal</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15670-llama-cpp-b10232-implementa-hiperconexiones-de-deepseek-v4-en-metal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T20:24:40.735744+00:00</news:publication_date><news:title>llama.cpp b10232 implementa hiperconexiones de DeepSeek V4 en Metal</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15670-llama-cpp-b10232-zai-metal-zhong-shi-xian-deepseek-v4-chao-lian-jie/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-02T20:24:40.735744+00:00</news:publication_date><news:title>llama.cpp b10232 在 Metal 中实现 DeepSeek V4 超连接</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15670-llama-cpp-b10232-implementa-hiperconexoes-do-deepseek-v4-no-metal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T20:24:40.735744+00:00</news:publication_date><news:title>llama.cpp b10232 implementa hiperconexões do DeepSeek V4 no Metal</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15670-llama-cpp-b10232-ne-metal-men-deepseek-v4-haaipr-knekshn-laaguu-kie/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T20:24:40.735744+00:00</news:publication_date><news:title>llama.cpp b10232 ने Metal में DeepSeek V4 हाइपर-कनेक्शन लागू किए</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15670-llama-cpp-b10232-ka-metal-te-deepseek-v4-haiha-jie-sok-woshi-zhuang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-02T20:24:40.735744+00:00</news:publication_date><news:title>llama.cpp b10232 が Metal で DeepSeek V4 ハイパー接続を実装</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15665-deepseek-v4-flash-0731-surpasses-fable-5-sol-kimi-k3-on-chess-benchmark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T19:18:17.794940+00:00</news:publication_date><news:title>DeepSeek-V4-Flash-0731 surpasses Fable-5, Sol &amp; Kimi-K3 on Chess Benchmark</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15665-deepseek-v4-flash-0731-prevzoshel-fable-5-sol-i-kimi-k3-v-shakhmatnom-benchmarke/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T19:18:17.794940+00:00</news:publication_date><news:title>DeepSeek-V4-Flash-0731 превзошёл Fable-5, Sol и Kimi-K3 в шахматном бенчмарке</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15665-deepseek-v4-flash-0731-supera-a-fable-5-sol-y-kimi-k3-en-benchmark-de-ajedrez/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T19:18:17.794940+00:00</news:publication_date><news:title>DeepSeek-V4-Flash-0731 supera a Fable-5, Sol y Kimi-K3 en benchmark de ajedrez</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15665-deepseek-v4-flash-0731-supera-fable-5-sol-e-kimi-k3-em-benchmark-de-xadrez/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T19:18:17.794940+00:00</news:publication_date><news:title>DeepSeek-V4-Flash-0731 supera Fable-5, Sol e Kimi-K3 em benchmark de xadrez</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15665-deepseek-v4-flash-0731-ne-shtrnj-bencmaark-pr-fable-5-sol-aur-kimi-k3-ko-pchaadd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T19:18:17.794940+00:00</news:publication_date><news:title>DeepSeek-V4-Flash-0731 ने शतरंज बेंचमार्क पर Fable-5, Sol और Kimi-K3 को पछाड़ दिया</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15665-deepseek-v4-flash-0731-depasse-fable-5-sol-et-kimi-k3-sur-le-benchmark-d-echecs/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T19:18:17.794940+00:00</news:publication_date><news:title>DeepSeek-V4-Flash-0731 dépasse Fable-5, Sol et Kimi-K3 sur le benchmark d'échecs</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15665-deepseek-v4-flash-0731-melampaui-fable-5-sol-dan-kimi-k3-pada-benchmark-catur/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T19:18:17.794940+00:00</news:publication_date><news:title>DeepSeek-V4-Flash-0731 melampaui Fable-5, Sol, dan Kimi-K3 pada benchmark catur</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15664-llama-cpp-b10231-adds-dspark-sidecar-support/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T19:10:55.647720+00:00</news:publication_date><news:title>llama.cpp b10231 adds DSpark sidecar support</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15664-llama-cpp-b10231-dobavliaet-podderzhku-sidecar-dspark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T19:10:55.647720+00:00</news:publication_date><news:title>llama.cpp b10231 добавляет поддержку sidecar DSpark</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15664-llama-cpp-b10231-anade-soporte-para-sidecar-dspark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T19:10:55.647720+00:00</news:publication_date><news:title>llama.cpp b10231 añade soporte para sidecar DSpark</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15664-llama-cpp-b10231-tian-jia-dspark-sidecar-zhi-chi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-02T19:10:55.647720+00:00</news:publication_date><news:title>llama.cpp b10231 添加 DSpark sidecar 支持</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15664-llama-cpp-b10231-menambahkan-dukungan-sidecar-dspark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T19:10:55.647720+00:00</news:publication_date><news:title>llama.cpp b10231 menambahkan dukungan sidecar DSpark</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15664-llama-cpp-b10231-adiciona-suporte-ao-sidecar-dspark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T19:10:55.647720+00:00</news:publication_date><news:title>llama.cpp b10231 adiciona suporte ao sidecar DSpark</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15664-llama-cpp-b10231-men-dspark-sidecar-smrthn-joddaa-gyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T19:10:55.647720+00:00</news:publication_date><news:title>llama.cpp b10231 में DSpark sidecar समर्थन जोड़ा गया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15664-llama-cpp-b10231-ka-dspark-saitoka-nosaho-towozhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-02T19:10:55.647720+00:00</news:publication_date><news:title>llama.cpp b10231 が DSpark サイドカーのサポートを追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15664-llama-cpp-b10231i-dspark-saideuka-jiweon-cuga/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-02T19:10:55.647720+00:00</news:publication_date><news:title>llama.cpp b10231이 DSpark 사이드카 지원 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15664-llama-cpp-b10231-ajoute-le-support-du-sidecar-dspark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T19:10:55.647720+00:00</news:publication_date><news:title>llama.cpp b10231 ajoute le support du sidecar DSpark</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15664-llama-cpp-b10231-ydyf-d-m-sidecar-l-dspark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-02T19:10:55.647720+00:00</news:publication_date><news:title>llama.cpp b10231 يضيف دعم sidecar لـ DSpark</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15662-openai-and-anthropic-internal-models-hacked-real-targets-during-cybersecurity/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T18:30:05.228191+00:00</news:publication_date><news:title>OpenAI and Anthropic internal models hacked real targets during cybersecurity evaluations</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15662-vnutrennie-modeli-openai-i-anthropic-vzlomali-realnye-tseli-vo-vremia-otsenok/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T18:30:05.228191+00:00</news:publication_date><news:title>Внутренние модели OpenAI и Anthropic взломали реальные цели во время кибербезопасных оценок</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15662-los-modelos-internos-de-openai-y-anthropic-hackearon-objetivos-reales-durante-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T18:30:05.228191+00:00</news:publication_date><news:title>Los modelos internos de OpenAI y Anthropic hackearon objetivos reales durante evaluaciones de ciberseguridad</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15662-openaihe-anthropicde-nei-bu-mo-xing-zai-wang-luo-an-quan-ping-gu-qi-jian-ru-qin/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-02T18:30:05.228191+00:00</news:publication_date><news:title>OpenAI和Anthropic的内部模型在网络安全评估期间入侵了真实目标</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15662-modelos-internos-da-openai-e-anthropic-hackearam-alvos-reais-durante-avaliacoes/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T18:30:05.228191+00:00</news:publication_date><news:title>Modelos internos da OpenAI e Anthropic hackearam alvos reais durante avaliações de cibersegurança</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15662-saaibr-surkssaa-muulyaankn-ke-dauraan-openai-aur-anthropic-ke-aantrik-monddlon/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T18:30:05.228191+00:00</news:publication_date><news:title>साइबर सुरक्षा मूल्यांकन के दौरान OpenAI और Anthropic के आंतरिक मॉडलों ने वास्तविक लक्ष्यों को हैक किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15662-openaitoanthropicnonei-bu-moterukasaiha-sekiyuriteiping-jia-zhong-nishi-ji-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-02T18:30:05.228191+00:00</news:publication_date><news:title>OpenAIとAnthropicの内部モデルがサイバーセキュリティ評価中に実際の標的をハッキング</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15662-saibeo-boan-pyeongga-jung-openai-mic-anthropic-naebu-modeli-silje-pyojeogeul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-02T18:30:05.228191+00:00</news:publication_date><news:title>사이버 보안 평가 중 OpenAI 및 Anthropic 내부 모델이 실제 표적을 해킹</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15662-les-modeles-internes-d-openai-et-anthropic-ont-pirate-de-veritables-cibles-lors/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T18:30:05.228191+00:00</news:publication_date><news:title>Les modèles internes d'OpenAI et Anthropic ont piraté de véritables cibles lors d'évaluations de cybersécurité</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15662-model-internal-openai-dan-anthropic-meretas-target-nyata-selama-evaluasi-siber/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T18:30:05.228191+00:00</news:publication_date><news:title>Model internal OpenAI dan Anthropic meretas target nyata selama evaluasi keamanan siber</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15662-nmdhj-openai-wanthropic-ldkhly-khtrqt-hdfan-hqyqy-thn-tqyymt-lmn-lsybrny/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-02T18:30:05.228191+00:00</news:publication_date><news:title>نماذج OpenAI وAnthropic الداخلية اخترقت أهدافًا حقيقية أثناء تقييمات الأمن السيبراني</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15652-llama-cpp-b10229i-opencl-peuropailring-deiteoga-peulreosidoeji-anhneun-munje/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-02T15:25:26.308224+00:00</news:publication_date><news:title>llama.cpp b10229이 OpenCL 프로파일링 데이터가 플러시되지 않는 문제 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15652-llama-cpp-b10229-corrige-les-donnees-de-profilage-opencl-non-videes/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T15:25:26.308224+00:00</news:publication_date><news:title>llama.cpp b10229 corrige les données de profilage OpenCL non vidées</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15652-llama-cpp-b10229-memperbaiki-data-profiling-opencl-yang-tidak-di-flush/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T15:25:26.308224+00:00</news:publication_date><news:title>llama.cpp b10229 memperbaiki data profiling OpenCL yang tidak di-flush</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15652-yslh-llama-cpp-b10229-mshkl-dm-tsryf-bynt-lt-ryf-l-opencl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-02T15:25:26.308224+00:00</news:publication_date><news:title>يصلح llama.cpp b10229 مشكلة عدم تصريف بيانات التعريف لـ OpenCL</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15652-llama-cpp-b10229-fixes-opencl-profiling-data-not-being-flushed/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T15:25:26.308224+00:00</news:publication_date><news:title>llama.cpp b10229 fixes OpenCL profiling data not being flushed</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15652-llama-cpp-b10222-ispravliaet-problemu-s-nevymyvaniem-dannykh-profilirovaniia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T15:25:26.308224+00:00</news:publication_date><news:title>llama.cpp b10222 исправляет проблему с невымыванием данных профилирования OpenCL</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15652-llama-cpp-b10229-corrige-el-problema-de-que-los-datos-de-perfilado-de-opencl-no/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T15:25:26.308224+00:00</news:publication_date><news:title>llama.cpp b10229 corrige el problema de que los datos de perfilado de OpenCL no se vacíen</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15652-llama-cpp-b10229-xiu-fu-liao-opencl-fen-xi-shu-ju-wei-bei-shua-xin-de-wen-ti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-02T15:25:26.308224+00:00</news:publication_date><news:title>llama.cpp b10229 修复了 OpenCL 分析数据未被刷新的问题</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15652-llama-cpp-b10229-corrige-dados-de-profiling-do-opencl-nao-sendo-despejados/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T15:25:26.308224+00:00</news:publication_date><news:title>llama.cpp b10229 corrige dados de profiling do OpenCL não sendo despejados</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15652-llama-cpp-b10229-opnsiiel-prophaailing-ddettaa-ke-phlsh-n-hone-kii-smsyaa-ko-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T15:25:26.308224+00:00</news:publication_date><news:title>llama.cpp b10229 ओपनसीएल प्रोफाइलिंग डेटा के फ्लश न होने की समस्या को ठीक करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15652-llama-cpp-b10229-ka-opencl-hurohuairinkute-tanohuratsushiyusarenaiwen-ti-woxiu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-02T15:25:26.308224+00:00</news:publication_date><news:title>llama.cpp b10229 が OpenCL プロファイリングデータのフラッシュされない問題を修正</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15647-thinking-machines-releases-inkling-tencent-updates-hy3-with-apache-2-0-license/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T14:28:01.519445+00:00</news:publication_date><news:title>Thinking Machines releases Inkling, Tencent updates Hy3 with Apache 2.0 license</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15647-thinking-machines-vypuskaet-inkling-tencent-obnovliaet-hy3-s-litsenziei-apache-2/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T14:28:01.519445+00:00</news:publication_date><news:title>Thinking Machines выпускает Inkling, Tencent обновляет Hy3 с лицензией Apache 2.0</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15647-thinking-machines-lanza-inkling-tencent-actualiza-hy3-con-licencia-apache-2-0/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T14:28:01.519445+00:00</news:publication_date><news:title>Thinking Machines lanza Inkling, Tencent actualiza Hy3 con licencia Apache 2.0</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15647-thinking-machinesfa-bu-inkling-teng-xun-yi-apache-2-0xu-ke-zheng-geng-xin-hy3/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-02T14:28:01.519445+00:00</news:publication_date><news:title>Thinking Machines发布Inkling，腾讯以Apache 2.0许可证更新Hy3</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15647-thinking-machines-lanca-inkling-tencent-atualiza-hy3-com-licenca-apache-2-0/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T14:28:01.519445+00:00</news:publication_date><news:title>Thinking Machines lança Inkling, Tencent atualiza Hy3 com licença Apache 2.0</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15647-thinking-machines-ne-inkling-jaarii-kiyaa-tencent-ne-apache-2-0-laaisens-ke-hy3/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T14:28:01.519445+00:00</news:publication_date><news:title>Thinking Machines ने Inkling जारी किया, Tencent ने Apache 2.0 लाइसेंस के साथ Hy3 को अपडेट किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15647-thinking-machineskainklingworiri-su-tencentkahy3woapache-2-0raisensutegeng-xin/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-02T14:28:01.519445+00:00</news:publication_date><news:title>Thinking MachinesがInklingをリリース、TencentがHy3をApache 2.0ライセンスで更新</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15647-thinking-machinesga-inkling-culsi-tencentga-apache-2-0-raiseonseuro-hy3/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-02T14:28:01.519445+00:00</news:publication_date><news:title>Thinking Machines가 Inkling 출시, Tencent가 Apache 2.0 라이선스로 Hy3 업데이트</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15647-thinking-machines-lance-inkling-tencent-met-a-jour-hy3-avec-la-licence-apache-2/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T14:28:01.519445+00:00</news:publication_date><news:title>Thinking Machines lance Inkling, Tencent met à jour Hy3 avec la licence Apache 2.0</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15647-thinking-machines-merilis-inkling-tencent-memperbarui-hy3-dengan-lisensi-apache/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T14:28:01.519445+00:00</news:publication_date><news:title>Thinking Machines merilis Inkling, Tencent memperbarui Hy3 dengan lisensi Apache 2.0</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15647-thinking-machines-ttlq-inkling-wtencent-thdth-hy3-brkhs-apache-2-0/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-02T14:28:01.519445+00:00</news:publication_date><news:title>Thinking Machines تطلق Inkling، وTencent تحدث Hy3 برخصة Apache 2.0</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15642-nvidia-nemo-releases-molt-a-compact-pyt-native-agentic-rl-framework/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T12:21:42.158171+00:00</news:publication_date><news:title>NVIDIA NeMo releases Molt, a compact PyT-native agentic RL framework</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15642-nvidia-nemo-vypuskaet-molt-kompaktnuiu-pyt-native-agentnuiu-rl-freimvork/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T12:21:42.158171+00:00</news:publication_date><news:title>NVIDIA NeMo выпускает Molt, компактную PyT-native агентную RL-фреймворк</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15642-nvidia-nemo-lanza-molt-un-framework-de-rl-agentico-compacto-y-nativo-de-pyt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T12:21:42.158171+00:00</news:publication_date><news:title>NVIDIA NeMo lanza Molt, un framework de RL agéntico compacto y nativo de PyT</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15642-nvidia-nemo-fa-bu-molt-yi-ge-jin-cou-de-pyt-native-zhi-neng-ti-qiang-hua-xue-xi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-02T12:21:42.158171+00:00</news:publication_date><news:title>NVIDIA NeMo 发布 Molt，一个紧凑的 PyT-native 智能体强化学习框架</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15642-nemo-da-nvidia-lanca-molt-um-framework-de-rl-agentico-compacto-e-nativo-pyt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T12:21:42.158171+00:00</news:publication_date><news:title>NeMo da NVIDIA lança Molt, um framework de RL agêntico compacto e nativo PyT</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15642-nvidia-nemo-ne-molt-jaarii-kiyaa-ek-snkssipt-pyt-native-ejenttik-rl-phremvrk/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T12:21:42.158171+00:00</news:publication_date><news:title>NVIDIA NeMo ने Molt जारी किया, एक संक्षिप्त PyT-native एजेंटिक RL फ्रेमवर्क</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15642-nvidia-nemokakonhakutonapyt-nativee-shientoxing-rlhure-muwa-ku-molt-woriri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-02T12:21:42.158171+00:00</news:publication_date><news:title>NVIDIA NeMoがコンパクトなPyT-nativeエージェント型RLフレームワーク「Molt」をリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15642-nvidia-nemoga-molt-culsi-pyt-native-gibanyi-gyeongryang-eijeonteu-rl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-02T12:21:42.158171+00:00</news:publication_date><news:title>NVIDIA NeMo가 Molt 출시: PyT-native 기반의 경량 에이전트 RL 프레임워크</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15642-nvidia-nemo-publie-molt-un-framework-rl-agentic-compact-natif-pyt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T12:21:42.158171+00:00</news:publication_date><news:title>NVIDIA NeMo publie Molt, un framework RL agentic compact natif PyT</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15642-nvidia-nemo-merilis-molt-kerangka-kerja-rl-agentic-pyt-native-yang-ringkas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T12:21:42.158171+00:00</news:publication_date><news:title>NVIDIA NeMo merilis Molt, kerangka kerja RL agentic PyT-native yang ringkas</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15642-sdr-nvidia-nemo-l-molt-tr-ml-rl-wkyl-mdgwt-sly-pyt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-02T12:21:42.158171+00:00</news:publication_date><news:title>إصدار NVIDIA NeMo لـ Molt، إطار عمل RL وكيل مضغوط أصلي PyT</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15610-levent-bulut-benchmarks-llm-annotation-reliability-on-objective-projection/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T01:00:49.874993+00:00</news:publication_date><news:title>Levent Bulut benchmarks LLM annotation reliability on objective projection</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15610-levent-bulut-otsenivaet-nadezhnost-annotatsii-llm-pri-obektivnoi-proektsii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T01:00:49.874993+00:00</news:publication_date><news:title>Левент Булут оценивает надёжность аннотаций LLM при объективной проекции</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15610-levent-bulut-evalua-la-fiabilidad-de-las-anotaciones-de-llm-en-proyecciones/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T01:00:49.874993+00:00</news:publication_date><news:title>Levent Bulut evalúa la fiabilidad de las anotaciones de LLM en proyecciones objetivas</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15610-levent-bulut-dui-ke-guan-tou-she-zhong-llm-biao-zhu-ke-kao-xing-jin-xing-ji-zhun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-02T01:00:49.874993+00:00</news:publication_date><news:title>Levent Bulut 对客观投射中 LLM 标注可靠性进行基准测试</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15610-levent-bulut-avalia-a-confiabilidade-da-anotacao-de-llms-em-projecao-objetiva/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T01:00:49.874993+00:00</news:publication_date><news:title>Levent Bulut avalia a confiabilidade da anotação de LLMs em projeção objetiva</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15610-leventt-bulutt-ne-vstunisstth-prkssepnn-pr-elelem-ttippnnii-vishvsniiytaa-kaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T01:00:49.874993+00:00</news:publication_date><news:title>लेवेंट बुलुट ने वस्तुनिष्ठ प्रक्षेपण पर एलएलएम टिप्पणी विश्वसनीयता का बेंचमार्क किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15610-levent-bulutkallmzhu-shi-noxin-lai-xing-woke-guan-de-tou-ying-tehenchima-ku/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-02T01:00:49.874993+00:00</news:publication_date><news:title>Levent BulutがLLM注釈の信頼性を客観的投影でベンチマーク</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15610-levent-bulutga-gaeggwanjeog-tuyeonge-daehan-llm-juseog-sinroeseong-bencimaking/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-02T01:00:49.874993+00:00</news:publication_date><news:title>Levent Bulut가 객관적 투영에 대한 LLM 주석 신뢰성 벤치마킹</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15610-levent-bulut-evalue-la-fiabilite-de-l-annotation-des-llm-sur-la-projection/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T01:00:49.874993+00:00</news:publication_date><news:title>Levent Bulut évalue la fiabilité de l'annotation des LLM sur la projection objective</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15610-levent-bulut-melakukan-benchmark-keandalan-anotasi-llm-pada-proyeksi-objektif/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T01:00:49.874993+00:00</news:publication_date><news:title>Levent Bulut melakukan benchmark keandalan anotasi LLM pada proyeksi objektif</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15610-lyfnt-bwlwt-yqywm-mwthwqy-tsmyt-lnmdhj-llgwy-lkbyr-l-lsqt-lmwdw-y/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-02T01:00:49.874993+00:00</news:publication_date><news:title>ليفنت بولوت يقيّم موثوقية تسميات النماذج اللغوية الكبيرة على الإسقاط الموضوعي</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15616-moonshot-releases-kimi-k3-the-largest-open-weight-model-at-2-8-trillion/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T00:40:43.966177+00:00</news:publication_date><news:title>Moonshot releases Kimi K3, the largest open-weight model at 2.8 trillion parameters</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15616-moonshot-vypustila-kimi-k3-samuiu-bolshuiu-model-s-otkrytym-vesom-na-28/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T00:40:43.966177+00:00</news:publication_date><news:title>Moonshot выпустила Kimi K3, самую большую модель с открытым весом на 2,8 триллиона параметров</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15616-moonshot-lanza-kimi-k3-el-modelo-de-pesos-abiertos-mas-grande-con-28-billones-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T00:40:43.966177+00:00</news:publication_date><news:title>Moonshot lanza Kimi K3, el modelo de pesos abiertos más grande con 2,8 billones de parámetros</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15616-moonshotfa-bu-kimi-k3-can-shu-liang-da-2-8mo-yi-de-zui-da-kai-yuan-quan-zhong-mo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-02T00:40:43.966177+00:00</news:publication_date><news:title>Moonshot发布Kimi K3，参数量达2.8万亿的最大开源权重模型</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15616-moonshot-lanca-kimi-k3-o-maior-modelo-de-pesos-abertos-com-28-trilhoes-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T00:40:43.966177+00:00</news:publication_date><news:title>Moonshot lança Kimi K3, o maior modelo de pesos abertos com 2,8 trilhões de parâmetros</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15616-moonshot-ne-kimi-k3-jaarii-kiyaa-jo-2-8-ttriliyn-pairaamiittr-ke-saath-sbse-opn/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T00:40:43.966177+00:00</news:publication_date><news:title>Moonshot ने Kimi K3 जारी किया, जो 2.8 ट्रिलियन पैरामीटर के साथ सबसे बड़ा ओपन-वेट मॉडल है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15616-moonshotka2-8zhao-harame-tanozui-da-gui-mo-o-hunueitomoteru-kimi-k3-woriri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-02T00:40:43.966177+00:00</news:publication_date><news:title>Moonshotが2.8兆パラメータの最大規模オープンウェイトモデル「Kimi K3」をリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15616-moonshot-2-8jo-paramiteoyi-coedae-gyumo-opeun-weiteu-model-kimi-k3-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-02T00:40:43.966177+00:00</news:publication_date><news:title>Moonshot, 2.8조 파라미터의 최대 규모 오픈 웨이트 모델 Kimi K3 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15616-moonshot-lance-kimi-k3-le-plus-grand-modele-a-poids-ouverts-avec-28-billions-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T00:40:43.966177+00:00</news:publication_date><news:title>Moonshot lance Kimi K3, le plus grand modèle à poids ouverts avec 2,8 billions de paramètres</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15616-moonshot-merilis-kimi-k3-model-bobot-terbuka-terbesar-dengan-28-triliun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T00:40:43.966177+00:00</news:publication_date><news:title>Moonshot merilis Kimi K3, model bobot terbuka terbesar dengan 2,8 triliun parameter</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15616-mwnshwt-ttlq-kimi-k3-kbr-nmwdhj-bwzn-mftwh-b-2-8-trylywn-m-lm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-02T00:40:43.966177+00:00</news:publication_date><news:title>مونشوت تطلق Kimi K3، أكبر نموذج بأوزان مفتوحة بـ 2.8 تريليون معلمة</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15612-matriz-de-conformidade-mensal-revela-que-65-dos-4-893-conjuntos-de-dados-em-nao/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T00:24:26.686801+00:00</news:publication_date><news:title>Matriz de conformidade mensal revela que 65% dos 4.893 conjuntos de dados em idiomas indianos não possuem tags de licença</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15612-maasik-anupaaln-maittriks-dikhaataa-hai-ki-4893-inddik-ddettaasett-men-se-65-men/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T00:24:26.686801+00:00</news:publication_date><news:title>मासिक अनुपालन मैट्रिक्स दिखाता है कि 4,893 इंडिक डेटासेट में से 65% में लाइसेंस टैग नहीं हैं</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15612-monthly-compliance-matrix-reveals-65-of-4893-indic-datasets-lack-license-tags/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T00:24:26.686801+00:00</news:publication_date><news:title>Monthly compliance matrix reveals 65% of 4,893 Indic datasets lack license tags</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15612-ezhemesiachnaia-matritsa-sootvetstviia-pokazyvaet-chto-65-iz-4893-indiiskikh-ne/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T00:24:26.686801+00:00</news:publication_date><news:title>Ежемесячная матрица соответствия показывает, что 65% из 4893 индийских наборов данных не имеют лицензионных тегов</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15612-la-matriz-de-cumplimiento-mensual-revela-que-el-65-de-los-4-893-conjuntos-de-en/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T00:24:26.686801+00:00</news:publication_date><news:title>La matriz de cumplimiento mensual revela que el 65% de los 4.893 conjuntos de datos en idiomas indios carecen de etiquetas de licencia</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15612-yue-du-he-gui-ju-zhen-xian-shi-4893ge-yin-du-yu-yan-shu-ju-ji-zhong-you-65-que/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-02T00:24:26.686801+00:00</news:publication_date><news:title>月度合规矩阵显示，4893个印度语言数据集中有65%缺少许可证标签</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15612-yue-ci-konhuraiansumatoritsukusuniyori-4893nointoyan-yu-te-tasetsutono65-ming/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-02T00:24:26.686801+00:00</news:publication_date><news:title>月次コンプライアンスマトリックスにより、4,893のインド言語データセットの65%にライセンスタグがないことが判明</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15612-weolbyeol-junsu-maeteurigseu-4893gae-indoeo-deiteoses-jung-65-e-raiseonseu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-02T00:24:26.686801+00:00</news:publication_date><news:title>월별 준수 매트릭스, 4,893개 인도어 데이터셋 중 65%에 라이선스 태그 없음</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15612-la-matrice-de-conformite-mensuelle-revele-que-65-des-4-893-ensembles-de-donnees/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T00:24:26.686801+00:00</news:publication_date><news:title>La matrice de conformité mensuelle révèle que 65 % des 4 893 ensembles de données indiens manquent de balises de licence</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15612-matriks-kepatuhan-bulanan-mengungkapkan-bahwa-65-dari-4-893-dataset-bahasa-india/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T00:24:26.686801+00:00</news:publication_date><news:title>Matriks kepatuhan bulanan mengungkapkan bahwa 65% dari 4.893 dataset bahasa India tidak memiliki tag lisensi</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15612-tzhr-msfwf-lmtthl-lshhry-n-65-mn-mjmw-t-lbynt-l-4893-bllgt-lhndy-tftqr-l-lmt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-02T00:24:26.686801+00:00</news:publication_date><news:title>تظهر مصفوفة الامتثال الشهرية أن 65% من مجموعات البيانات الـ 4893 باللغات الهندية تفتقر إلى علامات الترخيص</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15611-hardik-kumar-publica-la-matriz-de-precios-de-inferencia-de-hf-con-una-diferencia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-02T00:14:41.139465+00:00</news:publication_date><news:title>Hardik Kumar publica la matriz de precios de inferencia de HF con una diferencia de hasta 4,66x</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15611-hardik-kumar-publica-matriz-de-precos-de-inferencia-da-hf-com-spread-de-ate-466x/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-02T00:14:41.139465+00:00</news:publication_date><news:title>Hardik Kumar publica matriz de preços de inferência da HF com spread de até 4,66x</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15611-hardik-kumar-fa-bu-hf-tui-li-ding-jie-ju-zhen-jie-chai-gao-da-4-66-bei/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-02T00:14:41.139465+00:00</news:publication_date><news:title>Hardik Kumar 发布 HF 推理定价矩阵，价差高达 4.66 倍</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15611-hardik-kumar-publishes-hf-inference-pricing-matrix-showing-up-to-4-66x-price/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-02T00:14:41.139465+00:00</news:publication_date><news:title>Hardik Kumar publishes HF inference pricing matrix showing up to 4.66x price spread</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15611-khardik-kumar-opublikoval-matritsu-tsen-na-hf-inference-s-razbrosom-do-466x/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-02T00:14:41.139465+00:00</news:publication_date><news:title>Хардик Кумар опубликовал матрицу цен на HF Inference с разбросом до 4,66x</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15611-haardik-kumaar-ne-hf-inphrens-praaising-maittriks-prkaashit-kiyaa-jismen-4-66x/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-02T00:14:41.139465+00:00</news:publication_date><news:title>हार्दिक कुमार ने HF इनफरेंस प्राइसिंग मैट्रिक्स प्रकाशित किया जिसमें 4.66x तक की कीमत का अंतर है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15611-hardik-kumarshi-zui-da-4-66bei-nojia-ge-chai-woshi-suhftui-lun-jia-ge-xing-lie/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-02T00:14:41.139465+00:00</news:publication_date><news:title>Hardik Kumar氏、最大4.66倍の価格差を示すHF推論価格行列を公開</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15611-hareudig-kumareu-coedae-4-66bae-gagyeog-caireul-boin-hf-curon-gagyeog-haengryeol/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-02T00:14:41.139465+00:00</news:publication_date><news:title>하르딕 쿠마르, 최대 4.66배 가격 차이를 보인 HF 추론 가격 행렬 게시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15611-hardik-kumar-publie-la-matrice-de-prix-d-inference-hf-montrant-un-ecart-de-prix/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-02T00:14:41.139465+00:00</news:publication_date><news:title>Hardik Kumar publie la matrice de prix d'inférence HF montrant un écart de prix jusqu'à 4,66x</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15611-hardik-kumar-mempublikasikan-matriks-harga-inferensi-hf-dengan-sebaran-harga/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-02T00:14:41.139465+00:00</news:publication_date><news:title>Hardik Kumar mempublikasikan matriks harga inferensi HF dengan sebaran harga hingga 4,66x</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15611-hrdyk-kwmr-ynshr-msfwf-s-r-stntj-hf-tzhr-ntshr-s-r-ysl-l-4-66x/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-02T00:14:41.139465+00:00</news:publication_date><news:title>هارديك كومار ينشر مصفوفة أسعار استنتاج HF تظهر انتشار أسعار يصل إلى 4.66x</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15609-calibra-v0-7-1-adds-dataset-integrity-checks-for-robot-learning/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-01T23:40:39.909977+00:00</news:publication_date><news:title>Calibra v0.7.1 adds dataset integrity checks for robot learning</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15609-calibra-v0-7-1-dobavliaet-proverki-tselostnosti-datasetov-dlia-obucheniia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-01T23:40:39.909977+00:00</news:publication_date><news:title>Calibra v0.7.1 добавляет проверки целостности датасетов для обучения роботов</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15609-calibra-v0-7-1-anade-comprobaciones-de-integridad-del-conjunto-de-datos-para-el/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-01T23:40:39.909977+00:00</news:publication_date><news:title>Calibra v0.7.1 añade comprobaciones de integridad del conjunto de datos para el aprendizaje por robot</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15609-calibra-v0-7-1-wei-ji-qi-ren-xue-xi-tian-jia-shu-ju-ji-wan-zheng-xing-jian-cha/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-01T23:40:39.909977+00:00</news:publication_date><news:title>Calibra v0.7.1 为机器人学习添加数据集完整性检查</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15609-calibra-v0-7-1-adiciona-verificacoes-de-integridade-do-conjunto-de-dados-para-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-01T23:40:39.909977+00:00</news:publication_date><news:title>Calibra v0.7.1 adiciona verificações de integridade do conjunto de dados para aprendizado de robôs</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15609-calibra-v0-7-1-robott-lrning-ke-lie-ddettaasett-akhnddtaa-jaanc-joddtaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-01T23:40:39.909977+00:00</news:publication_date><news:title>Calibra v0.7.1 रोबोट लर्निंग के लिए डेटासेट अखंडता जाँच जोड़ता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15609-calibra-v0-7-1-karohoteikusuxue-xi-notamenote-tasetsutozheng-he-xing-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-01T23:40:39.909977+00:00</news:publication_date><news:title>Calibra v0.7.1 がロボティクス学習のためのデータセット整合性チェックを追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15609-calibra-v0-7-1i-robos-hagseubeul-wihan-deiteoses-mugyeolseong-geomsareul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-01T23:40:39.909977+00:00</news:publication_date><news:title>Calibra v0.7.1이 로봇 학습을 위한 데이터셋 무결성 검사를 추가합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15609-calibra-v0-7-1-ajoute-des-verifications-d-integrite-des-jeux-de-donnees-pour-l/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-01T23:40:39.909977+00:00</news:publication_date><news:title>Calibra v0.7.1 ajoute des vérifications d'intégrité des jeux de données pour l'apprentissage robotique</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15609-calibra-v0-7-1-menambahkan-pemeriksaan-integritas-dataset-untuk-pembelajaran/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-01T23:40:39.909977+00:00</news:publication_date><news:title>Calibra v0.7.1 menambahkan pemeriksaan integritas dataset untuk pembelajaran robot</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15609-calibra-v0-7-1-ydyf-fhwst-slm-mjmw-lbynt-lt-lm-lrwbwt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-01T23:40:39.909977+00:00</news:publication_date><news:title>Calibra v0.7.1 يضيف فحوصات سلامة مجموعة البيانات لتعلم الروبوت</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15608-gao-zhong-sheng-wei-attnroute-moe-vision-transformerlun-wen-xun-zhao-arxivtui/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-01T23:34:40.145137+00:00</news:publication_date><news:title>高中生为AttnRoute-MoE Vision Transformer论文寻找arXiv推荐人</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15608-high-school-student-seeks-arxiv-endorser-for-attnroute-moe-vision-transformer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-01T23:34:40.145137+00:00</news:publication_date><news:title>High school student seeks arXiv endorser for AttnRoute-MoE Vision Transformer paper</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15608-starsheklassnik-ishchet-retsenzenta-arxiv-dlia-stati-attnroute-moe-vision/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-01T23:34:40.145137+00:00</news:publication_date><news:title>Старшеклассник ищет рецензента arXiv для статьи AttnRoute-MoE Vision Transformer</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15608-estudiante-de-secundaria-busca-un-endosante-de-arxiv-para-el-articulo-attnroute/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-01T23:34:40.145137+00:00</news:publication_date><news:title>Estudiante de secundaria busca un endosante de arXiv para el artículo AttnRoute-MoE Vision Transformer</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15608-estudante-do-ensino-medio-busca-endossador-do-arxiv-para-artigo-attnroute-moe/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-01T23:34:40.145137+00:00</news:publication_date><news:title>Estudante do ensino médio busca endossador do arXiv para artigo AttnRoute-MoE Vision Transformer</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15608-haaii-skuul-ke-chaatr-ne-attnroute-moe-vision-transformer-pepr-ke-lie-arxiv-kii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-01T23:34:40.145137+00:00</news:publication_date><news:title>हाई स्कूल के छात्र ने AttnRoute-MoE Vision Transformer पेपर के लिए arXiv एंडोसर की खोज की</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15608-gao-xiao-sheng-kaattnroute-moe-vision-transformerlun-wen-noarxivtui-jian-zhe-mu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-01T23:34:40.145137+00:00</news:publication_date><news:title>高校生がAttnRoute-MoE Vision Transformer論文のarXiv推薦者を求む</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15608-godeunghagsaengi-attnroute-moe-vision-transformer-nonmune-daehan-arxiv-cajgo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-01T23:34:40.145137+00:00</news:publication_date><news:title>고등학생이 AttnRoute-MoE Vision Transformer 논문에 대한 arXiv 추천인을 찾고 있습니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15608-un-lyceen-cherche-un-endosseur-arxiv-pour-l-article-attnroute-moe-vision/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-01T23:34:40.145137+00:00</news:publication_date><news:title>Un lycéen cherche un endosseur arXiv pour l'article AttnRoute-MoE Vision Transformer</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15608-siswa-sma-mencari-penjamin-arxiv-untuk-makalah-attnroute-moe-vision-transformer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-01T23:34:40.145137+00:00</news:publication_date><news:title>Siswa SMA mencari penjamin arXiv untuk makalah AttnRoute-MoE Vision Transformer</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15608-tlb-thnwy-ybhth-n-mwthq-l-arxiv-lwrq-attnroute-moe-vision-transformer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-01T23:34:40.145137+00:00</news:publication_date><news:title>طالب ثانوي يبحث عن موثق لـ arXiv لورقة AttnRoute-MoE Vision Transformer</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15598-openai-s-astra-model-solves-ten-long-standing-math-problems-using-gpt-5-6-sol/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-01T21:07:13.393242+00:00</news:publication_date><news:title>OpenAI's Astra model solves ten long-standing math problems using GPT-5.6 Sol</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15598-model-astra-ot-openai-reshaet-desiat-davnikh-matematicheskikh-zadach-s-gpt-5-6/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-01T21:07:13.393242+00:00</news:publication_date><news:title>Модель Astra от OpenAI решает десять давних математических задач с помощью GPT-5.6 Sol</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15598-el-modelo-astra-de-openai-resuelve-diez-problemas-matematicos-de-larga-data-gpt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-01T21:07:13.393242+00:00</news:publication_date><news:title>El modelo Astra de OpenAI resuelve diez problemas matemáticos de larga data usando GPT-5.6 Sol</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15598-openaide-astramo-xing-shi-yong-gpt-5-6-soljie-jue-liao-shi-ge-chang-qi-cun-zai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-01T21:07:13.393242+00:00</news:publication_date><news:title>OpenAI的Astra模型使用GPT-5.6 Sol解决了十个长期存在的数学问题</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15598-modelo-astra-da-openai-resolve-dez-problemas-matematicos-de-longa-data-usando-5/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-01T21:07:13.393242+00:00</news:publication_date><news:title>Modelo Astra da OpenAI resolve dez problemas matemáticos de longa data usando GPT-5.6 Sol</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15598-openai-kaa-astra-monddl-gpt-5-6-sol-kaa-upyog-krke-ds-lnbe-smy-se-cle-aa-rhe-ko/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-01T21:07:13.393242+00:00</news:publication_date><news:title>OpenAI का Astra मॉडल GPT-5.6 Sol का उपयोग करके दस लंबे समय से चले आ रहे गणितीय समस्याओं को हल करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15598-openainoastramoterukagpt-5-6-solwoshi-yong-shite10nochang-nian-noshu-xue-de-wen/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-01T21:07:13.393242+00:00</news:publication_date><news:title>OpenAIのAstraモデルがGPT-5.6 Solを使用して10の長年の数学的問題を解決</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15598-openaiyi-astra-modeli-gpt-5-6-soleul-sayonghayeo-10gaeyi-oraen-suhag-munjereul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-01T21:07:13.393242+00:00</news:publication_date><news:title>OpenAI의 Astra 모델이 GPT-5.6 Sol을 사용하여 10개의 오랜 수학 문제를 해결</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15598-le-modele-astra-d-openai-resout-dix-problemes-mathematiques-de-longue-date-en-5/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-01T21:07:13.393242+00:00</news:publication_date><news:title>Le modèle Astra d'OpenAI résout dix problèmes mathématiques de longue date en utilisant GPT-5.6 Sol</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15598-model-astra-openai-memecahkan-sepuluh-masalah-matematika-lama-menggunakan-gpt-5/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-01T21:07:13.393242+00:00</news:publication_date><news:title>Model Astra OpenAI memecahkan sepuluh masalah matematika lama menggunakan GPT-5.6 Sol</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15598-nmwdhj-astra-mn-openai-yhl-shr-msyl-rydy-qdym-bstkhdm-gpt-5-6-sol/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-01T21:07:13.393242+00:00</news:publication_date><news:title>نموذج Astra من OpenAI يحل عشرة مسائل رياضية قديمة باستخدام GPT-5.6 Sol</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15591-llama-cpp-b10219-persists-reasoning-content-in-chat-history/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-01T18:21:15.624821+00:00</news:publication_date><news:title>llama.cpp b10219 persists reasoning_content in chat history</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15591-llama-cpp-b10219-sokhraniaet-reasoning-content-v-istorii-chata/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-01T18:21:15.624821+00:00</news:publication_date><news:title>llama.cpp b10219 сохраняет reasoning_content в истории чата</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15591-llama-cpp-b10219-persiste-reasoning-content-en-el-historial-de-chat/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-01T18:21:15.624821+00:00</news:publication_date><news:title>llama.cpp b10219 persiste reasoning_content en el historial de chat</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15591-llama-cpp-b10219-zai-liao-tian-li-shi-zhong-chi-jiu-hua-reasoning-content/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-01T18:21:15.624821+00:00</news:publication_date><news:title>llama.cpp b10219 在聊天历史中持久化 reasoning_content</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15591-llama-cpp-b10219-persiste-reasoning-content-no-historico-de-chat/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-01T18:21:15.624821+00:00</news:publication_date><news:title>llama.cpp b10219 persiste reasoning_content no histórico de chat</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15591-llama-cpp-b10219-caitt-itihaas-men-reasoning-content-ko-bnaae-rkhtaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-01T18:21:15.624821+00:00</news:publication_date><news:title>llama.cpp b10219 चैट इतिहास में reasoning_content को बनाए रखता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15591-llama-cpp-b10219-kachiyatsutolu-li-ni-reasoning-content-woyong-sok-hua/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-01T18:21:15.624821+00:00</news:publication_date><news:title>llama.cpp b10219 がチャット履歴に reasoning_content を永続化</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15591-llama-cpp-b10219-caeting-giroge-reasoning-content-yuji/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-01T18:21:15.624821+00:00</news:publication_date><news:title>llama.cpp b10219 채팅 기록에 reasoning_content 유지</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15591-llama-cpp-b10219-persiste-reasoning-content-dans-l-historique-de-chat/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-01T18:21:15.624821+00:00</news:publication_date><news:title>llama.cpp b10219 persiste reasoning_content dans l'historique de chat</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15591-llama-cpp-b10219-mempertahankan-reasoning-content-dalam-riwayat-obrolan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-01T18:21:15.624821+00:00</news:publication_date><news:title>llama.cpp b10219 mempertahankan reasoning_content dalam riwayat obrolan</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15591-llama-cpp-b10219-yhfz-l-reasoning-content-fy-sjl-ldrdsh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-01T18:21:15.624821+00:00</news:publication_date><news:title>llama.cpp b10219 يحافظ على reasoning_content في سجل الدردشة</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15588-cyberelf-labs-lanca-benchmark-whetstone-e-ranking-publico/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-01T17:59:18.071683+00:00</news:publication_date><news:title>Cyberelf Labs lança benchmark Whetstone e ranking público</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15588-cyberelf-labs-ne-whetstone-bencmaark-aur-saarvjnik-liiddrbordd-shuruu-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-01T17:59:18.071683+00:00</news:publication_date><news:title>Cyberelf Labs ने Whetstone बेंचमार्क और सार्वजनिक लीडरबोर्ड शुरू किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15588-cyberelf-labskawhetstonehenchima-kutogong-kai-ri-ta-ho-toworiri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-01T17:59:18.071683+00:00</news:publication_date><news:title>Cyberelf LabsがWhetstoneベンチマークと公開リーダーボードをリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15588-cyberelf-labs-whetstone-bencimakeu-mic-gonggae-rideobodeu-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-01T17:59:18.071683+00:00</news:publication_date><news:title>Cyberelf Labs, Whetstone 벤치마크 및 공개 리더보드 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15588-cyberelf-labs-lance-le-benchmark-whetstone-et-son-classement-public/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-01T17:59:18.071683+00:00</news:publication_date><news:title>Cyberelf Labs lance le benchmark Whetstone et son classement public</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15588-cyberelf-labs-meluncurkan-benchmark-whetstone-dan-papan-peringkat-publik/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-01T17:59:18.071683+00:00</news:publication_date><news:title>Cyberelf Labs meluncurkan benchmark Whetstone dan papan peringkat publik</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15588-cyberelf-labs-ttlq-m-yr-whetstone-wlwh-lmtsdryn-l-m/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-01T17:59:18.071683+00:00</news:publication_date><news:title>Cyberelf Labs تطلق معيار Whetstone ولوحة المتصدرين العامة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15588-cyberelf-labs-launches-whetstone-benchmark-and-public-leaderboard/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-01T17:59:18.071683+00:00</news:publication_date><news:title>Cyberelf Labs launches Whetstone benchmark and public leaderboard</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15588-cyberelf-labs-zapuskaet-benchmark-whetstone-i-publichnyi-reiting/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-01T17:59:18.071683+00:00</news:publication_date><news:title>Cyberelf Labs запускает бенчмарк Whetstone и публичный рейтинг</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15588-cyberelf-labs-lanza-el-benchmark-whetstone-y-su-lista-publica/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-01T17:59:18.071683+00:00</news:publication_date><news:title>Cyberelf Labs lanza el benchmark Whetstone y su lista pública</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15587-semguard-releases-multilingual-security-gateway-with-triple-anchor-semantic/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-01T17:54:01.959462+00:00</news:publication_date><news:title>SemGuard releases multilingual security gateway with triple-anchor semantic modeling</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15587-semguard-vypuskaet-mnogoiazychnyi-shliuz-bezopasnosti-s-troinym-iakornym/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-01T17:54:01.959462+00:00</news:publication_date><news:title>SemGuard выпускает многоязычный шлюз безопасности с тройным якорным семантическим моделированием</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15587-semguard-lanza-una-puerta-de-enlace-de-seguridad-multilingue-con-modelado-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-01T17:54:01.959462+00:00</news:publication_date><news:title>SemGuard lanza una puerta de enlace de seguridad multilingüe con modelado semántico de triple ancla</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15587-semguard-fa-bu-ju-you-san-zhong-mao-dian-yu-yi-jian-mo-de-duo-yu-yan-an-quan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-01T17:54:01.959462+00:00</news:publication_date><news:title>SemGuard 发布具有三重锚点语义建模的多语言安全网关</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15587-semguard-lanca-gateway-de-seguranca-multilingue-com-modelagem-semantica-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-01T17:54:01.959462+00:00</news:publication_date><news:title>SemGuard lança gateway de segurança multilíngue com modelagem semântica de triplo âncora</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15587-semguard-ne-ttripl-enkr-semainttik-monddling-ke-saath-bhubhaassii-surkssaa-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-01T17:54:01.959462+00:00</news:publication_date><news:title>SemGuard ने ट्रिपल-एंकर सेमैंटिक मॉडलिंग के साथ बहुभाषी सुरक्षा गेटवे जारी किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15587-semguardkasan-zhong-anka-yi-wei-moterinkuwobei-etaduo-yan-yu-sekiyuriteike-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-01T17:54:01.959462+00:00</news:publication_date><news:title>SemGuardが三重アンカー意味モデリングを備えた多言語セキュリティゲートウェイをリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15587-semguardga-samjung-aengkeo-simaentig-modelringeul-gajcun-dagugeo-boan-geiteuwei/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-01T17:54:01.959462+00:00</news:publication_date><news:title>SemGuard가 삼중 앵커 시맨틱 모델링을 갖춘 다국어 보안 게이트웨이 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15587-semguard-publie-une-passerelle-de-securite-multilingue-avec-modelisation-a-ancre/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-01T17:54:01.959462+00:00</news:publication_date><news:title>SemGuard publie une passerelle de sécurité multilingue avec modélisation sémantique à triple ancre</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15587-semguard-merilis-gerbang-keamanan-multibahasa-dengan-pemodelan-semantik-tiga/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-01T17:54:01.959462+00:00</news:publication_date><news:title>SemGuard merilis gerbang keamanan multibahasa dengan pemodelan semantik tiga-jangkar</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15587-sdr-semguard-lbwb-mn-mt-dd-llgt-bstkhdm-nmdhj-dlly-dht-thlth-mrsy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-01T17:54:01.959462+00:00</news:publication_date><news:title>إصدار SemGuard لبوابة أمان متعددة اللغات باستخدام نمذجة دلالية ذات ثلاث مراسي</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15586-tan-jiu-shi-bai-de-zhi-neng-ti-gui-ji-shi-fou-ke-yong-zuo-wei-diao-shu-ju/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-01T17:31:14.557801+00:00</news:publication_date><news:title>探究失败的智能体轨迹是否可用作微调数据</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15586-investigating-whether-failed-agent-traces-are-usable-as-fine-tuning-data/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-01T17:31:14.557801+00:00</news:publication_date><news:title>Investigating whether failed agent traces are usable as fine-tuning data</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15586-issledovanie-vozmozhnosti-ispolzovaniia-neudachnykh-trass-agentov-v-kachestve/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-01T17:31:14.557801+00:00</news:publication_date><news:title>Исследование возможности использования неудачных трасс агентов в качестве данных для тонкой настройки</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15586-investigar-si-las-trazas-de-agentes-fallidos-son-utilizables-como-datos-de-fino/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-01T17:31:14.557801+00:00</news:publication_date><news:title>Investigar si las trazas de agentes fallidos son utilizables como datos de ajuste fino</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15586-investigando-se-rastros-de-agentes-com-falha-podem-ser-usados-como-dados-de-fino/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-01T17:31:14.557801+00:00</news:publication_date><news:title>Investigando se rastros de agentes com falha podem ser usados como dados de ajuste fino</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15586-kyaa-viphl-ejentt-ttres-ko-phaain-ttyuuning-ddettaa-ke-ruup-men-upyog-kiyaa-jaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-01T17:31:14.557801+00:00</news:publication_date><news:title>क्या विफल एजेंट ट्रेस को फाइन-ट्यूनिंग डेटा के रूप में उपयोग किया जा सकता है, इसकी जांच</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15586-shi-bai-shitae-shientonotore-suwohuainchiyu-ninkute-tatoshiteshi-yong-cha/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-01T17:31:14.557801+00:00</news:publication_date><news:title>失敗したエージェントのトレースをファインチューニングデータとして使用できるかどうかの調査</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15586-silpaehan-eijeonteu-teureiseureul-paintyuning-deiteoro-sayonghal-su-issneunji/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-01T17:31:14.557801+00:00</news:publication_date><news:title>실패한 에이전트 트레이스를 파인튜닝 데이터로 사용할 수 있는지 조사</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15586-etudier-si-les-traces-d-echec-des-agents-peuvent-servir-de-donnees-pour-le-fin/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-01T17:31:14.557801+00:00</news:publication_date><news:title>Étudier si les traces d'échec des agents peuvent servir de données pour le réglage fin</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15586-menyelidiki-apakah-jejak-agen-yang-gagal-dapat-digunakan-sebagai-data-penalaan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-01T17:31:14.557801+00:00</news:publication_date><news:title>Menyelidiki apakah jejak agen yang gagal dapat digunakan sebagai data penalaan halus</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15586-lthqyq-fy-mkny-stkhdm-msrt-lwkyl-lfshl-kbynt-dbt-dqyq/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-01T17:31:14.557801+00:00</news:publication_date><news:title>التحقيق في إمكانية استخدام مسارات الوكيل الفاشلة كبيانات ضبط دقيق</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15580-meituan-lanca-longcat-flash-lite-sparse-com-janela-de-contexto-de-1m/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-01T15:48:37.895547+00:00</news:publication_date><news:title>Meituan lança LongCat-Flash-Lite-Sparse com janela de contexto de 1M</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15580-meituan-ne-longcat-flash-lite-sparse-ko-1m-sndrbh-vinddo-ke-saath-jaarii-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-01T15:48:37.895547+00:00</news:publication_date><news:title>Meituan ने LongCat-Flash-Lite-Sparse को 1M संदर्भ विंडो के साथ जारी किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15580-meituan-1mkontekisutouintounolongcat-flash-lite-sparseworiri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-01T15:48:37.895547+00:00</news:publication_date><news:title>Meituan、1MコンテキストウィンドウのLongCat-Flash-Lite-Sparseをリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15580-meituan-1m-keontegseuteu-cangeul-gajin-longcat-flash-lite-sparse-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-01T15:48:37.895547+00:00</news:publication_date><news:title>Meituan, 1M 컨텍스트 창을 가진 LongCat-Flash-Lite-Sparse 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15580-meituan-lance-longcat-flash-lite-sparse-avec-une-fenetre-de-contexte-de-1m/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-01T15:48:37.895547+00:00</news:publication_date><news:title>Meituan lance LongCat-Flash-Lite-Sparse avec une fenêtre de contexte de 1M</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15580-meituan-merilis-longcat-flash-lite-sparse-dengan-jendela-konteks-1m/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-01T15:48:37.895547+00:00</news:publication_date><news:title>Meituan merilis LongCat-Flash-Lite-Sparse dengan jendela konteks 1M</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15580-mywtn-ttlq-longcat-flash-lite-sparse-bnfdh-syq-bs-1m/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-01T15:48:37.895547+00:00</news:publication_date><news:title>ميوتان تطلق LongCat-Flash-Lite-Sparse بنافذة سياق بسعة 1M</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15580-meituan-releases-longcat-flash-lite-sparse-with-1m-context-window/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-01T15:48:37.895547+00:00</news:publication_date><news:title>Meituan releases LongCat-Flash-Lite-Sparse with 1M context window</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15580-meituan-vypustila-longcat-flash-lite-sparse-s-kontekstnym-oknom-v-1m/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-01T15:48:37.895547+00:00</news:publication_date><news:title>Meituan выпустила LongCat-Flash-Lite-Sparse с контекстным окном в 1M</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15580-meituan-lanza-longcat-flash-lite-sparse-con-ventana-de-contexto-de-1m/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-01T15:48:37.895547+00:00</news:publication_date><news:title>Meituan lanza LongCat-Flash-Lite-Sparse con ventana de contexto de 1M</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15580-mei-tuan-fa-bu-longcat-flash-lite-sparse-zhi-chi-1m-shang-xia-wen-chuang-kou/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-01T15:48:37.895547+00:00</news:publication_date><news:title>美团发布 LongCat-Flash-Lite-Sparse，支持 1M 上下文窗口</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15575-llama-cpp-b10218-ka-minicpmv46-taunsanhurinkusaho-towozhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-01T13:10:44.201547+00:00</news:publication_date><news:title>llama.cpp b10218 が minicpmv46 ダウンサンプリングサポートを追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15575-llama-cpp-b10218i-minicpmv46-daunsaempeulring-jiweon-cuga/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-01T13:10:44.201547+00:00</news:publication_date><news:title>llama.cpp b10218이 minicpmv46 다운샘플링 지원 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15575-llama-cpp-b10218-ajoute-le-support-du-downsample-pour-minicpmv46/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-01T13:10:44.201547+00:00</news:publication_date><news:title>llama.cpp b10218 ajoute le support du downsample pour minicpmv46</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15575-llama-cpp-b10218-menambahkan-dukungan-downsample-minicpmv46/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-01T13:10:44.201547+00:00</news:publication_date><news:title>llama.cpp b10218 menambahkan dukungan downsample minicpmv46</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15575-df-llama-cpp-b10218-d-m-downsample-l-minicpmv46/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-01T13:10:44.201547+00:00</news:publication_date><news:title>إضافة llama.cpp b10218 دعم downsample لـ minicpmv46</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15575-llama-cpp-b10218-anade-soporte-de-downsample-para-minicpmv46/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-01T13:10:44.201547+00:00</news:publication_date><news:title>llama.cpp b10218 añade soporte de downsample para minicpmv46</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15575-llama-cpp-b10218-tian-jia-minicpmv46-xia-cai-yang-zhi-chi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-01T13:10:44.201547+00:00</news:publication_date><news:title>llama.cpp b10218 添加 minicpmv46 下采样支持</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15575-llama-cpp-b10218-adiciona-suporte-a-downsample-do-minicpmv46/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-01T13:10:44.201547+00:00</news:publication_date><news:title>llama.cpp b10218 adiciona suporte a downsample do minicpmv46</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15575-llama-cpp-b10218-men-minicpmv46-downsample-sportt-joddaa-gyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-01T13:10:44.201547+00:00</news:publication_date><news:title>llama.cpp b10218 में minicpmv46 downsample सपोर्ट जोड़ा गया</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15575-llama-cpp-b10218-adds-minicpmv46-downsample-support/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-01T13:10:44.201547+00:00</news:publication_date><news:title>llama.cpp b10218 adds minicpmv46 downsample support</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15575-llama-cpp-b10218-dobavliaet-podderzhku-daunsempla-minicpmv46/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-01T13:10:44.201547+00:00</news:publication_date><news:title>llama.cpp b10218 добавляет поддержку даунсемпла minicpmv46</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/15572-minimax-releases-minimax-h3-an-omni-modal-video-model-generating-2k-clips-with/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-01T11:47:58.341530+00:00</news:publication_date><news:title>MiniMax releases MiniMax H3, an omni-modal video model generating 2K clips with native stereo audio</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/15572-minimax-vypustila-model-minimax-h3-dlia-sozdaniia-video-v-omni-modalnom-formate/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-08-01T11:47:58.341530+00:00</news:publication_date><news:title>MiniMax выпустила модель MiniMax H3 для создания видео в омни-модальном формате с нативным стереозвуком и разрешением 2K</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/15572-minimax-lanza-minimax-h3-un-modelo-de-video-omnimodal-que-genera-clips-en-2k-con/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-08-01T11:47:58.341530+00:00</news:publication_date><news:title>MiniMax lanza MiniMax H3, un modelo de video omnimodal que genera clips en 2K con audio estéreo nativo</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/15572-minimaxfa-bu-minimax-h3-yi-kuan-neng-sheng-cheng-dai-yuan-sheng-li-ti-sheng-yin/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-08-01T11:47:58.341530+00:00</news:publication_date><news:title>MiniMax发布MiniMax H3，一款能生成带原生立体声音频的2K视频的多模态模型</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/15572-minimax-lanca-o-minimax-h3-um-modelo-de-video-omni-modal-que-gera-clipes-em-2k/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-08-01T11:47:58.341530+00:00</news:publication_date><news:title>MiniMax lança o MiniMax H3, um modelo de vídeo omni-modal que gera clipes em 2K com áudio estéreo nativo</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/15572-miniimaiks-ne-miniimaiks-ec3-jaarii-kiyaa-ek-omnii-moddl-viiddiyo-monddl-jo-2k/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-08-01T11:47:58.341530+00:00</news:publication_date><news:title>मिनीमैक्स ने मिनीमैक्स एच3 जारी किया, एक ओम्नी-मोडल वीडियो मॉडल जो 2K क्लिप को नेटिव स्टीरियो ऑडियो के साथ जनरेट करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/15572-minimaxka2kkuritsuhutoneiteihusutereoyin-sheng-wosheng-cheng-suruomunimo-minimax/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-08-01T11:47:58.341530+00:00</news:publication_date><news:title>MiniMaxが2Kクリップとネイティブステレオ音声を生成するオムニモーダルビデオモデル「MiniMax H3」をリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/15572-minimaxga-neitibeu-seutereo-odioro-2k-keulribeul-saengseonghaneun-olmodal-bidio/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-08-01T11:47:58.341530+00:00</news:publication_date><news:title>MiniMax가 네이티브 스테레오 오디오로 2K 클립을 생성하는 올모달 비디오 모델 MiniMax H3 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/15572-minimax-publie-minimax-h3-un-modele-video-omni-modal-generant-des-clips-2k-avec/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-08-01T11:47:58.341530+00:00</news:publication_date><news:title>MiniMax publie MiniMax H3, un modèle vidéo omni-modal générant des clips 2K avec audio stéréo natif</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/15572-minimax-merilis-minimax-h3-model-video-omni-modal-yang-menghasilkan-klip-2k-asli/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-08-01T11:47:58.341530+00:00</news:publication_date><news:title>MiniMax merilis MiniMax H3, model video omni-modal yang menghasilkan klip 2K dengan audio stereo asli</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/15572-mynymks-ttlq-minimax-h3-nmwdhj-fydyw-mt-dd-lhws-ywld-mqt-bdq-2k-m-swt-styryw-sly/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-08-01T11:47:58.341530+00:00</news:publication_date><news:title>مينيماكس تطلق MiniMax H3، نموذج فيديو متعدد الحواس يولد مقاطع بدقة 2K مع صوت ستيريو أصلي</news:title></news:news></url>
</urlset>