[{"channel_id":1009185002,"post_id":5348,"date":1784214807000,"forwards":"19","views":"8.8K","comments":"17","text":"<img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5379927720606056127\/thumb.webp?hash=EjqyBy_Hx5pH9PrQhN7j-g&ts=1784315999' alt='\ud83d\udef4'> <b>\u0414\u043b\u044f \u0442\u0435\u0445, \u043a\u0442\u043e \u043f\u0435\u0440\u0432\u044b\u0439 \u0440\u0430\u0437 \u043d\u0430 \u0441\u0430\u043c\u043e\u043a\u0430\u0442\u0435 \u0438\u043b\u0438 \u043f\u0440\u043e\u0441\u0442\u043e \u0434\u0430\u0432\u043d\u043e \u043d\u0435 \u043a\u0430\u0442\u0430\u043b\u0441\u044f.<\/b> \u0420\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u043c \u043f\u0440\u043e \u0443\u0447\u0435\u0431\u043d\u044b\u0439 \u0440\u0435\u0436\u0438\u043c \u0438 \u0434\u0435\u043b\u0438\u043c\u0441\u044f \u0441\u043e\u0432\u0435\u0442\u0430\u043c\u0438, \u043a\u0430\u043a \u043d\u043e\u0432\u0438\u0447\u043a\u0430\u043c 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title=\"\u042f\u043d\u0434\u0435\u043a\u0441\">@yandex<\/a>","text_length":339,"grouped_id":14273718462925906,"media":{"gallery":[{"root":"\/001\/5BQAAOrwJjwAAAAAunOZyvHI4J4.1xlrG5UquEq91jate2o5MAI.Ajwm8OoAABTkalkAFlrhfalPlKk5HuCUVr9y3YE","photo":{"thumbs":{"m":{"w":180,"h":320,"hash":"6TYgiSJEOy0Ic7d6rLDgIg&ts=1784315999"},"x":{"w":450,"h":800,"hash":"TiiUK2nHNu1FmoY6p86MIA&ts=1784315999"},"y":{"w":720,"h":1280,"hash":"5Kz9ePiencqN-Y5HhvIvRg&ts=1784315999"},"i":{"bytes":"AoABc|C1cTSJJhGA4zjA\/wAaj+0yno6nPsP8afcwXMku6KUKuOmSKqSR3KuEa7CsTgDJ\/wAK5YpNFGjAZjnzRj04H9DRTbaOVB+9YMcddxOfzorN2uBYqGYIWj3hT82ADUhdVIBYAnoCetR3AGwZ6gjH1pLcZKAAMAYAooUgqCDmikxEM1tHOys3UfrUc9qzxFVlb2yc0UU1J6ALZxPGHDAqpOVGcn3ooopt3YH\/2Q=="}}}},{"root":"\/001\/5RQAAOrwJjwAAAAAunOZyvHI4J4.2BlrG5UquEo9D07DzJJwGwI.Ajwm8OoAABTlalkAFkA7shXXH3pTHlGpQeKVRDc","photo":{"thumbs":{"m":{"w":256,"h":320,"hash":"3-U8zz3RY7c-ayFoQOdBvQ&ts=1784315999"},"x":{"w":640,"h":800,"hash":"Xz1tAOHvzUA69nko63sOKA&ts=1784315999"},"y":{"w":1024,"h":1280,"hash":"vnXFMEkhKxOD1pFef77SgQ&ts=1784315999"},"i":{"bytes":"AoACA|C\/cytHt2Moz61CLmQ\/8tEP4ValjZ8YbGKhEM4RQsgBBy2ecj0zigBguJT0ZM+wzViJpCPnA+v\/ANaoVhuMgPMpXGDhQCP89KmhWVVIlcOc8EDHGB\/9egCWmkknC9O5pXOFJpMFAMcigA2Dvz+NKBjpSB1PenUAIRkc0tFFADGjycjin0UUAf\/Z"}}}},{"root":"\/001\/5hQAAOrwJjwAAAAAunOZyvHI4J4.2RlrG5UquEqNkKg7Z9QuHgI.Ajwm8OoAABTmalkAFlNxINqwdhRod7itQw8hC40","photo":{"thumbs":{"m":{"w":256,"h":320,"hash":"wAhqPEclMmc5P3d-MSZ6Fw&ts=1784315999"},"x":{"w":640,"h":800,"hash":"O2t_4ixPsBtu-tY60epqmg&ts=1784315999"},"y":{"w":1024,"h":1280,"hash":"riH-pkD4W84ADzjODI1CTw&ts=1784315999"},"i":{"bytes":"AoACA|C5qH\/HlJn2\/nWSrqQeM8dK1tQ\/48pM9OP5isJvRefwrGj8I2SytGzAopUAcj3rY0\/\/AI8o\/wAf5msSLaZAJMhe+BW3Y4FomDkc84x3NKtsCC+IFo5K7gMZHryKyjcQY4tQD7Of8K1ryJ5oNkbhTnJyaz3sZQuTKn4Empp8ttRkP2qD\/n0\/8fNatiwa0RlXaDnA9OTWcunzMMidMe5I\/pWpbRmOPacYzwASQPzoqcttAHuiyLhhkfWoTaruyu0D025oorBNoAW0UNk4I9MVMiKgwox+NFFDbYH\/2Q=="}}}},{"root":"\/001\/5xQAAOrwJjwAAAAAunOZyvHI4J4.4RhrG2ZKwEq7aWqXxhXruwI.Ajwm8OoAABTnalkAFks7FqKf3w4oGFO3qAn02Ts","photo":{"thumbs":{"m":{"w":256,"h":320,"hash":"U4BSwmnhixPx2H9lrrVvHA&ts=1784315999"},"x":{"w":640,"h":800,"hash":"V8jvenl_w3pZayNX54ZV4w&ts=1784315999"},"y":{"w":1024,"h":1280,"hash":"4FckFrG4z8x8gE8JygIpRQ&ts=1784315999"},"i":{"bytes":"AoACA|CxcSmMrg4\/Kokmmc4U5PXoOP1q5RimIgRphnehb0xgf1qeiigBrPt\/hNJ5o4+VuaRyucMmab8n\/PM\/lQA\/zP8AZb8qVW3diPrUfyf88z+VSgADgYoAR03en5UgjAP8P5UUUAKEUHIHNOoooA\/\/2Q=="}}}}]}},{"channel_id":1009185002,"post_id":5344,"date":1784199888000,"forwards":"30","views":"11.6K","comments":"16","text":"<img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5226468925667030055\/thumb.webp?hash=PYW5_-xnBusLfKjKMQs-Gw&ts=1784315999' alt='\ud83d\ude95'> <b>\u0423\u0444\u0430, \u0421\u0430\u0440\u0430\u0442\u043e\u0432, \u041a\u0430\u0437\u0430\u043d\u044c \u2014 \u0432 \u044d\u0442\u0438\u0445 \u0433\u043e\u0440\u043e\u0434\u0430\u0445 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0438 <\/b><a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/taxi.yandex.ru\/ru_ru\"><b>\u042f\u043d\u0434\u0435\u043a\u0441 \u0422\u0430\u043a\u0441\u0438<\/b><\/a><b> \u0447\u0430\u0449\u0435 \u0432\u0441\u0435\u0433\u043e \u0435\u0437\u0434\u044f\u0442 \u043d\u0430 \u0442\u0430\u0440\u0438\u0444\u0435 \u00ab\u0412\u043c\u0435\u0441\u0442\u0435\u00bb.<\/b> \u0412 \u043d\u0451\u043c \u0432\u044b \u0435\u0434\u0435\u0442\u0435 \u0432\u043c\u0435\u0441\u0442\u0435 \u0441 \u043f\u043e\u043f\u0443\u0442\u0447\u0438\u043a\u043e\u043c, 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src='https:\/\/televisor.tlgrm.dev\/emoji\/5199527776935229905\/thumb.webp?hash=nrKf4WrgEDya5UJphuoBOQ&ts=1784315999' alt='\u2198\ufe0f'> \u0427\u0442\u043e \u0447\u0430\u0449\u0435 \u0432\u0441\u0435\u0433\u043e \u0437\u0430\u0431\u044b\u0432\u0430\u044e\u0442 \u0432 \u0442\u0430\u043a\u0441\u0438? \u0421\u043c\u043e\u0442\u0440\u0438\u0442\u0435 \u043f\u043e\u0434\u0431\u043e\u0440\u043a\u0443 \u043d\u0435\u043e\u0431\u044b\u0447\u043d\u044b\u0445 \u0432\u0435\u0449\u0435\u0439 <a title=\"\u042f\u043d\u0434\u0435\u043a\u0441\" href=\"\/channels\/@yandex\">\u0442\u0443\u0442<\/a>. \u0410 \u0432 \u044d\u0442\u043e\u043c \u0432\u044b\u043f\u0443\u0441\u043a\u0435 <a title=\"\u042f\u043d\u0434\u0435\u043a\u0441\" href=\"\/channels\/@yandex\">yet another podcast \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u043c<\/a>, \u043a\u0430\u043a \u0443\u0441\u0442\u0440\u043e\u0435\u043d\u0430 \u0421\u043b\u0443\u0436\u0431\u0430 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u042f\u043d\u0434\u0435\u043a\u0441 Go.<br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5434072732629223390\/thumb.webp?hash=vFVfnSNPfrnBy2B5-5vyQw&ts=1784315999' alt='\ud83d\udc9b'> \u041f\u043e\u0441\u0442\u0430\u0432\u044c\u0442\u0435 <a title=\"\u042f\u043d\u0434\u0435\u043a\u0441\" href=\"\/channels\/@yandex\">\u0431\u0443\u0441\u0442 \u043a\u0430\u043d\u0430\u043b\u0443<\/a>","text_length":522,"grouped_id":14273599111473586,"media":{"gallery":[{"root":"\/00c\/4BQAAOrwJjwAAAAA61Oa5cGa8Mg","photo":{"thumbs":{"m":{"w":180,"h":320,"hash":"jUKS6UZ0e3RKhjqE-ypdPQ&ts=1784315999"},"x":{"w":450,"h":800,"hash":"3ihZYMlDLJ4q13lPKD4ahg&ts=1784315999"},"y":{"w":720,"h":1280,"hash":"eM9fSgHMPD4p8khsAbVxeg&ts=1784315999"},"i":{"bytes":"AoABc|BY03g0eS+M44+tOhxg5ODn1FSPtZDyPzFAFYjHFFPWNn6Dj1opcyCw0sgGWJp0cfmqSDgdjUUjBcDGc8VErXMb5XGKUr20GWBBcxn5HGPXNFMdpZCpLFQDn\/PNFRZ9QFAJ7DIp3H1oorUQn1OaKKKAP\/\/Z"}}}},{"root":"\/00e\/4RQAAOrwJjwAAAAARrTHfXWQv-A","photo":{"thumbs":{"m":{"w":256,"h":320,"hash":"rZa1qpo-v6H7i-C9LxxbUw&ts=1784315999"},"x":{"w":640,"h":800,"hash":"VxQ9dB8SwchWCH8Ih72-sw&ts=1784315999"},"y":{"w":1024,"h":1280,"hash":"k4_AQkR5BX0WMuUpIIVfNQ&ts=1784315999"},"i":{"bytes":"AoACA|C8Twcckdqj3T4\/1a\/99\/8A1qkJwCQM03e\/\/PNqYgUyEjegA9jT6arEnBQinUAFGB6Uq4LDPSpCgOQAQRQBGEzzSEYNPyOCaYTk5oAKcJCPcUUUANooooA\/\/9k="}}}},{"root":"\/00b\/4hQAAOrwJjwAAAAAmwmtHLOqOyE","photo":{"thumbs":{"m":{"w":256,"h":320,"hash":"M2D3i9gIwTNAD5q22aEbhA&ts=1784315999"},"x":{"w":640,"h":800,"hash":"_P9rvJA5YUc28yGsO-oBBQ&ts=1784315999"},"y":{"w":1024,"h":1280,"hash":"YgHHGwJRy6Yx_13yJeCB4g&ts=1784315999"},"i":{"bytes":"AoACA|DSdsIxXBIHQnFQfajwSq9P746+lWqjMSHPHJrhTXUoh+1t\/wA81H\/bQVOjb0ViMZGcZzSLEgwQOakobXQApKKiM\/zbQjd+e1TYCUUtV0nZiAYiBxznpU9NqwB161GYIy2dvPsSKKKV2ACCMHIX8yTUgGBgUUUXYH\/\/2Q=="}}}},{"root":"\/00e\/4xQAAOrwJjwAAAAARrTHfXWQv-A","photo":{"thumbs":{"m":{"w":256,"h":320,"hash":"R9TiD3zBs257bw0nTc878g&ts=1784315999"},"x":{"w":640,"h":800,"hash":"r-7j08q5kvxFP72x-fZ_zw&ts=1784315999"},"y":{"w":1024,"h":1280,"hash":"kKQkBA3P7-JtRbXMOUyuHw&ts=1784315999"},"i":{"bytes":"AoACA|C6zYRiOSBUBuWAHyD9f8KsEBgVIyDTPIizu8tc9c4piGxyu5HygL9eamqMQRDogqSgBCcDJpvnR\/3qV\/uHI4qJRGcgR5\/AUASeanr+lPByMimqMDhcY96dQAhGRg0gjQdqKKAFCgdABS0UUAf\/2Q=="}}}}]}},{"channel_id":1009185002,"post_id":5337,"date":1784132695000,"forwards":"25","views":"12.7K","comments":"6","fwd_from":{"id":1352895466,"username":"techno_yandex","title":"\u0422\u0415\u0425\u041d\u041e: \u042f\u043d\u0434\u0435\u043a\u0441 \u043f\u0440\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438"},"text":"<b>\u041d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438 \u0434\u0435\u0448\u0435\u0432\u0435\u044e\u0442, \u0430\u0433\u0435\u043d\u0442\u044b \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u044e\u0442\u0441\u044f<\/b><br><br>\u0412 \u0421\u0435\u0443\u043b\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043b\u0430\u0441\u044c \u043e\u0434\u043d\u0430 \u0438\u0437 \u0433\u043b\u0430\u0432\u043d\u044b\u0445 \u043c\u0438\u0440\u043e\u0432\u044b\u0445 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0439 \u043f\u043e \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u043c\u0443 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044e International Conference on Machine Learning (ICML). \u041a\u043e\u043c\u0430\u043d\u0434\u0430 \u042f\u043d\u0434\u0435\u043a\u0441\u0430 <a href=\"https:\/\/t.me\/MLunderhood\/351\" target=\"_blank\" rel=\"noreferrer nofollow\">\u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b\u0430<\/a> \u043d\u0430 \u043d\u0435\u0439 \u0432\u043e\u0441\u0435\u043c\u044c \u0441\u0442\u0430\u0442\u0435\u0439 \u0438 <a href=\"https:\/\/t.me\/MLunderhood\/369\" target=\"_blank\" rel=\"noreferrer nofollow\">\u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0430<\/a> \u043d\u0430\u0433\u0440\u0430\u0434\u0443 \u0437\u0430 \u043b\u0443\u0447\u0448\u0443\u044e \u0441\u0442\u0430\u0442\u044c\u044e \u043d\u0430 \u0432\u043e\u0440\u043a\u0448\u043e\u043f\u0435 <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/sites.google.com\/view\/gfmicml-2026\">Graph Foundation Models: A New Era for Graph Machine Learning<\/a>. \u0410 \u043c\u044b \u043f\u043e\u043f\u0440\u043e\u0441\u0438\u043b\u0438 \u0421\u0435\u0440\u0433\u0435\u044f \u042e\u0434\u0438\u043d\u0430, \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044f \u043e\u0442\u0434\u0435\u043b\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0418\u0418-\u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432, \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u0442\u044c, \u0447\u0442\u043e \u0436\u0434\u0430\u0442\u044c \u043e\u0442 \u0418\u0418 \u0432 \u0431\u043b\u0438\u0436\u0430\u0439\u0448\u0435\u043c \u0431\u0443\u0434\u0443\u0449\u0435\u043c.<blockquote><b>\u0422\u0440\u0435\u043d\u0434 \u2116 1<\/b>.<b> \u0422\u0435\u043e\u0440\u0438\u044f \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u043e\u0439<\/b><br><br>\u0412 \u0441\u0444\u0435\u0440\u0435 \u0418\u0418 \u0441\u0442\u0438\u0440\u0430\u0435\u0442\u0441\u044f \u0433\u0440\u0430\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u0442\u0435\u043e\u0440\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f\u043c\u0438 \u0438 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u043e\u0439. \u0423\u0447\u0451\u043d\u044b\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u0443\u044e\u0442 \u0442\u043e, \u0447\u0442\u043e \u0441\u043e\u0437\u0434\u0430\u044e\u0442 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438, \u0430 \u043f\u0440\u0435\u043c\u0438\u0438 \u043f\u043e\u043b\u0443\u0447\u0430\u044e\u0442 \u043e\u0442\u043a\u0440\u044b\u0442\u0438\u044f \u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0437\u0430\u0432\u0442\u0440\u0430 \u0431\u0443\u0434\u0443\u0442 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b \u0432\u0441\u0435\u043c. \u0414\u0432\u0435 <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/blog.icml.cc\/2026\/07\/05\/announcing-the-icml-2026-awards\">\u0440\u0430\u0431\u043e\u0442\u044b<\/a> \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 ICML 2026 Outstanding Paper Award. \u041e\u0431\u0435 \u0441\u0432\u044f\u0437\u0430\u043d\u044b \u0441 \u0434\u0438\u0444\u0444\u0443\u0437\u0438\u043e\u043d\u043d\u044b\u043c\u0438 \u043c\u043e\u0434\u0435\u043b\u044f\u043c\u0438, \u0430 \u043e\u0434\u043d\u0430 \u0438\u0437 \u043d\u0438\u0445 \u2014 \u0441 dLLM. \u0414\u0438\u0444\u0444\u0443\u0437\u0438\u043e\u043d\u043d\u044b\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 \u043c\u043e\u0433\u0443\u0442 <a title=\"\u0422\u0415\u0425\u041d\u041e: \u042f\u043d\u0434\u0435\u043a\u0441 \u043f\u0440\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438\" href=\"\/channels\/@techno_yandex\">\u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c<\/a> \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0442\u043e\u043a\u0435\u043d\u043e\u0432 \u043d\u0430 \u043e\u0434\u043d\u043e\u043c \u0448\u0430\u0433\u0435 \u0438 \u0432 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f\u0445 \u0437\u0430\u043c\u0435\u0442\u043d\u043e \u0441\u043e\u043a\u0440\u0430\u0449\u0430\u0442\u044c \u0432\u0440\u0435\u043c\u044f \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438.<\/blockquote><blockquote><b>\u0422\u0440\u0435\u043d\u0434 \u2116 2<\/b>.<b> \u0410\u0433\u0435\u043d\u0442\u044b \u0438 \u0445\u0430\u0440\u043d\u0435\u0441\u0441<\/b><br><br>\u0410\u0433\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0431\u044b\u0441\u0442\u0440\u043e \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0438 \u0443\u0436\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0432 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u044b\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f\u0445. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u043d\u0430\u0434\u0451\u0436\u043d\u043e\u0441\u0442\u044c, \u043e\u0446\u0435\u043d\u043a\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0438 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u0430\u044f \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u0430\u044f \u0440\u0430\u0431\u043e\u0442\u0430 \u043e\u0441\u0442\u0430\u044e\u0442\u0441\u044f \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c\u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u043c\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u043c\u0438. \u0410 \u0445\u0430\u0440\u043d\u0435\u0441\u0441 \u2014 \u0432\u0441\u0451, \u0447\u0442\u043e \u043e\u043a\u0440\u0443\u0436\u0430\u0435\u0442 \u044f\u0437\u044b\u043a\u043e\u0432\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0432 \u0430\u0433\u0435\u043d\u0442\u0441\u043a\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435, \u2014 \u0441\u0442\u0430\u043b \u043f\u0440\u0435\u0434\u043c\u0435\u0442\u043e\u043c \u0441\u0435\u0440\u044c\u0451\u0437\u043d\u043e\u0433\u043e \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f. \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e\u0442:<br> <br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5195424734547836814\/thumb.webp?hash=9vSU0iSaghJmep3rcZ_Z9Q&ts=1784315999' alt='\ud83d\udd35'> <b>\u043f\u0430\u043c\u044f\u0442\u044c \u0430\u0433\u0435\u043d\u0442\u043e\u0432<\/b> \u2014 \u044d\u043f\u0438\u0437\u043e\u0434\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u0438 \u043f\u0440\u043e\u0446\u0435\u0434\u0443\u0440\u043d\u0443\u044e, \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043d\u0430 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u043e\u043f\u044b\u0442\u0435, <a title=\"\u0422\u0415\u0425\u041d\u041e: \u042f\u043d\u0434\u0435\u043a\u0441 \u043f\u0440\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438\" href=\"\/channels\/@techno_yandex\">\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0441 \u043f\u043e\u0434\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u0435\u043c<\/a> (reinforcement learning, RL) \u043f\u043e\u0432\u0435\u0440\u0445 \u043f\u0430\u043c\u044f\u0442\u0438<br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5195424734547836814\/thumb.webp?hash=9vSU0iSaghJmep3rcZ_Z9Q&ts=1784315999' alt='\ud83d\udd35'> <b>\u0440\u0430\u0431\u043e\u0447\u0438\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u044b: <\/b>\u043a\u0430\u043a \u043d\u0430\u0443\u0447\u0438\u0442\u044c \u0430\u0433\u0435\u043d\u0442\u0430 \u0434\u0435\u043b\u0430\u0442\u044c \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u0434\u0430\u0447, \u043a\u0430\u043a \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0442\u044c \u0430\u0433\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u043f\u043e \u0441\u0435\u0440\u0432\u0435\u0440\u0430\u043c<b><br><br><\/b><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5195424734547836814\/thumb.webp?hash=9vSU0iSaghJmep3rcZ_Z9Q&ts=1784315999' alt='\ud83d\udd35'><b> \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c:<\/b> \u0430\u0433\u0435\u043d\u0442, \u0447\u0438\u0442\u0430\u044e\u0449\u0438\u0439 \u0447\u0443\u0436\u0438\u0435 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b, \u0443\u044f\u0437\u0432\u0438\u043c \u043a \u043f\u0440\u043e\u043c\u043f\u0442-\u0438\u043d\u044a\u0435\u043a\u0446\u0438\u044f\u043c. \u041e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0442\u043e\u0440\u044b ICML <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/blog.icml.cc\/2026\/03\/18\/on-violations-of-llm-review-policies\">\u0432\u0441\u0442\u0440\u043e\u0438\u043b\u0438<\/a> \u0432 PDF \u0441\u0442\u0430\u0442\u0435\u0439 \u0438\u043d\u044a\u0435\u043a\u0446\u0438\u0438, \u0447\u0442\u043e\u0431\u044b \u0432\u044b\u044f\u0432\u0438\u0442\u044c \u0440\u0435\u0446\u0435\u043d\u0437\u0435\u043d\u0442\u043e\u0432, \u043d\u0430\u0440\u0443\u0448\u0430\u0432\u0448\u0438\u0445 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u044b\u0439 \u0437\u0430\u043f\u0440\u0435\u0442 \u043d\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 LLM \u0438\u0437 \u043f\u0440\u0430\u0432\u0438\u043b. \u0411\u044b\u043b\u043e \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u043e 795 \u0442\u0430\u043a\u0438\u0445 \u0440\u0435\u0446\u0435\u043d\u0437\u0438\u0439 \u043e\u0442 506 \u0440\u0435\u0446\u0435\u043d\u0437\u0435\u043d\u0442\u043e\u0432. \u0423 398 \u0438\u0437 \u043d\u0438\u0445 \u0431\u044b\u043b\u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0435 \u0437\u0430\u044f\u0432\u043a\u0438 \u043d\u0430 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u044e. \u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 ICML \u043e\u0442\u043a\u043b\u043e\u043d\u0438\u043b\u0430 497 \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u0441 \u043d\u0438\u043c\u0438 \u0441\u0442\u0430\u0442\u0435\u0439.<\/blockquote><blockquote><b>\u0422\u0440\u0435\u043d\u0434 \u2116 3<\/b>.<b> \u0414\u0435\u0448\u0451\u0432\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435<\/b><br><br>RL-\u0434\u043e\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 LLM \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0435\u0435: \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0438 \u0431\u043e\u043b\u0435\u0435 \u044d\u043a\u043e\u043d\u043e\u043c\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0441\u043d\u0438\u0436\u0430\u044e\u0442 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f \u043a \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0435. \u041f\u0440\u0435\u043c\u0438\u044e ICML 2026 Test of Time \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0430 \u0440\u0430\u0431\u043e\u0442\u0430 2016 \u0433\u043e\u0434\u0430 <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/arxiv.org\/abs\/1602.01783\">Asynchronous Methods for Deep Reinforcement Learning<\/a>. \u0418\u0434\u0435\u044f \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u044b\u0445 actor-learners \u0441\u0442\u0430\u043b\u0430 \u043e\u0434\u043d\u0438\u043c \u0438\u0437 \u0432\u0430\u0436\u043d\u044b\u0445 \u043f\u0440\u0435\u0434\u0448\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u0438\u043a\u043e\u0432 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b RL-\u043f\u043e\u0441\u0442\u0442\u0440\u0435\u0439\u043d\u0430 LLM. \u0412 \u043e\u0434\u043d\u043e\u0439 \u0438\u0437 \u043d\u043e\u0432\u044b\u0445 <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/arxiv.org\/abs\/2602.07729\">\u0440\u0430\u0431\u043e\u0442<\/a> \u0430\u0432\u0442\u043e\u0440\u044b \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u0438, \u0447\u0442\u043e \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0442\u043e\u0440 SGD \u0432 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f\u0445 RLVR \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043d\u0435 \u0445\u0443\u0436\u0435 AdamW \u0438 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043c\u0435\u043d\u044c\u0448\u0435 \u043f\u0430\u043c\u044f\u0442\u0438. \u0414\u043b\u044f Qwen3-1.7B \u043f\u0438\u043a\u043e\u0432\u043e\u0435 \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u0435 GPU-\u043f\u0430\u043c\u044f\u0442\u0438 \u0441\u043d\u0438\u0437\u0438\u043b\u043e\u0441\u044c \u043d\u0430 15,7 \u0413\u0411. \u0422\u0430\u043a\u0438\u0435 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u0441\u043d\u0438\u0436\u0430\u044e\u0442 \u043f\u043e\u0440\u043e\u0433 \u0434\u043b\u044f \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u043e\u0441\u0442\u0442\u0440\u0435\u0439\u043d\u0430 LLM.<\/blockquote>\u041f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0439\u0442\u0435\u0441\u044c \ud83d\udc49 <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/t.me\/+De-O-8ql8GJlMWQ6\">@techno_yandex<\/a>","text_length":2718,"media":{"root":"\/00d\/2RQAAOrwJjwAAAAAdFu7lia9fIY","photo":{"thumbs":{"m":{"w":320,"h":320,"hash":"ReOxCqVWco6KXhIVcASUFw&ts=1784315999"},"x":{"w":800,"h":800,"hash":"Zi23sZITMNO5nRD9BZLxwg&ts=1784315999"},"y":{"w":1280,"h":1280,"hash":"O5H0AOqmNlQxSqpmzTRH7A&ts=1784315999"},"w":{"w":1920,"h":1920,"hash":"d_0S6TfJi6AV3hivG_uF-w&ts=1784315999"},"i":{"bytes":"AoACg|BzSuJmIl2qM5GCen+e1MEr53facA+qcEVaMMrk7ZSOeMKOBSpbssu4yg8cjaOfxqhFN5cDBvSCc9EP+e1Wbe4jcKglMjHJzip2IXpyaapJPTj1oAcCG6HviimD532gYUck0UAVr+WZ7yKOORowy84PHemQySJcmBpC4YZVu4NLLl7lJHSRNowcDOPxqO1DG\/Dsc9RyPagOhoZ2Qh5MnA5xQhLdOR2NJLMd4QAYPBolDlGVMfMPxoAkkKQQ5dsDv70VXt9wi2ThifYHFFICZyccfypu5v8AIoopiGjIJIUc9eKXLY6D8qKKAHqTjn+VFFFAH\/\/Z"}}}}}]