作为一名长期关注 LLM 架构演进的技术博主，最近发布的 Ring-2.5-1T 引起了我的极大兴趣。不同于市面上常见的 Transformer 变体，它采用了大胆的混合线性注意力架构（Hybrid Linear Attention）。
В октябре в США представили систему Precision Effects & Reconnaissance, Canister-Housed (PERCH), которая позволяет оснастить серийные танки M1A2 Abrams дронами-камикадзе Switchblade 300 и 600. Контейнеры с боеприпасами разместили на башне.
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Фото: Влад Некрасов / Коммерсантъ
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