Видеозапись работы аварийных служб после инцидента в Севастополе появилась в сети02:43
If you want low overhead and reliable gains, a single contiguous block in the mid-stack is still the best first move. (33, 34) gives you most of the benefit for almost nothing.Sparse single-layer repeats are real and useful as low-cost alternatives, especially for math-heavy workloads.Composing many motifs can produce strong raw scores, but overhead climbs fast and the interactions are sublinear.The Pareto frontier is clean. Contiguous blocks dominate once you account for size.More broadly, this work confirms what Part 1 suggested: Transformer reasoning is organised into discrete functional circuits, and this organisation is a general property, not an artifact of one model or one generation of models. The circuits are there in Qwen3.5-27B, just as they were in Qwen2-72B, Llama-3-70B, and Phi-3. The boundaries differ. The principle doesn’t.
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Экс-наставник «Зенита» рассказал о самочувствии после госпитализации02:47
迪纳波利估算，纽约市每13个工作岗位中就有1个直接或间接与华尔街相关。
Объяснена причина приобретения высокобюджетной титановой версии iPhone 20:56