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#unrealneural
«Mixture of Cognitive Reasoners» — модульная архитектура-трансформер, вдохновленная функциональными сетями мозга: языком, логикой, социальными рассуждениями и знаниями о мире.

Архитектура:
В основе предварительно обученная модель (например, Llama‑3.2‑1B). Далее клонируем каждый слой в четырех экспертов. Затем маршрутизатор динамически назначает токены одному эксперту (маршрутизация top‑1) на слой. Сохраняя сопоставимое количество активных параметров с базовой моделью. И так далее.

https://arxiv.org/abs/2506.13331

AI LAB | Лаборатория ИИ
#unrealneural
«Mixture of Cognitive Reasoners» — модульная архитектура-трансформер, вдохновленная функциональными сетями мозга: языком, логикой, социальными рассуждениями и знаниями о мире.

Архитектура:
В основе предварительно обученная модель (например, Llama‑3.2‑1B). Далее клонируем каждый слой в четырех экспертов. Затем маршрутизатор динамически назначает токены одному эксперту (маршрутизация top‑1) на слой. Сохраняя сопоставимое количество активных параметров с базовой моделью. И так далее.

https://arxiv.org/abs/2506.13331
hottg.com/unrealneural/1612
337 viewsАртур Ишмаев, 


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Spiking bond yields driving sharp losses in tech stocks

A spike in interest rates since the start of the year has accelerated a rotation out of high-growth technology stocks and into value stocks poised to benefit from a reopening of the economy. The Nasdaq has fallen more than 10% over the past month as the Dow has soared to record highs, with a spike in the 10-year US Treasury yield acting as the main catalyst. It recently surged to a cycle high of more than 1.60% after starting the year below 1%. But according to Jim Paulsen, the Leuthold Group's chief investment strategist, rising interest rates do not represent a long-term threat to the stock market. Paulsen expects the 10-year yield to cross 2% by the end of the year. A spike in interest rates and its impact on the stock market depends on the economic backdrop, according to Paulsen. Rising interest rates amid a strengthening economy "may prove no challenge at all for stocks," Paulsen said.

#unrealneural

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