23:47, 9 марта 2026Мир
Scott requires no application process, no pitch meetings, no strings attached. She conducts “quiet research” to identify nonprofits, then shocks them with grants ranging from $300,000 to $80 million. Recipients often ignore her emails at first, thinking they’re spam.
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Our primary finding is that dynamic resolution vision encoders perform the best and especially well on high-resolution data. It is particularly interesting to compare dynamic resolution with 2048 vs 3600 maximum tokens: the latter roughly corresponds to native HD 720p resolution and enjoys a substantial boost on high-resolution benchmarks, particularly ScreenSpot-Pro. Reinforcing the high-resolution trend, we find that multi-crop with S2 outperforms standard multi-crop despite using fewer visual tokens (i.e., fewer crops overall). The dynamic resolution technique produces the most tokens on average; due to their tiling subroutine, S2-based methods are constrained by the original image resolution and often only use about half the maximum tokens. From these experiments we choose the SigLIP-2 Naflex variant as our vision encoder.
«Самый простой способ — внимательно смотреть на адресную строку. Мошенники часто используют домены, визуально похожие на оригинал: вместо буквы "o" могут поставить цифру 0, вместо "i" — "l", добавляют лишние дефисы или используют другие зоны — не .ru, а .com или .online. Сравните адрес с тем, что вы вводили раньше. Разница в один символ — уже причина закрыть вкладку», — подытожил эксперт.
Маргарита Щигарева