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Instruct, which alibaba reports outperforms google's gemini 2.5 pro on major vision benchmarks, and thinking, which scores highly on multimodal reasoning tasks. Season 1 of the contest began october 17 and runs to november 3. Alibaba Cloud 低調發布 Qwen3-VL，全球首個能完整分析2小時視頻的視覺語言模型。 這不是小升級，而是視覺 AI 的革命：從掃描短片到精準定位長時序事件，開源視覺 AI 從「跟跑」變「領跑」， Google Gemini 2.5 Pro + OpenAI GPT-5 企業夢碎，2026 年視頻分析市場將血流成河。 Qwen3-VL 的殺手鐧是超長視頻理解：在「針尖於乾草堆」測試中，將語義重要畫面隨機插入 兩小時視頻 （約 100 萬 Token），模型精準定位並分析，準確率 100%（30 分鐘視頻）與 99.5% （兩小時）。

Two chinese artificial intelligence (ai) models, deepseek and qwen, lead an ai crypto trading contest Alibababa's qwen 3 max gained 7.36%, while deepseek ai lost 2.78%

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