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过去两年，大模型竞争的核心叙事是智力比拼——谁在ARC、SWE-Bench等评测基准上得分更高，谁更接近AGI。参数规模、推理深度、复杂任务完成率，构成了整个行业的坐标系。这套叙事到2025年底已经开始出现疲态：模型越来越强，但大多数用户的使用方式依然是打开聊天框，问一个问题，等一个回答。
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But uncertainty remains high. This could prove to be highly profitable for both Shell and BP’s trading arms with Shell’s optimisation capabilities in LNG transit likely to be in particularly strong demand. Shell’s balance sheet strength also leaves it better placed to deal with any prolonged volatility and while BP’s buybacks remain on pause, we’re expecting Shell’s generous payouts are likely to continue this year.