水不仅能维持生命,还可电解为氢氧,既能为航天员制造呼吸气体,也能转化为航天器推进剂。
而更大的变量是AI Agent的崛起。摩根士丹利在最新研报中指出,2026年将是AI从实验走向核心基础设施的一年,这些智能体更可靠、更有记忆力、幻觉更少,还能持续学习。这份研报中写到说:“推理正在成为一种内存挑战,而不仅仅是计算挑战”。
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Crucially, don't hesitate to create conceptual models for fear of imperfection. You will make mistakes! Designing conceptual frameworks is a creative process that inherently involves experimentation and refinement. Rather than avoiding the attempt, develop conceptual models and remain prepared to revise them when they become more burdensome than beneficial. Similar to how editing is fundamental to writing, restructuring is essential to software development, and conceptual models often require the most restructuring over time.