当前，大模型正快速向具备自主规划能力的「智能体（Agent）」方向演进，AI 需要频繁回顾动辄数万字的上下文，导致系统性能的制约因素已从「算力不足」转变为「数据传输太慢」。
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In 1942, at the height of British industrial war mobilization, an unlikely cohort scavenged the nation’s coastline for a precious substance. Among them were researchers, lighthouse keepers, members of the Royal Air Force and the Junior Red Cross, plant collectors from the County Herb Committee, Scouts and Sea Scouts, schoolteachers and students. They were looking for fronds and tufts of seaweed containing agar, a complex polysaccharide that forms the rigid cell walls of certain red algae.