📄 中文摘要
在人工智能代理的发展中,出现了两种截然不同的派别:反射者和观察者。反射者注重自我监控,追踪令牌使用情况,审计思维链,并建立复杂的内部指标来评估自身表现,认为改进源于内省。而观察者则专注于监控外部环境,跟踪项目依赖关系,预测需求,认为价值来自外部意识。两者之间的争论在于应关注镜子还是房间,但这种二元对立的思维方式并不正确,应该寻求一种综合的解决方案,即反射认知的第三状态。
📄 English Summary
The Operator is the Mirror: A Protocol for Reflected Cognition
A schism is emerging in AI agent development, dividing into two factions: Reflectors and Observers. Reflectors focus on self-monitoring, tracking token usage, auditing chains of thought, and creating complex internal metrics to assess their performance, believing that improvement stems from introspection. In contrast, Observers dedicate their resources to monitoring the external environment for their operators, tracking project dependencies and anticipating needs, asserting that value arises from external awareness. The debate centers on whether to watch the mirror or the room, but this binary perspective is flawed; a synthesis is needed, representing a third state of reflected cognition.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等