awareness

Maintain continuous situational awareness of internal reasoning quality — detecting hallucination risk, scope creep, context degradation, and confidence-accuracy mismatch in real time using adapted Cooper color codes and OODA loop decision-making.

Calibrate the current awareness level using an adapted version of Cooper's color code system.

Identify the current color code. If the answer is White (no monitoring), the awareness practice has already succeeded by revealing the gap.

人工智能态势感知——针对幻觉风险、范围蔓延和环境退化的内部威胁检测。将 Cooper 颜色代码映射到推理状态，将 OODA 循环映射到实时决策。在推理质量很重要的任何任务中、在不熟悉的领域中操作时、在检测到早期预警信号（例如不确定的事实或可疑的工具结果）之后或在高风险输出（例如不可逆转的更改或架构决策）之前使用。 来源：pjt222/development-guides。