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.

人工智慧態勢感知——針對幻覺風險、範圍蔓延和環境退化的內部威脅偵測。將 Cooper 顏色代碼映射到推理狀態，將 OODA 循環映射到即時決策。在任何推理品質很重要的任務中、在不熟悉的領域中操作時、在偵測到早期預警訊號（例如不確定的事實或可疑的工具結果）之後或在高風險輸出（例如不可逆轉的變更或架構決策）之前使用。 來源：pjt222/development-guides。