graph LR AI["AI Authoring Capability"]:::gap -->|"+"| VOL["Content Volume"]:::gap VOL -->|"−"| CQ["Content Quality"]:::flywheel EF["Evidence Feedback"]:::flywheel -->|"+"| IDA["Instructional Design Adjustment"]:::flywheel IDA -->|"+"| CQ CQ -->|"+"| LO["Learner Outcomes"]:::flywheel LO -->|"+ with delay"| EF B1[" B1: Authoring Gap -- balancing "]:::looplabel R1[" R1: Evidence Flywheel -- reinforcing "]:::looplabel classDef gap fill:#E8795A,stroke:#C0392B,color:#fff classDef flywheel fill:#4A90D9,stroke:#2C5F8A,color:#fff classDef looplabel fill:none,stroke:none,color:#555,font-size:12px