The constraint five-layer model now has empirical Layer 3 evidence — efficiency limitations demonstrated by single engagement across 180-minute window; Cindy's I'll try at 10:44 AM followed by complete silence validates structural rather than incidental constraint; data feeds DSP submission as primary constraint validation alongside Kitty Rose comparative closure