BlackSwan TRL-3 Baseline Results

Date: 2026-04-28 Environment: single node simulation, mvp/cycle_demo.py, 200 steps Single run (manual capture)

Metric	Value
Final balance Kelly	1016.90
Final balance Random	998.33
Kelly advantage (Kelly – Random)	18.57

This manual baseline will be used as reference for TRL-4 comparison.