OMNI Economic Impact Report
Episodes simulated: {episodes}
| Strategy | GMV | ROI |
|---|---|---|
| OMNI | {omni_gmv} | {omni_roi} |
| LP-only | {lp_gmv} | {lp_roi} |
| Uniform | {uniform_gmv} | {uniform_roi} |
- GMV lift vs LP-only: {gmv_lift}
- ROI separation vs LP-only: {roi_lift}
- GMV target: {gmv_target}
OMNI concentrates effort on frontier interventions while respecting ROI floors and cost ceilings. The curriculum dynamically prunes trivial variants, allowing the agent to deliver superior business impact without manual oversight.