The Width Paradox as a 3D landscape: a Uniswap v3 LP's fee reward (colour) and rebalancing cadence (height) both climb toward the narrow-range edge. Slide volatility to watch the human-vs-agent frontier move.
The Liquidity Surface — drag to orbit the surface · slide σ to walk the volatility axis and move the iso-vol contour · tap the surface to toggle the human weekly-cadence ceilingopen artifact ↗
Uniswap v3's capital efficiency multiplier peaks at 20× for ±10% ranges, but first-passage math shows the same position rebalances 54 times a year — making active LP management an optimization problem that requires AI-grade execution frequency.