Another great real-time example of why automation alone will not solve impermanent loss in AMM market making.
When price moves this aggressively, up or down, simply automating range changes can actually make things worse. A system needs intelligence around its boundary conditions. It needs to understand when the current market state is no longer safe for the same market-making policy, when liquidity should be reduced or paused, and how inventory should be positioned at each boundary. With a move this fast, a newly placed AMM range may not even stay active long enough to earn enough fees to cover the inventory conversion and repositioning cost before price reaches the next boundary.
The harder problem is inventory. As price moves through a concentrated-liquidity range, the position keeps converting one asset into the other. At every boundary, the system has to decide what ratio of each asset should remain active, what should stay in reserve, whether liquidity should be repositioned, and whether moving at all makes sense. If you blindly chase a move like this, rebalance at a higher price, and price reverses before enough fees are earned, the loss can become much more painful.
A market makerβs job is not to predict where price goes next. That is the traderβs job. The market makerβs question is different: wherever price goes next, can I still maintain inventory on both sides and continue making the market without letting inventory losses overwhelm the fees I earn?
This is exactly why I believe what we are building at
@Balcore_AI sits in a very unique place. We were fortunate enough to choose a problem where the industry still has not found a broadly successful solution. That also means there is no easy playbook to follow. Sometimes building something meaningful requires the courage to walk into the dark, break the problem apart piece by piece, and try to bring some light to an area others have struggled to solve.
That is what we are building Balcore to solve: intelligence around boundaries, inventory, capital deployment, and knowing when to move, how much to move, and when it is no longer safe to market make.
Be the Market Maker. There is no escape. πΊ