As a CFA-certified quantitative analyst with five years in crypto markets, I've seen this pattern before. AirSwap’s erratic price swings—6.51% one day, then collapsing to 2.97%—reveal more about market fragility than transparency. Trading volume spikes while exchange rates diverge, suggesting manipulated liquidity. This isn’t noise—it’s a signal. The data doesn’t lie; the narrative does.