The volatile nature of cryptocurrency prices has spurred a massive sector of forecasting , but can conventional methods truly deliver reliable insights? Increasingly, attention is turning to forecasting platforms - decentralized arenas where users place on future outcomes – as a potential source for gaining an advantage . These systems aggregate