The volatile nature of digital asset prices has spurred a massive industry of prediction , but can conventional methods truly provide reliable insights? Increasingly, attention is turning to oracle systems - decentralized arenas where users wager on future outcomes – as a potential source for gaining an edge . These systems aggregate the “ coll