As predictive markets platforms like Kalshi blur the lines between finance and fandom, legal experts and higher education leaders unpack the intersection of sports betting, data science, and regulation. This panel will examine whether predictive markets represent a fundamentally different model from traditional wagering—or simply a regulatory workaround—while also addressing escalating legal battles across states, federal oversight questions, and shifting sentiment in Washington. Join this discussion to better understand how analytics and statistical modeling are reshaping odds-making and what it means for the future of sports betting and predictive markets.