Magdalena Kala describes herself as a consumer needs and wants investor who starts from human behavior first and then maps technology onto real-world consumer desires, building Double Down entirely around mainstream consumer adoption of web3 rather than infrastructure or trading. Before becoming an investor she co-founded an all-female blackjack team that deliberately exploited gender bias at casinos, and she self-describes as a lifetime degen—a mindset she's now channeling into consumer crypto while bringing Bain-honed discipline to diligence and underwriting.