In this talk, artist/writer Steph Maj Swanson will use the story of how her AI-generated character "Loab" arose (and went viral) as a jumping off point to present creative work and strategies that emerged from attempts to crack AI black boxes open. Aligned with the hacker ethos of exploration, experimentation and creative misuse, this talk presents adversarial artmaking practices for AI systems. It will also explore what it means to engage in cultural production today, as new forms of automation and centralization loom over the arts and entertainment industries. In the words of Nam June Paik: "I use technology in order to hate it more properly."