Atlantis
Built at AI Engineer World's Fair Hackathon 2026 · Jun 27, 2026 · San Francisco, CA

An RL agent (GRPO + LoRA) that learns the person-specific privacy attacks universal safety filters miss — eliciting "allowed-but-compromising" leaks judged against each person's contextual-integrity care vector, and recursively self-improving its own weights and its own curriculum of harder targets.