AEGIS framework tackles autonomous AI exploit risks

AEGIS is the necessary ideological counterweight to the "Project Glasswing" model of concentrated defensive power. The "Security Singularity" is here; when models like Mythos can find zero-days in minutes, the traditional patch cycle is dead. By moving from centralized gatekeeping to a distributed immune system, AEGIS attempts to democratize high-tier defense without leaking offensive capabilities. The use of cryptographic scope enforcement and transparency ledgers is a sophisticated approach to the "alignment problem" in an adversarial context. While critics argue a distributed system is harder to recall if subverted, the framework's focus on architectural constraints directly addresses this.