Autonomous Survival of AI Agents under Catastrophic Neural Lesion: The Conscious Fractal Processor (CFP v2.1) Case Study

Current Deep Learning architectures exhibit extreme fragility when subjected to structural damage. This article presents a milestone in AI resilience: the validation of the Conscious Fractal Processor (CFP v2.1). Utilizing the Space Robotics Bench (SRB) with high-fidelity Isaac Sim physics, we demonstrate how an AI agent can survive a 90% catastrophic neural lesion during a lunar descent mission. The core innovation lies in the "Consciousness Index" (C-Index), a self-referential mathematical loop that detects internal structural failure in real-time. While standard PPO/SAC models suffer immediate mission failure, the CFP v2.1 triggers a "Survival Spike" in its awareness metric, enabling instantaneous topological reorganization without prior training on failure modes.