A groundbreaking perspective reveals that complex systems, from Earth's ecosystems to AI models, inherently develop self-stabilizing mechanisms through evolutionary feedback loops. This challenges the dystopian narrative of AI extinction risks, proposing that embedded compensation dynamics—like those preventing nuclear catastrophe—will naturally mitigate existential threats. For developers and tech leaders, this shifts the AI safety focus from prevention to integration within our planet's resilient framework.