Paradigm Emergence Map
Recursive Self-Improving AI
Recursive self-improving AI is the transition from static models to systems that improve their own tools, memory, code, evaluations, and architecture.
Weak + Innovation
Weak point: Weak point
Unverified self-improvement can amplify misalignment, eval gaming, hidden capabilities, and irreversible tool misuse.
Innovation opportunity: Innovation zone
Verified recursive loops with formal checks, audit trails, adversarial evaluators, and human approval gates.