· Paul Lukic
Recursive Self-Improvement for Artificial Intelligence Coding Agents: What Is Real, What Is Theory, and What We Shipped
Recursive self-improvement is the idea that an artificial intelligence system improves its own ability to improve. Here is what the theory actually says, why the model-level loop is still theory, and how we built the instruction-level version for coding agents with a human at the gate.