What is your perspective on recursive self-improvement and autonomous feedback loops in AI models?

Recursive self-improvement is frequently discussed as purely algorithmic feedback, but the real compounding loop involves integrating AI into physical scientific research, chip design, and energy systems. When models accelerate the underlying tools of technological discovery, the compounding pace of innovation accelerates exponentially.