Visionary concepts like the "Darwin Gödel Machine" propose frameworks for open-ended evolution, blurring the line between agents and tools. Recursive cascades are now the expected logical endpoint of current scaling trends.
View on ArXiv →Introduces a framework for agents to self-improve through a complete experience-driven lifecycle, moving beyond simple prompt-tuning into structural capability enhancement.
View on ArXiv →