AI systems are beginning to automate their own development processes. Jack Clark highlights a shift toward autonomous research loops where models propose, test, and refine their own architectures. This trend reduces human bottlenecks in model iteration. Practitioners should prepare for a faster, machine-led pace of technical discovery and rapid versioning.