The eternal complement

A new essay series exploring an AGI future examines the relationship between human insight and execution capacity, arguing that advanced AI may matter most for the routine work behind breakthrough ideas. The author notes that as civilization advances, the cost and complexity of realizing ideas have grown significantly, citing research showing that sustaining Moore's law requires far more researchers today than in the 1970s while measured research productivity has fallen. Historically, grand achievements like the James Webb Space Telescope required vast global supply chains and bureaucracies compared to the simpler tools of earlier scientists. Artificial intelligence is currently making execution less scarce by writing code, searching literature, and turning sketches into working prototypes, thereby complementing human ingenuity and allowing individuals to pursue ideas that once required entire organizations. However, as AI grows capable of generating its own brilliant insights and hypotheses, it could flood the world with ideas faster than supporting infrastructure can absorb them, potentially leaving society more execution-starved than before. Ultimately, the future pace of progress depends on whether AI can help civilization invent more efficient physical and institutional complements or if the growing complexity of nature will continually demand larger experimental efforts.