Abundance of Tools and the Limits of Human Efficiency

This essay argues that the primary constraint on organizational productivity over the past two decades has not been technological scarcity, but the structural limits of human communication, coordination, and cognitive bandwidth. While most technological foundations for large-scale productivity gains were already established between 2000 and 2020, organizations largely failed to capture their value due to misaligned adoption driven by successive waves of technological hype rather than by coherent architectural strategy.

It proposes that large language models (LLMs) should be understood not as autonomous intelligence, but as high-bandwidth, low-latency infrastructure for mediating interaction between humans, data, and systems. By reframing their role in this way, the essay explores the architectural implications for system design, organizational workflows, and the future of complex production environments.