Declining LLM token costs signal shift toward infrastructure integration

LLM intelligence costs are decreasing by orders of magnitude annually, driven by both proprietary and open-weight model optimizations. This trend suggests that token availability will cease to be the primary constraint, shifting the focus toward model quality and local execution on commodity hardware.