Adjunction builds AI products for real work: systems that understand business context, support human decisions, and turn intelligence into execution.
LLMs become useful when they are guided by human judgment, context, and accountability.
AI should be measured by economic value, operational reliability, and the decisions it improves.
The next economy will be shaped by systems where people set direction and AI expands execution.
LLMs need human reasoning to matter. Benchmarks must be business-aware, economically valuable, and tied to real outcomes. Humans and AI will redefine how the economy works by joining judgment with scalable execution.