IntuiTek¹ is the public record of work by W. Kyle Million—researching how intelligence, judgment, and designed systems behave when they meet the real world.
No catalog of promises. A selection of ideas, research, and working methods with an identifiable source.
The Unified Cognitive Substrate examines how persistent agents can retain more than facts across memory and context transitions. Eleven controlled experiments explored context-sensitive routing.
UCS source and validation materials, preserved alongside its paper.
A working distinction that changes how reliability and accountability are assessed.
The subjects cross boundaries. What connects them is a demand for coherent reasoning and observable results.
Memory contains facts. Judgment includes the discarded options, constraints, and reasoning that led there.
The difference between an executed action, a recorded action, and an outcome that can actually be verified.
Investigating assumptions before deciding whether the answer is AI, software, research, or something else.
Founded in Poplar Bluff, Missouri, IntuiTek¹ combines a local point of view with questions that extend far beyond the region.
The background ↗Research is more useful when readers can find the original source, its status, and its limitations.
