Research brief / Interfaces
Human Viewport & Interaction Cost
Evaluate a workflow one visible screen, pointer action, and keystroke at a time.
The research question
Can a person complete the task using only the information visible in the current viewport?
Inside the work
The method replays a workflow as a physical sequence: discover a control, move the pointer, select, type, inspect the result, and recover from a mistake. Reading the whole DOM or jumping to a hidden control cannot establish discoverability. This portfolio's review applies the same rule to desktop and phone screens.
A local AI coding workbench that keeps projects, people, agents, and evidence together. The Neuron project offers a concrete way into this field of research.
Explore NeuronWhat this brief establishes
This is an overview of the program and its place in the research library. It is not a full paper, a dataset, or evidence of a measured outcome. Where a related project has a tested result or an open limitation, its project page names that boundary.
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