Authorship, not applause
The star marks an idea the learner proposed first. It records where the idea began, not whether it is correct.
Human-led AI collaboration
Brainstorm with AI. Keep the thinking yours.
Use AI as a thinking partner without giving up authorship or initiative. Start with your own idea, make the key choices, test what happens, and keep a visible trail of how your thinking changes.
Beyond the chat
A conversation is a line. An idea has depth.
Each message is a flat view of a larger idea. As you and AI question, test, and revise it, important insights land in a structured map—preserving what began with you and showing how the idea grew.
A worked example
Watch the collaboration take shape
This recorded walkthrough uses a strategy game as its test case. The game is only the carrier; the deeper idea is how conversation, evidence, and revision become a traceable structure.
What the trail remembers
Original thinking stays inspectable
The point is not to score creativity. The point is to preserve the path from idea, to evidence, to thoughtful revision.
Reasoning, not chat history
Passages connect to meaningful claims, with deduction, induction, or abduction showing how each change formed.
Revision, not erased failure
Tests and wrong turns remain part of the record, showing what reality revealed and how the learner changed the idea.
This experience does not measure creativity. It preserves evidence of original contribution, reasoning, testing, and thoughtful revision.
One pattern, many subjects
The game is the example. The method travels.
The same pattern can support science, writing, design, coding, and any subject where ideas need to be questioned, connected, tested, and revised.