Published research · v1.1
Shaping the Room
Posture, Context, and the Architecture of Human-AI Interaction
Why this matters
The same mechanism can make human-AI work better.
Context is not only a security problem. Used openly, it lets a person establish what kind of conversation this is, what remains uncertain, and when the machine must stop before acting.
You do not need a clever prompt or technical vocabulary. You need a clear room: purpose, facts, boundaries, and a shared understanding of what happens next.
Design paper · constructive methodology · the positive side
What this record establishes
The design side of the same mechanism: seven primer categories, design principles, and the constructive methodology behind the Contact Series.
Publication authority
Public record
The DOI record is the publication authority. This page is the durable Shaping Rooms reading door and preserves direct access to the versioned artifact.