AI for Checking Diorama Scale Consistency
As of 2026-10-16 · AZET 운영팀 (the AZET team). We operate azet.io and publish this guide for fun and reference.
The chair looks comfortable beside the desk, but the door behind it reads like a cupboard. That is the problem in our fictional station waiting room. Nothing needs a conversion worksheet yet. The first task is deciding which object defines the scene's visual relationships.
I would choose a focal object before asking for revisions. If you use an AI text assistant, it could help sort your observations into mismatches, intentional exceptions, and unresolved relationships. It cannot establish how your physical scene looks from notes you have not supplied. Every scene and review exchange below is hypothetical.
Choose what the scene asks us to believe
In this fictional diorama, the focal object is a wooden waiting-room bench. The maker wants viewers to imagine someone sitting there while looking toward the entrance. The bench is therefore the visual reference for the door, luggage, wall clock, and nearby chair.
This does not mean every object must become ordinary. The maker also wants an exaggerated clock as a storytelling choice. State that exception at the beginning so a consistency review does not erase it while tidying the room.
Write the viewing setup beside the brief: “The scene is intended to be viewed from the open front, with the bench closest to the viewer.” These words describe the imagined maker's chosen presentation. A different viewing position would require its own observations.
Build a visual mismatch ledger
Here is the fictional maker's supplied ledger:
| Relationship | Personal observation | Intended treatment |
|---|---|---|
| Bench and entrance | Door reads like a cupboard beside the bench | Review |
| Bench and chair | They seem to belong in the same room | Retain provisionally |
| Bench and luggage | Bag looks too large to sit beside a passenger | Review |
| Clock and wall | Clock dominates the wall deliberately | Preserve exception |
| Rear corridor and entrance | Corridor narrows in the planned front view | Inspect from that view |
Each row compares a relationship. “Door too small” alone would omit the object and viewpoint that make it seem small. The ledger also distinguishes an impression from a decision. The chair remains provisional because later changes could alter how that pairing reads.
Do not ask a text assistant to populate empty observations. If you have not looked at the corridor from the intended position, its entry should say “not observed.”
Ask for a review order, not a replacement room
A usable prompt for this hypothetical scene is:
Review my diorama ledger against my stated focal object and viewing position. Group entries into unintended mismatch, deliberate exception, and insufficient observation. Suggest an order for inspecting relationships. Preserve the oversized clock as intentional. Do not calculate dimensions, invent measurements, or declare the scene visually consistent. Explain each suggestion using a supplied observation.
An illustrative response might put the entrance first because the maker explicitly links its cupboard-like appearance to the bench. It could put the luggage next and leave the clock alone. That is an inspection order, not evidence that either object requires rebuilding.
Before changing the entrance, the maker can temporarily cover the luggage and inspect the bench-door pairing by itself. Record what changes in the impression. The point is to isolate a relationship with a reversible viewing exercise, not to make an assistant judge an unseen arrangement.
Protect a deliberate perspective exception
Suppose the rear corridor is intentionally compressed to suggest depth from the chosen front position. An illustrative assistant draft might classify its narrowing as an inconsistency and recommend making every doorway match.
The human correction should restore the missing intention: “The rear corridor is a perspective exception for the front view. Review whether it supports that view, not whether it matches the entrance when seen from above.” That instruction changes the criterion without declaring the illusion successful.
The maker still needs to inspect it. In this fictional example, imagine the new observation is: “From the front, the corridor seems distant; from the side, it looks abruptly narrowed.” Keep both statements and label their viewpoints. If side viewing matters for the final presentation, the exception may need reconsideration. If the front view is the agreed presentation, retain the side-view limitation in the notes.
Close relationships individually
After a change, return to the focal bench. Revisit the entrance, then the luggage, then the chair. A correction to one object does not settle every row.
Use plain statuses: retained, changed and rechecked, or unresolved. For our fictional scene, the clock can be “retained as intentional” while the luggage remains unresolved. I would rather keep that honest distinction than give the whole room a single consistency score.
FAQ
What makes a useful focal object?
Choose an object central to the scene's intended action and visible from the planned viewpoint. The waiting bench works here because the imagined activity is sitting and waiting. In another scene, a worktable or boat could provide a more useful reference.
When should a perspective exception stay in the ledger?
Keep it whenever the apparent relationship depends on where the viewer stands. Record the intended viewpoint, the maker's actual impression, and any view where it breaks down. Calling an effect deliberate does not remove the need to inspect it.
What if two objects both seem like the wrong size?
Compare each with the chosen focal object before comparing them only with each other. Also note placement and viewing position. If the available observations cannot separate the causes, retain the ambiguity and try one reversible arrangement change at a time.
The dated AZET reference
The maker introduction dated 2026-10-03 describes the azet AI assistant and an email early-access waitlist. It does not document a diorama inspection feature or establish current access.
For the email waitlist described in that introduction, visit https://azet.io and check the website for the latest availability.