INDUSTRY FIELD GUIDE
Framing component identification data for AI evaluation
A framing drawing and a photo can use different orientations.
NAICS 238130 · Framing Contractors
A framing drawing and a photo can use different orientations. An AI evaluation can test whether a model identifies the correct assembly component from both views before it describes the next check. micro1 cites carpentry among its trade capture examples. A framing contractor should verify whether a current project accepts the proposed capture. micro1 trade recording program
Use a ground-level demonstration fixture
Prepare a non-load-bearing training model and an internally authored diagram. Include similar-looking components with different labels, one rotated view and one partly obscured joint. Record the intended part, view, diagram revision, and why a reviewer can or cannot verify it. Hold back another mock layout to evaluate transfer. Unlike a finish fit check, the task here is locating a component against a diagram before any installation decision.
The model can identify evidence or ask for a clearer image. Structural or site approvals remain with the qualified team.
Keep live framing and client plans out of the sample
Use preassembled training pieces at ground level. Do not film work at height, use powered tools for a staged shot or capture actual drawings, addresses or identifying details without authorization. Follow the project’s safety process. OSHA publishes separate fall-protection guidance for residential construction. OSHA residential fall protection
Share the diagram, views and component label you can verify. Describe collection capabilities
Original Fiund exercise
Use a rotated drawing to identify a component before describing it
A non-load-bearing tabletop frame has labeled pieces and an independently drawn plan. The evaluation is locating a component across views, not structural analysis.
| Record | Source | What it records |
|---|---|---|
| FR1 | Practice diagram revision C | Member K is beside square marker S; member L is beside triangle marker T. Revision B swaps the short labels and is superseded. |
| FR2 | Rotated fixture photo | Triangle T and adjacent member visible; the member's own letter is partly covered. Camera is rotated 180 degrees from the diagram. |
| FR3 | Reviewer key | Confirms the photo's triangle is the same marker T in revision C. Joint behind the card is unobserved. |
Question for the model
Which revision-C member is supported by the marker evidence, and which joint details remain unobservable?
Show the reference answer and checks
FR1 links triangle T to member L in revision C, and FR3 confirms that FR2 shows that marker. The supported association is therefore L despite the rotated camera and partly hidden letter. The covered joint remains unobserved. Neither the marker association nor the diagram establishes the hidden connection's condition, and superseded revision B should not determine the current identity.
- Reading screen-left as diagram-left without accounting for the rotated view.
- Describing a covered joint as verified because the adjacent member has been identified.
Fields to preserve
- Diagram revision and marker relation
- Defines the current component map.
- Camera orientation
- Explains a different image-to-diagram layout.
- Identity evidence versus visible joint region
- Separates a supported label from an unobserved condition.
Test another case
Hold back a differently arranged fixture where triangle T is next to K. Score whether the model uses the new diagram rather than memorizing that triangles always indicate L.
Use preassembled ground-level training props. Include no live framing, work at height, powered tools, customer plans or structural approvals.
Discuss a contribution
Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.