Specialist

The experts will create realistic, professional-grade visual reasoning problems that evaluate advanced structural, spatial, functional, and analytical reasoning skills. Contributors will leverage real-world technical documentation, drawings, schematics, layouts, and engineering artifacts to create benchmark tasks that can only be solved through careful visual interpretation and domain expertise.

Key Responsibilitie

Benchmark Content Development

tCreate complex visual reasoning problems based on authentic industrial and engineering artifacts

• .Develop tasks that require multi-step reasoning, analysis, troubleshooting, design interpretation, planning, or decision-making
• .Ensure that the visual artifact is essential to solving the problem and that the task cannot be answered from text alone
• .Design questions that emphasize structural, spatial, functional, and systems-level reasoning rather than simple visual lookup or OCR

.Problem/Solution Authorin

For each benchmark item, create

1. Problem Statemen

• A clear and unambiguous description of the task
• tAn authentic engineering or industrial artifact such as a CAD drawing, schematic, blueprint, floor plan, P&ID, assembly diagram, process flow diagram, network topology, plant layout, or system diagram
• .Final Answe
• A concise, objective, and verifiable answer
• Worked Solutio

A detailed step-by-step reasoning process demonstrating how the answer is derived from the visual artifac

Domains of Intere

Experts with experience in one or more of the following domains are encouraged to appl

Mechanical Engineeri

• CAD drawin
• Assembly diagra
• msExploded vie
• wsGD&T drawin
• Thermodynamics and fluid-flow schematic

Electrical Engineeri

• Circuit schemati
• PCB layou
• Timing diagra
• Control syste

Semiconductor Engineeri

• Chip architecture diagra
• SoC block diagra
• RTL and dataflow diagra

Process Engineeri

• Process Flow Diagrams (PFD
• Piping and Instrumentation Diagrams (P&ID
• Plant layou
• Control-loop diagra

Civil Engineering & Architectu

• Floor pla
• Blueprin
• Structural drawin
• Site pla

Manufacturing Engineeri

• Production workflo
• Factory layou
• Process diagra

Robotics & Automati

• Workcell layou
• Robot cell diagra
• Automation schemati

Utilities & Power Syste

• Grid diagra
• Electrical distribution syste
• Substation layou

Aerospace Engineeri

• System schemati
• Assembly drawin
• Maintenance diagra
• Propulsion and flight-system diagra

Telecommunicatio

• Network topology diagra
• Infrastructure layou

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