Engineering Evidence Center
Evidence behind every mechanical decision.
Evidence Sources
20 validated assemblies with structure, function, and ground truth
10 documented failure patterns with root cause analysis
Step-by-step reasoning chains with observation, misinterpretation, and verification
Linked mechanisms, failures, and root causes with traceable evidence edges
Validation Methods
Parse STEP files → topology, DOF, mechanism type
Motion mapping, expected vs actual behavior
Physical constraints, engineering specs, real-world data
Cross-validate AI output against physical reality
Coverage Domains
20
With ground truth
10
Documented & traced
60
Constraint-based
18
Pass + Partial
Validation Results
Fully validated
Needs review
Contradiction found
Sample Evidence — How We Validate
Why Our Evidence Is Trustworthy
Inspect the Evidence
Browse verified mechanical assemblies, review documented failure patterns, trace reasoning chains, and inspect consistency validation reports.