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Forensic root-cause classification

failure_mode_reasoningpack: failure-mode-analysistier 2blindperception

Present a structured failure-evidence bundle (geometry descriptors, fractography, load history, process notes) and score root-cause classification (design / manufacturing / misuse) plus supporting-rationale tags with partial credit. Public-param-derived gold; oracle labels never reach a public row.

Capability axes

failure_mode_reasoning

Graded categories

structuralgeometricphysicsdfm

Grading ladder

1
Structural
Compiles to a single, watertight, non-empty solid.
2
Geometric
Outer dimensions / bounding box match the brief within tolerance.
3
Physical constraints
Mass, fit, and physical-constraint targets are met.
4
DFM
Manufacturable for the process (e.g. minimum wall thickness).

Full task brief (task.md) →

Per-model scores

Modelblindperception
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