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Data, Models & Assumptions

Documenting simplifications to maintain transparency.

Explicit Assumptions

All models within STC make simplifying assumptions. These are documented explicitly to enable critique, prevent false confidence, and guide future refinement cycles.

Model Limitations

STC models are intentionally incomplete. Missing fidelity is treated as a known limitation rather than a defect.

Transparency Doctrine

A transparent model with known flaws is preferred over an opaque model with higher apparent accuracy.