WINDLOADS.AI
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Validation disclosure

Public performance metrics are not yet available.

Windloads.ai has not yet published an independently reviewed evaluation set. Until that work is complete, the site does not claim a statistically calibrated pass probability; forecasts remain preliminary professional judgment.

Publication rules
  1. 01Freeze inclusion and exclusion rules before calculating metrics.
  2. 02Keep development specimens separate from an independent holdout set.
  3. 03Compare predicted and measured response at the same pressure and location.
  4. 04Publish sample size, R², mean absolute error, false-positive rate, and false-negative rate.
  5. 05Break results out by windows, doors, curtain wall, garage doors, and skylights.
  6. 06Disclose sparse or missing coverage for each system family.