Evidence vs inference labeling
Reproducibility, ethics, licensing
Sources and expert verification
Advance cultural heritage through verifiable digital reconstruction and education. Our method follows the logic of critical restoration after Cesare Brandi: every element is classified by the strength of its evidence, kept legible as evidence versus inference, and documented for reproducibility. In partnership with museums, universities, and practitioners, we publish methods and results, deliver teaching programs, and enable safe, wide access to fragile or lost works. All surplus is reinvested into research and public resources.
Every model element is classified by evidentiary tier — evidence (documented fact) or inference (reconstructive assumption) — with a source link, recorded in the Reconstruction Dossier and shown in visualization layers. Nothing inferred is presented as observed; acknowledged uncertainty is part of the method, not a weakness of it.
We ensure version control, persistent identifiers, and standardized metadata, and we publish protocols and checklists. Ethics and rights are observed: proper citation, lawful image use, and no unmarked alterations. Licensing follows source rights: open where possible, or partner agreements with clear terms and attribution.