Inquiries

A documentary study of how fifteen large organisations classify AI in their public governance documents.

A controlled test of whether the governance wrapping that makes a model deployable inside an institution removes specific forms of capability while preserving the appearance of intelligence.

A coding study of how twenty-two major firms publicly describe their AI programmes in prepared management remarks.

A systematic review of narrative disclosure prose across large US public companies, comparing 2019, 2022, and 2024 filings.