CONSOB, the Italian financial markets regulator, and the University of Trento have jointly developed a prototype for detecting potentially misleading messages published by bond issuers.
The prototype uses large language models, specifically Google’s domain-adapted ClimateBERT and ESGBERT models, in combination with a proprietary dictionary to map a defined set of