The advancement of NLP technologies focused on knowledge and people offers a unique opportunity
to strengthen the business and societal structures by fostering trustworthy digital ecosystems. The results
of this project have the potential to positively impact society by providing tools and resources that
ensure the quality, integrity, and transparency of language models and digital content, enhancing
the ability to access and generate trustworthy information. By addressing challenges such as
disinformation, hate speech, and abusive behavior, while fostering the dissemination of valuable and
reliable content, this project establishes an innovative framework to integrate quality metrics, FAIR
principles, and privacy and security strategies into the development of NLP technologies, laying the
groundwork for a responsible and beneficial digital transformation for society and market.