Shaping the Future of AI
IT specialists, linguists, as well as lawyers, sociologists, and cybersecurity experts. We all work together to advance Polish language models.

Participating Institutions
HIVE is developed by eight research centers and institutions delivering IT projects for the public sector.National Information Processing Institute – National Research Institute (OPI PIB)
Consortium MemberMore
Dr Agnieszka Karlińska
ead of the Large Language Models Department at the NASK National Research Institute for AI Safety. She focuses on two main areas: developing tools for detecting harmful content — such as hate speech — and building secure and trustworthy large language models. Her work emphasizes evaluating the propensity of LLMs to produce toxic or discriminatory content, and mitigating biases at various stages of model development.

Dr hab. Piotr Pęzik, prof. UŁ
Head of the Department of Corpus and Computational Linguistics at the University of Łódź. Author of over 100 scientific publications and IT solutions in the field of corpus and computational linguistics. He has worked as an investigator and coordinator of national and European R&D projects, including NKJP, CESAR, PLEC, and BootStrep. Scientific consultant for the private sector (e.g. Pfizer UK, Transitions Technologies, VoiceLab).

Building Language Data Corpora for Pretraining
Meet the leads of this workstream:dr hab. Piotr Pęzik, prof. UŁ
dr Marcin Oleksy
dr Anna Kołos

Training Large Language Models
Meet the leads of this workstream:dr inż. Jan Kocoń
mgr Łukasz Flis

Securing and Evaluating Large Language Models
Meet the leads of this workstream:mgr Karolina Seweryn
dr hab. inż. Maciej Piasecki, prof. PWr.

Pilot Implementation of Models in the Public Sector
Meet the leads of this workstream:dr inż. Marek Kozłowski
dr inż. Mikołaj Mroszczak
HIVE AI Consortium Board
mgr Łukasz Flis
ACK Cyfronet AGHdr Agnieszka Karlińska
NASK PIBdr inż. Marek Kozłowski
OPI PIBdr hab. Maciej Ogrodniczuk, prof. IPI PAN
IPI PANdr hab. Piotr Pęzik, prof. UŁ
UŁdr hab. inż. Maciej Piasecki, prof. PWr.
PWrmgr Joanna Wrzosek
COIdr hab. Roman Roszko, prof. IS PAN
IS PAN