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Making Bielik LLM Reason (Better): A Field Report

arXiv cs.CL / 3/12/2026

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Key Points

  • Bielik LLM's reasoning capabilities are being evaluated and advanced through a dedicated research program.
  • The study outlines initial benchmarking, evaluation methodology, and plans for comparing Bielik against other large language models.
  • It analyzes comparative results and discusses future prospects while explicitly acknowledging the limitations of current analyses.
  • The overarching goal is to keep Bielik competitive in the rapidly changing AI landscape.

Abstract

This paper presents a research program dedicated to evaluating and advancing the reasoning capabilities of Bielik, a Polish large language model. The study describes a number of stages of work: initial benchmarking and creation of evaluation methodology, analyzing of comparative results with other LLMs and outlining of future prospects that take into account the limitations of the analyses conducted so far and aims to keep Bielik in the race give the ever-changing -- and competitive -- AI landscape.

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