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Bartłomiej Jaworski

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#artificial intelligence Preprint Oct 2026

The AI Risk Observatory: What Can We Learn from AI Disclosures in Annual Reports About Societal Resilience?

Societal resilience research relies on access to useful and actionable data, which motivates our main research question: Can annual reports, processed at scale with LLMs, provide a useful signal about how companies disclose their response to AI? We test this by applying a reproducible two-stage classification pipeline...

Bartłomiej Jaworski · 0 citations
#small language model Preprint Aug 2026

PUMA: A Polish Benchmark for Culturally Grounded Multimodal Understanding

PUMA (Polish Unified Multimodal Assessment) is proposed, a novel benchmark of 900 hand-crafted tasks designed to probe the limits of multimodal models in the Polish cultural and linguistic context and open-source the evaluation framework to advance localized multimodal AI research.

Slawomir Dadas, Michał Perełkiewicz, Rafal Poswiata et al. · 0 citations

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