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Mariusz Kulma

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#small language model Open access Oct 2026

Testing six LLM-generated sleep-EEG predictions on open polysomnography: a case study with a pre-frozen protocol and negative results

Language models can write research hypotheses much faster than anyone can test them. Earlier studies have judged such hypotheses by expert ratings, benchmarks with known answers or laboratory experiments. We report a small, fully documented case from a different angle: what happens to a handful of model-generated predi...

Mariusz Kulma · 0 citations
#software testing Dataset Open access Sep 2026

Reproducibility archive: positional-prefix subsampling of archive FASTQ for telomeric-repeat estimation

This archive accompanies the manuscript "Positional-prefix subsampling of archive FASTQ for telomeric-repeat estimation: a preregistered negative benchmark, a rare catastrophic-failure benchmark, and a submission-format marker confirmed prospectively". It contains the protocols, analysis plans and SHA-256 stage locks w...

Mariusz Kulma · 0 citations

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