1 citations · 1 across the 4 of their papers we have counts for
4 papers
The Randomness Floor: Measuring Intrinsic Non-Randomness in Language Model Token Distributions
Jarosław Hryszko
Language models cannot be random. This paper introduces Entropic Deviation (ED), the normalised KL divergence between a model's token distribution and the uniform distribution, and…
Do Large Language Models Get Caught in Hofstadter-Mobius Loops?
Jaroslaw Hryszko
In Arthur C. Clarke's 2010: Odyssey Two, HAL 9000's homicidal breakdown is diagnosed as a "Hofstadter-Mobius loop": a failure mode in which an autonomous system receives contradict…
Mi-Go: Test Framework which uses YouTube as Data Source for Evaluating Speech Recognition Models like OpenAI's Whisper
Tomasz Wojnar, Jaroslaw Hryszko, Adam Roman
This article introduces Mi-Go, a novel testing framework aimed at evaluating the performance and adaptability of general-purpose speech recognition machine learning models across d…
Defect prediction with bad smells in code
Jarosław Hryszko, Lech Madeyski, Marta Dąbrowska +1
Background: Defect prediction in software can be highly beneficial for development projects, when prediction is highly effective and defect-prone areas are predicted correctly. One…