2 papers
cs.LG2026
Machine Learnability as a Measure of Order in Aperiodic Sequences
Jennifer Dodgson, Michael Joedhitya, Adith Ramdas +5
Research on the distribution of prime numbers has revealed a dual character: deterministic in definition yet exhibiting statistical behavior reminiscent of random processes. In thi…
cs.AI2025
Generalising from Self-Produced Data: Model Training Beyond Human Constraints
Alfath Daryl Alhajir, Jennifer Dodgson, Joseph Lim +4
Current large language models (LLMs) are constrained by human-derived training data and limited by a single level of abstraction that impedes definitive truth judgments. This paper…