2 papers
cs.CL2026
Large-scale factor analysis shows machine intelligence is only partially interpretable
Faiz Ghifari Haznitrama, Afrizal Hasbi Azizy, Faeyza Rishad Ardi
A common assumption in language model development is that cognitive abilities are organized around a general, domain-free intelligence factor, like fluid intelligence in humans. Th…
cs.AI2026
A Neuropsychologically Grounded Evaluation of LLM Cognitive Abilities
Faiz Ghifari Haznitrama, Faeyza Rishad Ardi, Alice Oh
Large language models (LLMs) display a unified "general factor" of capability across 10 benchmarks (a finding confirmed by our factor analysis of 156 models), yet they still strugg…