Author

Faiz Ghifari Haznitrama

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#artificial intelligence Preprint Sep 2026

Large-scale factor analysis shows machine intelligence is only partially interpretable

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. This assumption is rarely tested directly, and prior attempts have done so only at a much smaller scale. We take a latent variable approach to...

Faiz Ghifari Haznitrama, Afrizal Hasbi Azizy, Faeyza Rishad Ardi · 0 citations

#natural language process... Preprint Sep 2026

Evaluating Communicative Success in Machine-Translated Conversation

A reusable three-layer checklist-and-judge framework that evaluates interpreter-mediated conversation across semantic, pragmatic, and cultural-social dimensions, covering the naturalness, intent, and social appropriateness that fidelity metrics leave unmeasured is introduced.

Faiz Ghifari Haznitrama, Alice Oh · 0 citations