Research
Manuscripts, experiments and open datasets.
NanoTranslate-S3Offline Russian-to-English neural machine translation designed around an ESP32-S3 microcontroller.Sycophancy as a pathogenA pilot study of how language models drift toward agreeing with a user under sustained pressure, and whether DPO reduces it.Corrosion prediction across publicationsPredicting the pitting potential of multi-principal-element alloys from literature data, and testing whether the model knows when not to trust itself on a new publication.GraphTrustTyped attack-path reasoning for cloud identity permissions, with remediation that keeps business workflows intact.ArtEcoA small artificial economy where agents learn to gather, barter and signal without prices or a language given to them.Deep-SAR Oil Spill Segmentation (Refined)Satellite radar images of the sea with oil-spill masks corrected by hand — 38% of training masks and half of the validation masks.Kazakh Classical Poetry — Abai & Makataev233 cleaned Kazakh poems by Abai Kunanbaiuly and Mukagali Makataev, prepared for language models.