Research publications and preprints in artificial intelligence, machine learning, and autonomous systems.
Large language models are increasingly proposed as general-purpose components for decision-making systems, including domains that require structured outputs and safety constraints. This paper studies ...
Tahsin Özgür KOÇ
I present Embrix, a lightweight Node.js framework I built for testing embedding inference: it generates sentence embedding vectors, measures latency/throughput, and checks semantic similarity usi...
Tahsin Özgür KOÇ
Compact Hierarchical Memory Engine (CHME) is a lightweight, deterministic, in-memory memory subsystem for document-grounded question answering. Rather than a monolithic RAG stack, CHME exposes st...
Tahsin Özgür KOÇ