Author
Muhamed Kamil
Recent research
- AI & ComputingOpen access
Berna R7 v3: A 1.2B Language Model with Self-Growing Cell Architecture
We present Berna R7 v3, a 1.2B-parameter language model trained from scratch using the DNA-Kernel Plexus architecture — a novel approach in which neural capacity is allocated through dynamic, self-growing "cells" guided by a six-dimensional knowledge vector. Trained on 2.66B toke...
- Open access
SEDF-1.0 — This paper introduces the Sixth Encompassing Dimension Framework (SEDF), a relational-information-theoretic framework for knowledge integration. We do not claim a new physical dimension. Instead, we formalize the sixth dimension as an emergent representational structur...
- Open access
SEDF-1.0 — This paper introduces the Sixth Encompassing Dimension Framework (SEDF), a relational-information-theoretic framework for knowledge integration. We do not claim a new physical dimension. Instead, we formalize the sixth dimension as an emergent representational structur...