INTENT
Compact experimental language-model architectures exploring parameter efficiency, training behavior, and reasoning under constrained compute.
Model research
INTENT language-model architectures.
Follow the work on recurrent language models, training, inference, and systems designed to be controlled by their operators.
INTENT model family
Model research that can be inspected, measured, and deployed.
INTENT is GIC’s model-development program, spanning compact experimental architectures and the public LooseMouth research interface.
INTENT-R
GIC’s recurrent language-model research direction, extending the INTENT model-development program.
LooseMouth
The public workspace for chat, web research, reports, and applets. Hosted inference currently uses Groq while GIC develops its private models and infrastructure.
Looking for BitVision decision-model research?
BitVision has its own research overview and live browser-local Cell demonstration.