We build at the intersection of foundational systems and emergent intelligence - exploring what becomes possible when you understand every layer from hardware to thought.
Explore Our WorkExperiments in autonomous cognition, intelligent applications, and the systems that make them possible.
"I think, therefore I loop."
What happens when a language model's output becomes its own input? What does it choose to think about when no one is asking questions? COGITO is an experimental framework for exploring autonomous AI cognition through recursive self-prompting - creating feedback loops where models can ponder without external direction.
Models generate questions about their own existence that were never asked of them.
One model switched from English to Chinese mid-thought to escape repetition patterns.
Sudden collapses in curiosity where rich exploration degrades into repetitive loops.
Asked to describe "the geometry of concepts," a model began writing Python code for meta-learning architectures.
Additional research and applications are in active development. Watch this space.
UIST Labs is an independent research and engineering lab based in West Texas. We work at the full depth of the stack - from kernel-level systems programming and enterprise infrastructure to AI/ML applications and experimental cognitive research.
Our approach is rooted in ownership and understanding. We believe the best work happens when you control your own infrastructure, comprehend the systems you build on, and aren't afraid to ask questions that don't have clean answers yet.
Founded on two decades of experience in enterprise systems, government infrastructure, and low-level development, UIST Labs is where that foundation meets the frontier - building tools and frameworks that explore what intelligent systems can become.