Research and Development

Experiments in model architecture, training, evaluation, and efficient inference

Featured

A fine-tuned 4B open-source model that beats frontier models at tool calling, with p95 latency under two seconds on a single GPU.

Conscious Engines

A retrieval architecture that routes natural-language intent across thousands of API tools, combining lexical and semantic search stages.

Conscious Engines

A fine-tuned 4B open-source model that beats frontier models at tool calling, with p95 latency under two seconds on a single GPU.