Scientific Division
NovaX Research
Advancing frontier architectures. Open-source publications and benchmarks exploring deep reasoning, custom agent structures, and localized vector spaces.
Focus Areas
Frontier Machine Learning
Chain-of-Thought Logic
Designing structures that allow LLMs to solve multi-layer mathematical problems through structured logic loops and checkpoints.
NPU Optimizations
Benchmarking model quantization profiles to achieve high-performance throughput on consumer-grade local hardware blocks.
Sparse Attention Layers
Researching sparse attention techniques to lower memory overhead constraints during long-context processing runs.