Research in AI.
Technology primitives, rigorous validation, and engineering insights powering Nucleus products.
Technology Primitives.
What powers Nucleus products under the hood.
Models
- Proprietary 14B Fine-Tuned Model*
- Anthropic Claude 4.6
- OpenAI GPT-4.1
Orchestration
- LangGraph
- Goose MCP
- Autogen
Infrastructure
- Kubernetes Edge
- On-Premise Inference
- Vector DB Pipelines
* Work in Progress: Our proprietary 14B parameter foundation model is currently undergoing rigorous domain-specific fine-tuning and validation loops prior to deployment.
Rigorous Validation.
Every Neuronwise product ships with deterministic state logging. We do not deploy systems that cannot be mathematically audited.
Before any autonomous loop is closed, human-in-the-loop interfaces collect active learning metrics. Only when statistical drift converges to zero does full autonomy activate.