Designing resilient AI systems with a cybernetics-first mindset
Cartheur Research blends applied AI engineering, asynchronous computing, and human-centered system design. We help teams move from theory to production with architectures that are efficient, interpretable, and ready for long-term evolution.
Volatco is a new class of computer built to endure—Forth-native, asynchronous, and designed for resilient long-running systems.
- AI systems architecture and product delivery
- Embedded intelligence and low-power platforms
- Cybernetics, adaptive control, and reasoning systems
- Research translation and technical storytelling
- Intuitive DevOps and intelligent images
What Cartheur delivers
A partner that can move between deep theory and real-world execution, building systems that are performant, explainable, and ready to scale.
AI & ML Engineering
End-to-end model design, training, evaluation, and deployment with practical MLOps workflows.
LLM Integration
Architected pipelines and product features powered by LLMs, tuned for reliability and cost.
Edge & Embedded Systems
Specialized hardware and firmware strategy for constrained devices and low-energy AI.
Cybernetic Design
Feedback-driven systems that combine automation with human oversight and adaptive control.
Systems that reason, adapt, and endure
Our work emphasizes durable architectures, principled model behavior, and efficiency at the edge. From research prototypes to production-grade deployments, we build the scaffolding teams need to keep evolving.
- Asynchronous computing strategies
- Reasoning-centric AI pipelines
- Energy-aware model deployment
- Hands-on technical leadership
- Self-programming replication
Research directions
We explore the boundaries of artificial reasoning, human-machine collaboration, and the architecture of future computing.
- Adaptive reasoning systems and interpretability
- Embodied robotics and behavioral intelligence
- Low-power AI hardware and parallel computing
- Dataflow architectures and asynchronous logic
Public research and tooling
Cartheur maintains public libraries, experimental code, and technical writing to share progress openly. Browse repositories for AI, robotics, and systems research.
