TECHNOLOGY
AI SYSTEMS
AI as infrastructure for human possibility.
BUILDINGAI Research & Systems
AI Areas
Large Language Models
Open-weight models, fine-tuning, RAG pipelines.
Local AI
Inference on local hardware. Privacy-preserving.
Agent Systems
Autonomous agents for research, coding, creative workflows.
AI in Community Systems
AI-assisted ecommerce, community platforms.
Operating Principles
- AI guides. Human decides. Always.
- Local-first. Privacy-preserving. No telemetry without consent.
- Open models first. Proprietary only when no open alternative exists.