TIER 2
Research & Development
Applied research on agent memory and edge coordination. The goal is capability that can graduate into products - not papers for their own sake.
ACTIVE PROGRAMS
TIER 2 :: R&D FRAMEWORK Autonomous Agent Memory
Federated Cognitive Runtime - Persistent Agent Memory Research
Research into agent runtimes that keep useful memory across sessions and reduce repeated workflow mistakes.
KEY INNOVATIONS
- Session-persistent agent memory
- Compressed semantic recall for long-running work
- Automated correction of recurring failure patterns
TIER 2 :: R&D FRAMEWORK
Nullclaw & The Village - Edge Agent Coordination Research
Research into lightweight agent runtimes and spatial coordination that link edge devices, agent groups, and human operators.
KEY INNOVATIONS
- Lightweight edge agent execution
- Shared messaging contract for agent coordination
- Peer mesh patterns for multi-agent work
PROTOCOL research
HOW WE WORK
Prove it, then ship it
Programs move from a clear problem statement to a working prototype, then into integration with a product or venture. If a gate fails, the work stays research - it does not get dressed up as a product launch.
- 01 Define the operator problem
- 02 Build a prototype that fails honestly
- 03 Integrate against a real product or venture path
- 04 Deploy only what survives operator use