JARVIS v10: Biological Architecture
The foundational architecture that evolved into FRODO
Overview
JARVIS v10 represented a fundamental shift in architecture - moving from a command executor to a biological cognitive system. The four-module brain design (Core, Cortex, Limbic, Motor) laid the groundwork for the multi-agent emergence seen in FRODO.
Evolution Milestones
v10.1 Autonomous Learning
December 2024
- Self-Improvement Engine (Claude-Powered)
- Autonomous Teaching Cycles
- Dynamic Model Optimization (14B → 70B)
- Interactive Evaluation & Iteration
- ~6,000 Lines of Learning Infrastructure
v10 Biological Architecture
December 2024
- Core Module: Brainstem (Config, ModelManager, EventBus)
- Cortex Module: ChatAgent & PlannerAgent
- Limbic System: Observer, Heartbeat, Curiosity
- Motor Cortex: Toolsmith & Executor
v9.3 Autonomy Era
November 2024
- 140+ Tools Registry
- DREAM Mode (3 AM Daily / 4 AM Sunday Deep)
- ModelManager: 2-Tier System (REASONING + TOOLS)
- Browser Dashboard with 10 Pages
- SSH Remote Execution
System Capabilities
Biological Architecture
Four-module brain: Core, Cortex, Limbic, Motor - mirroring biological neural systems
Autonomous Learning
Self-improvement through AI-powered teaching cycles and continuous evaluation
Tool Synthesis
Dynamic creation of new capabilities based on identified needs
DREAM Processing
Nightly reflection and optimization cycles for continuous improvement
Multi-Model Intelligence
Dynamic model selection and optimization from 14B to 70B parameters
Distributed Operations
SSH-enabled multi-system coordination and remote execution
Evolution into FRODO
The JARVIS v10 architecture provided the foundation for FRODO's multi-agent emergence. Key learnings from this phase - particularly around cognitive diversity and autonomous behavior - directly informed the Christmas Emergence experiment that achieved 0.91-1.00 emergence scores.
Read about FRODO: The Christmas Emergence →