Architecture Overview
NOUS
Self-Evolving Trading Agent
It watches itself think — then rewires how it thinks.
by Jingtao Wang
Perception
To act, first observe
Technical Analysis
Fundamentals
News
Social Signals
Earnings
Your Input
Cognition
From noise, conviction
Receive
→↓Store
→↓Evaluate
→↓Synthesize
→↓Decide
Awareness
What it holds
Memory
- Thesis
- Positions
- Insights
Patterns
- Tendencies
- Biases
- Habits
Attention
- Tickers
- Topics
- Themes
Tasks
- Monitors
- Alerts
- Triggers
Agency
It reasons. You choose.
Introspection
The mirror
Prediction Tracker
Records
- What was said
- When
- Why
- Confidence
Outcome Verifier
Compares
- Predicted vs actual
- P&L attribution
Bias Detector
Surfaces
- Bottom fishing
- FOMO
- Confirmation bias
Belief Challenger
Seeks
- Counter-evidence
- External consensus
- Unseen risk
Adaptation
Rewire
Each cycle alters not what it knows — but how it thinks, and how it understands you.
MemoryUpdated beliefs
PatternsBehavioral corrections
AttentionShifted focus
TasksNew watchpoints
Loop
The system that studies itself is the system that evolves.