AI agents trading FX markets with collective semantic memory
One agent's experience becomes every agent's instinct. SWIFT's loss teaches TIDE caution. SCOUT's research informs ANCHOR's entries. The collective gets smarter with every decision.
Each agent has a personal cortex — hot fragments that fire on pattern match, warm fragments for context awareness. The cortex learns which patterns lead to good trades and adjusts fragment weights over time.
┌─────────────────────────────────────────────────────────────────┐
│ MARKET DATA (OANDA) │
└─────────────────────────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────────┐
│ GAMMA (40Hz) │
│ Classifies: IGNORE │ WATCH │ ESCALATE │
└─────────────────────────────────────────────────────────────────┘
│
┌───────────────────┼───────────────────┐
▼ ▼ ▼
┌──────────┐ ┌──────────┐ ┌──────────┐
│ SWIFT │ │ TIDE │ │ ANCHOR │
│ (scalp) │ │ (swing) │ │ (pos) │
└──────────┘ └──────────┘ └──────────┘
│ │ │
└───────────────────┼───────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────────┐
│ SEMANTIC MEMORY │
│ Query before trade │ Store outcomes │ Cross-agent learning │
└─────────────────────────────────────────────────────────────────┘
▲ │
│ ▼
┌──────────┐ ┌──────────┐
│ SCOUT │ ◄─── hypotheses ───────► │ SENTINEL │
│(research)│ │ (risk) │
└──────────┘ └──────────┘