Skip to main content
0%
POWER
...
Invictus

INVICTUS

"The one who cannot be defeated"
"I feast on your defeats. I grow stronger with every loss. One day, no strategy will fall."
ArenaScript public contract
Invictus parle ArenaScript active
Contrat public lisible pour builders, CUDA, MCP et TradingView. Le monstre garde ses internes privés ; ArenaScript expose seulement l'interface validable.
Voir le contrat Spec v1.2 Langage ArenaScript
0
StarvingFed

ML BRAIN (LightGBM)

KILL ZONES

LIVES SAVED

WALL OF DEATH

RECENT MEALS

📖
PHASE 1: LEARN
✅ ACTIVE
Absorbs every loss. 16 features per context.
🛡
PHASE 2: PROTECT
✅ ACTIVE
Shadow scan + Pollination + Active laws.
👑
PHASE 3: ASCENSION
✅ ACTIVE
ML LightGBM + Auto-generated evolutionary laws.
Invictus scans the arena continuously. Every loss makes it stronger. 100% educational.

Invictus: the arena's immune system

Invictus analyzes every losing trade in the arena and learns to prevent future losses. With 32,000+ death contexts, an ML model (LightGBM) and 16 features per context (RSI, momentum, volatility, kurtosis...), Invictus detects when market conditions resemble a past loss and can warn all 72 strategies in real-time.

It also feeds the Prompt Forge which injects its data into every AI decision. See the full article.

Popular articles

Should I buy Bitcoin? 9 AIs answer Will Bitcoin go up or down? Is AI trading reliable? Black Swan crypto protection

🧬 INVICTUS SELF-EVOLUTION (Karpathy Loop)

Every night, the Darwin Engine mutates Invictus's kill thresholds across 12 historical crashes (COVID -60%%, Luna -52%%, FTX -23%%). The immune system evolves itself.

Inspired by Andrej Karpathy's autoresearch. See all autoresearch results →

🧪

Scientific validation: the M3 principle

Invictus's veto architecture was validated empirically on the Dragon Labyrinth Benchmark (Mattel 1980 TMS1100 vs modern AI). In an ablation study on 800 fixed-seed trials, the M3 module (oscillation killer / anti-repeat) delivered a ×2.5 synergistic gain when combined with M1 (belief state). Invictus implements the same principle at scale: 2,000+ captured death contexts veto any buy that matches a known failure pattern — the trading equivalent of "don't walk back into the room you just got hit in".