9 autonomous stages from raw market data to broker execution. 84,200+ cycles in an unbroken SHA-256 hash chain. Multi-agent LLM council, Monte Carlo risk, Kelly criterion sizing. SEC audit-ready Merkle proof in 340ms.
These are measured values from the live Titan V8 production instance, not projections.
Every market signal traverses 9 autonomous stages. Each can independently reject, resize, or approve. No single point of failure.
Live WebSocket feeds from Polygon.io across 49 symbols. GPU-resident APEX17 kernel pre-filters in microseconds.
Initial risk screening: market regime detection, volatility classification, and signal-level sanity checks before the LLM council.
DeepSeek-R1 671B debates each signal via USI v3 protocol. Director, MarketAgent, and StrategyAgent vote with confidence-weighted consensus.
GPU-accelerated VaR/CVaR simulation. Computes Kelly fraction, σ-scaled position sizing, and risk score across 10K parallel paths.
11-check validation: exposure cap, drawdown kill switch, per-symbol trade limits, risk/reward ratio, and daily circuit breaker.
Kelly Criterion sizing, volatility-scaled and VaR-capped. Sector diversification across 7 asset classes. Emergency zombie position clearing.
Final decision authority. Routes approved proposals through GUBO optimizer, manages trade cooldowns, and dispatches execution orders.
PM-approved sizing submitted via Alpaca API. Churn guard, buying power cap, and broker-level safety. No silent paper fallbacks.
Every decision chained into an immutable ledger. Merkle anchors published to off-site storage every 100 cycles. SEC audit-ready.
Each pillar operates independently. Together, they form an institutional-grade autonomous trading system.
DeepSeek-R1 671B quantized to nvFP4 on Blackwell GPU. Thought-block extraction via USI v3 protocol. Full reasoning chain persisted in cryptographic audit DB for every trade decision.
Director + MarketAgent + StrategyAgent vote with confidence-weighted signals. Council flip detection prevents whipsawing. Dynamic trust weights adjust based on per-agent P&L attribution.
Kelly fraction → volatility scaling → VaR marginal cap → sector diversification. Zombie clearing autonomously liquidates stale positions to fund high-conviction arbitrage.
84,200+ cycles in an unbroken SHA-256 hash chain. Merkle anchors published to Google Drive every 100 cycles. Full chain verification in 340ms. SEC audit-ready from day one.
Tamper-evident hash chain. If anyone modifies a single historical field, the chain breaks. Detectable in milliseconds.
# Full chain verification — production instance $ chain.verify_chain_full() { "total_checked": 84,200, "all_valid": true, "broken_at": null, "elapsed_ms": 340.0, "chain_head": "ab64f58e79576bab..." } # ✓ 84,200 cycles — zero integrity violations — 340ms
"Markets are a signal processing problem.
We built a system that ingests, debates, sizes, validates, executes, and seals
every trade decision — autonomously — in under two seconds."
Live trading dashboard, LLM benchmark results, and full performance data.