Research Division

The Lab.

Proprietary infrastructure. Internal use only.

01

Darwin

Genetic optimization for trading strategies. Populations compete. Weak signals die. Strong signals reproduce. Continuous adaptation to regime change.

Generation 847
Live
Strategy α-7291
+2.4% MTD
Strategy β-1847
+1.8% MTD
Strategy γ-0293
Terminated
Population: 128 Mutation: 0.03
02

Simons

Neurosymbolic architecture. Intent parsing via LLM. Execution via formal verification. Mathematically guaranteed outputs. Zero hallucination.

Whitepaper
Neurosymbolic Pipeline
v2.4.1
Natural Language Input
"Hedge SPY with 0.3 delta puts"
Intent Parser LLM_LAYER
action
HEDGE
ticker
SPY
delta
0.30
Math Core SYMBOLIC_EXEC
> Black-Scholes(σ=0.18, r=0.05)
> Strike = $582 (ATM-3%)
> Contracts = 12
BUY 12x SPY 582P 03/21 ✓ VERIFIED
Deterministic Output Zero Hallucination
03

Hyperion

Julia-native event simulation. Tick-by-tick order book reconstruction. Latency modeling. Slippage estimation. Nanosecond precision.

Throughput Benchmark
Hyperion 140ms
Zipline 850ms
QuantConnect 1,200ms
10M events • Single thread
04

Nexus

Real-time signal extraction from prediction markets. Crowds aggregate information faster than news. We convert probability shifts into trading signals.

Signal Feed
Streaming
▲ SIGNAL DETECTED 12:47:03
"TSLA Q4 Deliveries Beat"
58% → 73% (+15%) LONG TSLA
◯ MONITORING 12:45:18
"Fed Pivot March FOMC"
42% → 44% (+2%) No action
▼ REVERSAL 12:41:55
"China Taiwan Tensions"
31% → 18% (-13%) HEDGE SMH
Sources: 4 Latency: 45ms
05

Phantom

Automated market making for illiquid prediction markets. We provide liquidity where none exists. Capture the spread. Extract value from inefficiency.

Polymarket MM
Active
"Fed Rate Cut Mar '25" $2.1M
BID 0.42 | ASK 0.58
16¢
"BTC > $150K EOY" $890K
BID 0.31 | ASK 0.39
"NVDA Beats Q4" $4.7M
BID 0.71 | ASK 0.74
3¢ ✓
24h: +$12,847 Fill: 94.2%
06

Synthetic Markets

GAN-generated order flow. Statistically identical to production data. Train strategies without market exposure. Zero information leakage.

Distribution Match
Generating
Real
Synthetic
Samples: 2.4M KS: 0.023
07

Overfit Guard

Parameter stability mapping. If a strategy only works on a knife's edge of specific settings, we reject it. Only robust signals survive to production.

Stability Surface
Scanning
Stable
Rejected
Tested: 847 Stable: 12
08

Orbital

Satellite imagery analysis. Parking lot occupancy. Shipping container density. Construction progress. Alternative data before it becomes consensus.

Target #2845
Feed
30cm/px
61%
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