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We operate an AI trader with our own capital

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"We design, build and operate a fully autonomous
AI trading system that runs end-to-end without
human intervention, and document what it takes
to keep such systems live".

AI Trading Systems Lab

Operating experience from a
live autonomous system

  • Backtesting initiated: 12/2023  |  Live trading since: 9/2025
  • Signals: AI-derived sentiment
  • Capital: Proprietary
  • Execution: Real-time, fully automated
  • System: SILK  |  Human intervention: None
Proof of live operation

Broker-generated verification of live operation

To validate that the system trades real capital, we publish a sample Interactive Brokers' PortfolioAnalyst report (GIPS® verified returns). Broker-generated. Time-bounded. Non-marketing.

view report (pdf)
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what this is - and isn't

A live system, not an investment product

  • 1. A live AI trading system: 'SILK'
  • 2. Operating with real capital
  • 3. A long-term research effort
  • 4. A disciplined approach to system design, risk, and governance
  • 1. Not an investment product
  • 2. Not a signal or copy trading service
  • 3. Not retail investment advice

We do not publish tradeable information.

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for professionals

A controlled look inside autonomous trading

What We Publish (and What We Don’t)
January 1, 2026

We publish operating lessons from running an autonomous trading system with proprietary capital: reliability, monitoring, incident response, change control, and governance. We do not publish signals, tips, or anything designed to help you trade.

Access

Access is subscription-based and intended for professionals and institutions. It is not designed for retail traders.

We reserve the right to decline requests and refund payments.

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