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.

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We do not publish tradeable information.

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 We do not publish signals, tips, or anything designed to help you trade.
Production trading systems fail most often at the seams: small changes, rushed deploys, and untracked config tweaks. This is the change-control workflow we use to reduce operational risk.
We publish a sample broker-generated IBKR report to validate real-capital operation under fully automated execution. Access is reviewed and intended for professionals and institutions.