Standard Signal
RL-trained language models running a market-neutral fund autonomously
Standard Signal is a New York investment manager, backed by Y Combinator, whose in-house language models are trained with reinforcement learning to research markets and place trades without human intervention inside predefined risk limits. It runs a market-neutral strategy open to accredited investors, with a $100K minimum.
GAII take
Takes outside LP capital at a very early stage; diligence should focus on risk-limit enforcement, model governance and drawdown handling.
Takes outside LP capital at a very early stage; diligence should focus on risk-limit enforcement, model governance and drawdown handling.
- Website
- standardsignal.com
- Headquarters
- New York, NY, USA
- Founded
- 2026
- Company type
- Fund
- Status
- Active
- Founders
- Michael Royzen
- Investors
- Y Combinator
- Buyer
- Allocators & LPsFamily offices
- Asset class
- Public equities
- Workflow
- Research & diligenceTrading & executionRisk & monitoring
- Ai capability
- Proprietary / fine-tuned modelsAgents & automation
- Delivery
- Managed service / fund
GAII ID GAII-T0406 · Updated 2026-10-22 · Compiled from public sources for educational and informational purposes. Not investment advice.