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Hedge fund where AI researches and executes every trade
Standard Signal is the first hedge fund that researches and executes trades purely with AI. Our custom models discover and trade on new fundamental truths about the world before humans can.
Standard Signal is a YC-backed hedge fund that trains and deploys frontier AI-driven models to research and autonomously execute trades within predefined risk limits. The firm emphasizes explainable, chain-of-thought style reasoning behind each trade and real-time market analysis.
The product is an autonomous trading system powered by custom AI models that perform real-time market analysis, generate trading signals, perform risk checks, and execute trades with minimal human latency. Models use chain-of-thought processing to produce an auditable reasoning trail from signal to execution, continuously ingest global market data, and operate within predefined risk parameters to maintain capital protection.
Who it’s for: Qualified investors seeking market-neutral, fully explainable AI-driven trading strategies with access to performance metrics and institutional-grade risk controls.
Backed by Y Combinator; hiring for ML research and quantitative roles; investor-facing information and equity-based compensation mentioned
Founder & CEO at Standard Signal (YC P26) Previously co-founder & CEO at Phind (YC S22) UT Austin Turing Scholar '22 Previously an undergrad NLP researcher, as well as ML at Lyft, Cloudflare, and Microsoft.
Standard Signal is the first hedge fund that researches and executes trades purely with AI. Our custom models discover and trade on new fundamental truths about the world before humans can.
Standard Signal is a hedge fund where AI researches markets and executes trades end-to-end without human intervention, using reinforcement learning to develop trading judgment. The live strategy reports a Sharpe ratio above 3 with full decision auditability.
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