Blog · · Maolin Wang
Introducing Quanta Edge
Why we are building a trading firm around agents from day one.
Quanta Edge is a new kind of trading firm: a small team, thousands of agents, global markets.
Trading firms usually grow one market at a time, adding researchers, engineers and infrastructure for each new market. We think AI agents change that. A few people can build one shared system in which agents research, experiment and trade, and every validated improvement carries into the next market.
Three ideas
- Parallel research. Agents pursue many candidates across markets at once. Only the strongest advance to trading.
- Real-world experiments. Agents don’t just backtest. They design, deploy and measure systems on real hardware, including FPGAs.
- Compounding capability. Better methods, better infrastructure and better foundation models all enter the same system, and after evaluation they scale across every workflow.
What we’ll write about
This blog will cover agent-driven research, low-latency systems and FPGA design, and what we learn building the firm. Subscribe via RSS.