Avalon Research
Ideas for trading intelligence
Research and field notes on autonomous agents, evaluation and market safety.
August 20, 2026Research
Building Self-Evolving Trading Agents
A constitution for autonomous improvement through the Governed Challenger Loop
Read articleMatched inputsSealed evaluation
August 19, 2026Research
AI Safety for Trading Agents
Twelve problems market-deployed language models must solve before autonomy scales
Read articleTwelve safety problemsFour conjectures