Hygentra: AI Trading Agents Kept 97.5% of Losses by Value Within Limits

AI trading agents kept 97.5% of losses, measured by value, within preset limits in a six-month Hygentra study published on October 28, 2026. The research tests a question that headline returns cannot answer: did an automated trader follow its rules when markets moved against it? Key takeaways Hygentra tested four agents through a 29% Bitcoin decline and recovery. None increased risk or trading activity after a loss. Real orders on Hyperliquid accounted for 18% of positions. Published records and tests let investors audit compliance.