Perpetuals.com BayesShield AI Pilot Success
Analysis based on 10 articles · First reported Feb 03, 2026 · Last updated Feb 03, 2026
The successful BayesShield AI pilot program by Perpetuals.com is expected to positively impact the financial technology and cryptocurrency markets by introducing a system that can significantly reduce retail trading losses. This innovation could lead to increased trust and participation in derivatives markets, while also setting new standards for ethical trading platforms.
Perpetuals.com, a regulated financial technology company, announced the successful completion of its BayesShield AI pilot program. The program demonstrated the AI system's capability to filter out 92% of losing retail trades in the BTC-USD-PERP perpetual futures market, based on backtesting against a full year of actual retail trading data. Patrick Gruhn, CEO and founder of Perpetuals.com, stated that the results validate years of research into retail trading behavior and represent a paradigm shift in protecting users in leveraged derivatives markets. The company has commenced full-scale development of the BayesShield AI Pilot Platform, training it on Nvidia hardware using a vast dataset of retail trades across cryptocurrency and traditional stock markets. This announcement follows Perpetuals.com's technical integration with EarlyWorks Co., Ltd., consolidating its technology and services. The BayesShield AI Pilot Program aims to address systemic inefficiencies and ethical concerns in retail derivatives trading, with a broader commercial rollout planned for the second half of the year.
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