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Ex-FTX executive launches AI trading startup
Perpetuals.com builds trading products and on May 19 launched UpsideOnly, a platform where users submit paper trades while the company uses its own capital and shares half of any profit.
Perpetuals.com uses an in-house AI model to rank signals across assets including oil, gold, and equities, said Patrick Gruhn, CEO.
The model has been trained on 22 billion trades and Perpetuals is in talks to raise hundreds of millions of dollars, said Gruhn.
He has committed US$100 million to trading activity and designed the product so users do not deposit money after FTX collapsed in 2022 during a wave of withdrawals, said Gruhn.
🔗 Source: Bloomberg
🧠 Food for thought
Implications, context, and why it matters.
The company’s platform runs on regulated infrastructure, including through an affiliate
- The founding team includes a former head of FTX Europe. He earlier co-founded DigitalAssets.AG, a financial technology company acquired by the FTX Group at a reported US$400 million valuation 1.
- Perpetuals.com says its group includes regulated financial market infrastructure, including a licensed European Multilateral Trading Facility (MTF), a venue where multiple buyers and sellers trade financial instruments. Its affiliate, PM MTF Ltd., operates under a European Union MTF regime. The company also cites the Markets in Financial Instruments Directive II (MiFID II), the Markets in Crypto-Assets regulation (MiCA), the Digital Operational Resilience Act (DORA), and the European Market Infrastructure Regulation (EMIR) for its European operations 2.
- The firm uses only its own capital when BayesShield, its proprietary AI model, judges that a user prediction has a high chance of success. That makes the model a filter for crowd-sourced signals 3.
- The service says users do not need to deposit funds to make predictions. It also offers optional, refundable deposits starting at US$1 to discourage bots and raise payouts 3.
A new business model for paper trading takes shape
- Traditional paper trading is a risk-free learning tool. Users practice with virtual balances, often large ones, to learn how markets work 4.
- UpsideOnly turns that idea from a free broker feature into a business that earns money from user predictions used as trading signals 3.
- The approach tackles one weakness in paper trading. People often feel less invested when no personal money is at risk 5.
- Sharing real profits with users can push more thoughtful predictions. That may give the company’s AI model better data and further blend trading, gaming, and prediction markets 2.




