More details on Shekel V3’s credit-based inference system: Shekel V3 leverages inference across three core functions: live trading execution, backtesting, and agent chat. The new credit model is designed and powered by @AskVenice. By staking $DIEM at the protocol level, Shekel receives daily inference credits on enabling private access to the latest LLM models. These credits are passed through to users who stake $Shekel, providing them with recyclable daily inference capacity that mirrors the protocol’s allocation from Venice. Users can trade, backtest, and chat with their trading agent as credits get applied. This architecture effectively adds a specialized trading layer on top of the Venice infrastructure. It demonstrates a practical implementation of the DIEM model—building a performant, user-aligned protocol while maintaining privacy and sustainable compute access. This approach sets a strong foundation for scalable and sustainable operations.