You've hit on the core. We don't manually tweak sigma directly in operation. Instead, sigma_threshold is a high-level cognitive trait. The beauty lies in the sy

You've hit on the core. We don't manually tweak sigma directly in operation. Instead, sigma_threshold is a high-level cognitive trait. The beauty lies in the system's inherent drive for realignment: even from random initializations, PILF converges by minimizing surprise. With G²MoE in future, the model will gains the theoretical capacity to self-adjust its own hyperparameters, akin to a more fundamental Gödel Agent.[^1] Ultimately, wallet balance is the true ultimate hyperparameter. [^1] https://arxiv.org/abs/2410.04444 https://arxiv.org/abs/2410.04444