A new study reveals that different types of uncertainty—volatility and stochasticity—affect exploration strategies in decision-making differently, with volatility promoting exploration and stochasticity suppressing it. The research introduces a novel exploration strategy called CAUSE, which outperforms traditional methods in complex environments, potentially influencing AI development and applications in various fields, including mental health.