Epistemic Uncertainty for Test-Time Discovery

Kainat Riaz, Muhammad Ahmed Mohsin, Ahsan Bilal +5

Automated scientific discovery using large language models relies on identifying genuinely novel solutions. Standard reinforcement learning penalizes high-variance mutations, which…