A simulated entropy curve control playground, powered by the empirical/theoretical findings of Entrocraft.
Drag any dot up or down to reshape entropy.
Linear annealing — performance steadily improves and stays stable.
Fast initial gains, but the model saturates at few solutions and plateaus early at a low ceiling.
Linearly decaying entropy curve (from ~0.6 to ~0.2) yields the best long-term accuracy with stable training dynamics.
Excessive exploration introduces instability to the training dynamics.