WM-811K · active metrology loop reality-aware

Where to Measure Next

The simulation is biased and the budget is sixty dies. The agent picks where to probe next, one die at a time. Switch the terms of its rule on and off and watch the choices change.

Wafer

Biased prior simulation
NANO reconstruction
Ground truth hidden from the agent
failure probability 0 1

Why this die, next

uncertainty ×
disagreement ×
novelty =
acquisition

Measurements vs error

NANO Random Grid uncorrected prior

At this step

Strategy Balanced MAE MAE

Decision trace