Overview

Participation is project-based, not permanent employment. The role involves designing computational material science problems to challenge a frontier AI model.

Responsibilities

As an expert author, you will:

• Pick an anchor tool and design a problem that hinges on its waveform-processing kernels, geophysical inversion routines, sub-surface flow solvers, or community-validated data pipelines.
• Write a Python reference solution, supply input files and model or domain definitions where needed.
• Decide the numerical answer and the tolerance required for the model to be considered correct.
• Test the problem against the model in batches of parallel attempts, tuning difficulty until only a small number of attempts succeed.
• When the task meets the target range, pass it to a senior reviewer for quality assurance.

Calibration requires patience: tune through parallel runs aiming for a pass rate in th...