Pipelines at sky scale
Nightly survey telescopes produce billions of detections; classifiers prioritize follow-up on unusual light curves or spectra.
Autonomy in deep space
Latency forces rovers and flyby craft to make local decisions; reinforcement learning prototypes must survive radiation-hardened constraints.
Open data, open models
Repositories that publish calibrated datasets alongside notebooks accelerate global collaboration beyond any single agency.
