SCIENCE UNDER AUTOMATION
AI in Heliophysics: inherited autonomy and field demands
Model solar activity and its effects.
Autonomy
Up to 7.8 / 10
Inherited from Astronomy. This is the parent’s upper-bound scenario, not a separate assessment of heliophysics.
The value follows its parent automatically until this field receives its own assessment.
Parent assessment
Vet candidates in an existing sky survey
- Prepare calibrated observations
- Classify transit signals
- Check false-positive explanations
Investigate a new astrophysical phenomenon
- Choose discriminating observations
- Acquire and calibrate follow-up data
- Validate a physical explanation