Reliability / current public state

GIL / Geatomica

Runs governed perturbation audits, target comparison, holdout screens and claim-boundary reporting for materials-property modelling.

Current stateImplemented and measured
  1. Dataset
  2. Target definition
  3. Bounded execution
  4. Perturbation audit
  5. Descriptor state reading
Public workflow abstraction; consult evidence events for measured results.
Supports
  • Locked-repeat Materials Project shear and bulk pilots plus controlled expansion.
Does not prove
  • No external-validation promotion, causal proof or universal hierarchy claim.
  • Capability beyond the current implementation state