Reliability / current public state
Reliability
Test whether a conclusion survives pressure before it influences action.
Current stateCURRENT PUBLIC ROUTE
- Learn
- Use
- Verify
Evidence receipt✓ The latest direct GIL rerun completed cleanly and reproduced 8/8 public PNG authority figures.✓ The first Materials Project shear-modulus pilot reproduced under a locked local configuration.✓ The Materials Project bulk-modulus pilot reproduced under the same receipt discipline.✓ SYS-DEMO-01: Bounded GIL locked MP audit reproduced baseline R² = 0.820026 across 48 fits and 4,608 rescores in 179.20 s wall time.