Delt-IEt

Delt-IEt

Zero-label failure detection across any physical system

4 followers

Delt-IEt detects imminent failure in any physical system — no labels, no training, no domain parameters. One equation. Validated on NASA turbofan engines (100/100 detected), lithium-ion batteries (alert at 98.35% nominal capacity, 116 cycles before EOL), power semiconductors (zero false positives), and algae bioreactors. Same algorithm, four unrelated domains, zero retraining. Patent filed Brazil. Preprint: Zenodo. Kaggle notebook with real NASA data available

Delt-IEt

Launch date
FLINT Deterministic Work Engine
FLINT Deterministic Work EngineDeterministic AI execution with validation before commit

Launched on September 18th, 2026

Delt-IEt
Delt-IEtZero-label failure detection across any physical system

Launched on May 26th, 2026