Predictive
Experimental: The Gravity Lens – Predicting Structural Decay
Can data feel stress? The Gravity Lens analyzes files for "structural tension" to predict where data corruption is likely to occur.
Data Scientist
January 26, 2026
2 min read
The Gravity Lens applies principles of physical stress analysis to digital structures. We look for areas where data is "over-compressed" or "unstable."
Stress Mapping
Files that are frequently patched or modified can develop "data stress." The Gravity Lens identifies these weak points, allowing administrators to proactively re-index or re-sync archives before a failure occurs. It is the first "Pre-Forensic" tool of its kind.
#Experimental
#Gravity Lens
#Predictive
#Corruption