They look like the solution.
They look like the solution.
**COPYRIGHT AND INVENTORSHIP:**
© Katrina Pietroniro™ Ontological Computation™ — Integrity-Based Computational Correction
**Inventor:**
**All Rights Reserved.**
**COPYRIGHT AND INVENTORSHIP:**
© Katrina Pietroniro™ Ontological Computation™ — Integrity-Based Computational Correction
**Inventor:**
**All Rights Reserved.**
A framework for understanding how information propagates through complex systems.
What propagates shapes the system.
Because not everything that propagates is true.
A framework for understanding how information propagates through complex systems.
What propagates shapes the system.
Because not everything that propagates is true.
Systems fail when they lose alignment between signal, structure, and truth.
These diagrams are attempts to make that alignment visible.
Systems fail when they lose alignment between signal, structure, and truth.
These diagrams are attempts to make that alignment visible.
This thread documents the work in a clear, teachable way.
This thread documents the work in a clear, teachable way.
Even modest improvements in correction speed and accuracy can:
reduce harm to individuals and familieslower institutional risk and litigation
rebuild trust in digital governance
SOVRINT offers a human-centered, auditable, and testable path forward.
Even modest improvements in correction speed and accuracy can:
reduce harm to individuals and familieslower institutional risk and litigation
rebuild trust in digital governance
SOVRINT offers a human-centered, auditable, and testable path forward.