BITSPEC Capability Index™ (BCI™)

Formal Declaration of Authorship, Framework Structure, and Governance Positioning Authorship and Origin

The BITSPEC Capability Index™ (BCI™) is an original performance-based educational validation framework developed by Dorina Grossu, BITSPEC. This framework integrates Lean Six Sigma methodology, performance architecture modeling, and ethical AI governance principles into a unified systemic capability assessment model.

Foundational Framework Structure

The foundational equation of the BCI™ framework is defined as follows:
BCI = K × A × AD × SI × EJ

Where: K = Knowledge Mastery; A = Applied Execution; AD = Analytical Depth; SI = System Impact; EJ
= Ethical Judgment. Each dimension is scored on a structured 1–5 performance scale and combined
multiplicatively to enforce systemic integrity and interdependent competency validation.

The multiplicative structure reflects systems engineering logic, ensuring that capability is not treated as
additive accumulation but as interdependent performance integration. If any dimension approaches
zero, the overall validated capability correspondingly collapses.

Governance and Ethical Alignment

The BCI™ framework operates under structured governance standards, including instructor calibration protocols, ethical AI usage disclosure requirements, project impact validation mechanisms, and continuous revalidation policies. The framework aligns conceptually with Media and Information Literacy (MIL) principles articulated by UNESCO; however, such alignment does not imply
endorsement or certification by UNESCO or any governing authority.

Public Release and Intellectual Property Notice

This declaration constitutes formal public documentation of the BITSPEC Capability Index™ framework. Initial public release date: February 14, 2026. © 2026 BITSPEC. All rights reserved. 

Grossu, D. (2026). The BITSPEC Capability Index™ (BCI™): A Multiplicative Performance Validation
Framework for Education 6.0. https://zenodo.org/records/18643641 https://doi.org/10.5281/zenodo.18700234

Reproduction, structural replication, rebranding, or derivative implementation without written authorization may violate applicable intellectual property protections.

End of Declaration