QUANTUM AI 7.3 · EVIDENCE EDITION

Inspectable AI, not a black box

Quantum AI in this application is a non-QPU quantum-inspired decision-support engine. AI scores are accompanied by evidence grade, confidence, uncertainty, model limitations, and Admin human review.

MODEL CARD

Purpose, limitations, and governance

🎯

Purpose

Decision support untuk pemetaan kompetensi dan pemilihan item adaptif; bukan pengganti keputusan manusia.

🧭

Human Review

AI provides recommendations and system scores only. Final scores and pass/fail decisions remain with the accountable Admin.

⚛️

Quantum-Inspired

State probability and uncertainty use a quantum-inspired probabilistic metaphor. The system does not execute quantum circuits or use a QPU.

LIMITATIONS

Scientific limits are stated explicitly

Model limitation

Openn model psikometrik IRT/CAT tervalidasi dan tidak menghasilkan koefisien reliabilitas formal.

Model limitation

State probability bersifat quantum-inspired; aplikasi tidak menjalankan quantum circuit atau QPU.

Model limitation

Skor akhir kelulusan tetap ditetapkan Admin melalui human review.

OFFICIAL FRAMEWORKS

Core references for competency and governance

These references inform design and learning; inclusion does not imply endorsement of this application by those institutions.

UNESCOGlobal Citizenship EducationTopics & Learning Objectives Council of EuropeRFCDCCompetences for Democratic Culture OECDLearning Compass 2030Agency & transformative competencies NISTAI RMF 1.0AI risk & governance framework UNESCOAI Competency FrameworkStudents UNESCOAI Competency FrameworkTeachers United NationsSDG 4.7Education for sustainable development & global citizenship JDIH BPKUU 20/2003Sistem Pendidikan Nasional