HTL-SatCom v0.5.0 · Sprint S5 · Loop (L)

AAR + HIQ Score 5축 + 시계열

기획안 §6 · LLM 사후 보고서 · 5축 가중평균 · TimescaleDB · RLHF 학습 큐

사이클 프리셋 — Loop AAR + HIQ Score 산출 시뮬

Theoretical Foundation

A 5-axis decision-cycle trust calibration model (RHIL — Receive, Echo, Improvise, Confirm, Loop), designed as a complementary measurement instrument to system-level trust calibration frameworks.

Forthcoming working paper: SSRN, target 2026-06-15. DOI · ORCID · ResearchGate links to be activated upon publication.

Reference Frameworks (orthogonal complements)

· Trust Calibration Maturity Model (Steinmetz et al., 2025)
system-level 5-dimension framework
· Aligned Decision Making (Kitware ITM, 2024)
KDMA-based medical triage decision support
· Human-Machine Teaming Taxonomy (Cho et al., 2025)
team-structure classification

Planned Validation (early-stage discussion)

· Korea cohort: KENTECH (Hyuk Lim et al.), target N=300
Status: Initial inquiry sent 2026-05-11. No formal commitment.
· US cohort: Sandia National Labs (Steinmetz et al.), target N=200
Status: Initial inquiry sent 2026-05-14. No formal commitment.

Joint α-coefficient target: ≥ 0.80 across 5 axes (R·E·I·C·L).
Target completion: Q4 2030, contingent on both institutions' acceptance.

Academic Anchor

This Reference Implementation (htl-satcom.tacticalprompt.com) is part of the academic anchor at tacticalprompt.com, which hosts the model description (/hiq), reference framework crosswalk (/framework), and citation guide (/library).

Citation: Park, M. & UAMKoreaTech (2026). HTL-SatCom: A 5-axis Decision-Cycle Trust Calibration Reference Implementation. SSRN. Forthcoming.