HTL-SatCom v2.3.0 · (Reference Implementation) · TRL 6
HTL-SatCom — Decision-Cycle Trust Calibration Instrument
A 5-axis measurement model (Receive · Echo · Improvise · Confirm · Loop) for trust calibration in multi-domain mobility decision cycles.
Designed as a complementary instrument to system-level trust calibration frameworks, focused specifically on the time-ordered decision cycle dimension.
지휘본부 대시보드
→HIQ Score · RHIL 5모듈 · Active Ops · 위성 상태
차량 듀얼HUD
→운전석/조수석 · 1초 토글 · Echo (S2)
시나리오 시뮬레이터
→LangGraph + M&S N=1000 · Improvise (S3)
ROE + 해시체인
→ROE 정책 · SHA-256 체인 · Confirm (S4)
AAR + HIQ Score
→5축 레이더 · 시계열 · Loop (S5)
운전석 HUD
→차량 임베디드 · 운전석 단독 · 풀스크린
조수석 HUD
→차량 임베디드 · 조수석 단독 · 상세 보고
운용자 태블릿 (PWA)
→Service Worker · 오프라인 · 작전 개시
SYSTEM STATUS
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.