Research & Telemetry
Publications
Technical reports, engineering logs, and research detailing the proprietary data models powering the ZIYØN infrastructure.
03.15.2026
AlgorithmsPsychometricsHelyus
Multidimensional Career Fit: Euclidean Similarity in Psychometric Profiling
Detailing the mathematical transition from cosine to Euclidean similarity for magnitude-aware profiling across OCEAN and RIASEC dimensional spaces.
ZIYØN Research
03.01.2026
AlgorithmsPsychometricsHelyus
Occupational Analysis Framework: A Multi-Dimensional Methodology
Detailing the mathematical transition from cosine to Euclidean similarity for magnitude-aware profiling across OCEAN and RIASEC dimensional spaces.
ZIYØN Research
01.01.2026
AlgorithmsPsychometricsHelyus
Ethical Alignment & Hallucination Mitigation in Decision Support
Proposing a novel verification layer for LLMs operating in high-stakes environments, utilizing forced JSON schemas and deterministic validation pipelines.
ZIYØN Engineering
11.01.2025
AlgorithmsPsychometricsHelyus
Predictive Modelling for Long-term Salary Trajectories
A deep dive into the Monte Carlo simulation mechanisms that allow Pathfinder to project 20-year net gain ROI across diverse educational pathways.
Core Engineering