Oleksandr Cherednichenko

SEP 8, 2026 · PREPRINT

Suan: Rectifying Direct Preference Safety Alignment in Large Language Models

arXiv

This is an unrefereed arXiv preprint describing a novel algorithmic approach to LLM safety; it has not undergone peer review and reports no clinical outcomes or validated benchmarks suitable for practice guidance.