Research Notes
Long-form updates on FDRP development and methodology
Posts
The 85.7% Retraction: Why Self-Correction Matters More Than Being Right
The original 85.7% convergence rate was wrong. Cross-model verification with three independent LLMs caught the arithmetic error. This is the story of how the system corrected itself, and why retractions are a feature, not a failure.
fdrp.liviu.ai: A Companion Website for Research Transparency
Most papers exist as static PDFs. FDRP is different. A living system that evolves with every production run needs a companion that can show the dashboard updating in real-time, let you explore vector figures at full resolution, and give you downloadable data to verify our claims.