Lofn Evaluation & Ranking
Evaluates, scores, and ranks multi-modal creative outputs using expert panels, dimensional rubrics, and platform eligibility criteria.
Lofn Evaluation is a critical decision-making skill within the Lofn multi-modal creative pipeline that automates panel-of-experts debates and rigorous scoring. Designed to activate after candidate generation, it evaluates up to 24 creative outputs across dimensions like originality, emotional impact, and technical execution, while auditing against a seven-property eligibility rubric for accessibility or ambitious artistic goals. It ensures optimal platform fit, prevents creative drift through structured weighting and pattern alignment, and initiates pre-registered falsification logging for empirical tracking.