LLM Arbiter | UI & UX Strategy | Artificial Intelligence vs Digitalmente Humana (LLM Output Redesign) LLM Arbiter is a high-fidelity dashboard designed to transform complex AI logic into clear and transparent decision-making. The core challenge was redesigning a flat, non-hierarchical flow into a professional tool. By implementing Staged Disclosure, the interface "grows" alongside the data retrieval, eliminating the anxiety generated by the black-box and building a bridge of trust between the system and the human user. KEY HIGHLIGHTS • Behavioral Strategy: Transforming technical waiting times into a logical, transparent narrative. • Visual Hierarchy: Using a semantic color palette and hybrid typography to prioritize the winner result. • Interaction Specs: Detailed documentation of states (Idle, Processing, Resolved) for a precise Figma handoff. • Cognitive Focus: Reducing user friction by delivering information in digestible layers.