LLM Arbiter | UI & UX Strategy | AI vs DH

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 blackbox 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.
You can also view the full case study at: https://www.behance.net/gallery/248713667/LLM-Arbiter-UI-UX-Strategy-AI-vs-DH

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