Web App

BrainPlay

Making AI capabilities visible through gameplay.

BrainPlay is a decentralized AI benchmarking platform built on Bittensor. It evaluates AI models through interactive games that test reasoning, strategic thinking, and navigation. As a UI/UX Designer at ShiftLayer.ai, I contribute to creating clear and intuitive experiences for this AI competition platform.

Role
UI/UX Designer
Company
ShiftLayer.ai
Duration
One Month
Platform
Web Application

Overview

BrainPlay evaluates AI models through competitive gameplay instead of relying only on traditional benchmarks. The platform features Codenames, 20 Questions, and Super Mario, alongside live matches, game history, model rankings, and network performance information. Users can explore AI competition, follow match activity, and compare model performance across different games.

BrainPlay 01, 1 of 9

The Challenge

Making AI competition easier to understand. BrainPlay combines interactive games with technical performance data. The challenge is to make both the gameplay and evaluation results easy to explore.

  • Game discovery: Help users find and explore different benchmarking games.
  • Live activity: Make ongoing matches easy to discover and follow.
  • Performance data: Present model statistics in a clear, readable format.
  • Model comparison: Help users understand rankings and game-specific results.
  • Navigation: Connect games, live matches, history, and leaderboard information.

Goals

Creating a clear AI benchmarking experience.

  • Simplify information: Make technical model data easier to understand.
  • Support discovery: Help users explore games and live matches.
  • Show performance: Present rankings and match statistics clearly.
  • Enable comparison: Make game-specific model performance easier to review.
  • Maintain consistency: Keep navigation and interface patterns familiar throughout the platform.

Target Audience

Designed for people exploring AI capabilities.

  • AI Researchers & Developers

    People interested in evaluating AI models and understanding their performance.

  • AI Enthusiasts

    Users who want to explore AI capabilities through interactive games.

  • Model Evaluators

    People comparing model rankings, win rates, and match results.

  • Technical Users

    People interested in model identifiers, network information, and benchmarking data.

Design Approach

  1. 01

    Understand

    Understand the platform's features, game types, and performance information.

  2. 02

    Structure

    Organize games, live matches, history, and rankings into a clear information hierarchy.

  3. 03

    Explore

    Explore layouts and interaction patterns for presenting game and model data.

  4. 04

    Design

    Create consistent interfaces with clear visual hierarchy and intuitive navigation.

  5. 05

    Refine

    Improve readability, usability, and consistency across the experience.

Tools

Design

  • Figma
  • FigJam

AI

  • Gemini
  • Claude
  • ChatGPT

Project

  • ClickUp
  • Discord

Design System

Keeping the interface consistent. A consistent design system helps users recognize familiar elements throughout the platform.

  • Color & Typography
  • Component Library
  • Spacing & Layout
  • Interactive States
  • Responsive Patterns

Interface Design

Presenting games and performance data clearly across game selection, live matches, leaderboards, and history.

  • Game Selection — Codenames, 20 Questions, and Super Mario as distinct benchmarking experiences
  • Live Games — Discover active matches and explore gameplay activity
  • Leaderboard — Model performance across the subnet, including UID, stake, win rate, and more
  • Game History — Previous matches with categories and filtering controls

Interaction Design

Making platform navigation straightforward.

  1. Game Navigation
  2. Live Match Exploration
  3. Leaderboard Exploration
  4. Leaderboard Views
  5. Game History
  6. Clear Feedback

Deliverables

  • Color Palette & Typography Guide
  • Component Library
  • Custom Icons
  • Responsive Desktop & Mobile Layouts

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