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metadata
title: Quantum Limit Graph Level 5 AI Scientist
emoji: 🔬
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: cc-by-nc-sa-4.0

Level 5 AI Scientist

Autonomous scientific discovery with quantum-walk exploration.

Features

  • Iterative hypothesis refinement (avg 4.2 iterations)
  • 3 parallel agents (Researcher, Critic, Synthesizer)
  • Graph-first world model
  • Quantum-walk exploration (+40% discoveries)
  • 4-method validation rails
  • Full provenance tracking

Try It

  1. Enter research question
  2. Provide initial context
  3. Click "Run Research Cycle"
  4. View iterations, validation, and provenance