Hypothesis Generator

Purpose

Provides automated hypothesis generation capabilities using abductive reasoning, analogy detection, and knowledge graph traversal.

Capabilities

• Pattern-based hypothesis generation
• Cross-domain analogy detection
• Contradiction identification
• Hypothesis ranking by novelty/parsimony
• Null hypothesis formulation
• Falsifiability assessment

Usage Guidelines

1. Pattern Recognition: Identify patterns that suggest hypotheses
2. Analogy: Transfer insights from related domains
3. Falsifiability: Ensure hypotheses are testable
4. Ranking: Prioritize hypotheses by potential impact

Tools/Libraries

• Knowledge graphs
• LLM chains
• Symbolic reasoners