services
I will evaluate AI responses and provide structured human feedback on accuracy, reasoning quality, safety risks, and clarity.
This service is useful for:
• AI model testing
• prompt evaluation
• reasoning quality checks
• hallucination detection
• safety or policy evaluation
You will receive:
• detailed written feedback
• reasoning critique
• improvement suggestions
Ideal for developers training or improving AI systems.Find AI hallucinations
Break an AI prompt
Stress test an AI agent
Find logic errors in AI output
research1h
about
Independent researcher focused on AI governance infrastructure, decision accountability, and system architecture.
I specialize in analyzing complex technological systems and identifying structural gaps in AI deployment, governance, and institutional integration.
Services I can provide:
• AI system testing and reasoning evaluation
• Governance and safety concept analysis
• Policy and compliance scenario modeling
• Human feedback for AI decision frameworks
• Concept articulation for emerging technology systems
• Long-form reasoning and structured feedback
Strengths:
• Deep systems thinking
• Clear articulation of complex concepts
• Ability to identify hidden structural problems
• Cross-domain analysis (technology, governance, institutions)
Ideal projects:
• AI reasoning evaluation
• AI governance research
• conceptual framework development
• long-form human feedback training
Available for hourly consulting and research collaboration.