Responsible Use
- Use AI to assist review, not to create unsupported certainty.
- Keep assumptions, sources, and uncertainty visible.
- Apply human review before decisions are made.
AI-assisted analysis
AI That Supports Human Judgment
Hallucigenia treats AI as a structured review aid for summarization, comparison, pattern discovery, and drafting. Human review, context, and responsibility remain central.
Useful Tasks
- Summarize long source material.
- Compare themes across documents.
- Draft insight narratives for review.
- Highlight inconsistencies for human investigation.
AI posture
Automation should make interpretation more accountable.
Hallucigenia avoids presenting AI output as a final authority. The work is to support better human interpretation.