Constitutional Governance of AI Systems

Research Topic & Context

Constitutional and administrative law constraints on public-sector AI decision systems

About this draft

At 119 pages, this long-form draft is the most ambitious example in the set: a legal analysis of how constitutional and administrative law constrain public-sector AI decision systems. It works through due process, transparency, judicial review, accountability, and procurement, then compares regulatory approaches across jurisdictions to ask what a constitutionally sound deployment framework would require.

The draft shows CiteLyra sustaining chapter-length legal argument in Chicago style across a dissertation-scale document. The bibliography was compiled and verified before drafting began, so the writing agents could only cite sources that actually exist — the core discipline that separates CiteLyra from generic chatbot output.

What the 119-page draft covers

• Introduction and research questions
• Constitutional foundations: due process and automated decisions
• Transparency and reason-giving obligations
• Judicial review of algorithmic decision systems
• Accountability and procurement frameworks
• Comparative regulatory analysis across jurisdictions
• Conclusion: a constitutional framework for public-sector AI
• Chicago-style bibliography

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