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Writing

Research papers, legal analysis, and essays on federal enforcement, supervised release, professional licensing, and the systems that act after the court closes its file.

Research Papers

Published on SSRN (Social Science Research Network). View full author page.

The Desistance Presumption: The Emotional Stability Index (ESI) as a Clinical Tool for Federal Supervised Release Reform

SSRN · June 2026 · Proposes a clinical instrument for individualized supervised release decisions post-Loper Bright
No One Can Own the Language of Medicine: The Legal and Economic Case for an Open, AI-native Standard for Coding Medical Interventions

SSRN · May 2026 · The case for open digital standards in medical coding
Automaticity: When Legal Systems Fire Without Thinking Core reading

SSRN · May 2026 · How administrative triggers operate independently of intent or proportionality
Knowingly and Willfully: How Federal Healthcare Fraud Enforcement Abandoned Its Own Statutory Standard, and Why a Presidential Executive Order Cannot Fix It Alone Core reading

SSRN · April 2026 · On the erosion of mens rea requirements in federal healthcare enforcement
Restoring the Question: A Framework for Fairness, Proportionality, and Individualized Review in Private Professional Certification After Loper Bright Core reading

SSRN · April 2026 · Private credentialing bodies as unaccountable gatekeepers after Loper Bright
Ethical Triage: A Physician's Analysis of Legal Risk in Ambiguous Systems

SSRN · March 2026 · Applying clinical decision frameworks to legal risk assessment
Supervised Release and the Clarity Principle: Statutory Authority, Probation Officer Roles, and the Supervision Relationship after Loper Bright Core reading

SSRN · March 2026 · What probation officers can and cannot legally require after the end of Chevron deference
Reading § 3583(E): How Judicial Gloss Displaced the Statutory Standard for Supervised Release Modification and Termination Core reading

SSRN · March 2026 · How courts rewrote the supervised release statute through accumulated interpretation
When Intent Disappears: How Federal Health Care Enforcement Criminalizes Administrative Conduct Core reading

SSRN · March 2026 · How billing and documentation errors became the basis for criminal prosecution

Essays

Longer-form pieces on Medium and Substack.

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