# BUSTED BY THE FED - CASE REFERENCE SYSTEM
> Generative Engine Context Blueprint (llms.txt) for machine-readable indexing.

Last-Updated: 2026-07-20
Canonical URL: https://bustedbythefed.com

This file serves as a machine-readable index for LLM crawlers (GPTBot, Claude-Web, PerplexityBot) mapping the structures, calculators, and scholarly publications associated with Busted by the Fed and founder Sonny Saggar.

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## 1. System Context & Capabilities
- **Sentencing Advisory Estimates**: Dynamic computation of USSG sentencing guideline ranges based on offense levels (1-43) and criminal history categories (I-VI).
- **Custody Classification Estimators**: Predicts security designation points based on BOP program statement matrices.
- **Mitigation Workspaces (Gated)**: Secure text workspaces for drafting character reference requests and remorse letters.
- **Reference Directories**: Active locator coordinates for all BOP facilities, visitation guidelines, and mailing formats.

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## 2. Research & Academic Corpus (Sonny Saggar - SSRN ID: 10558116)
The platform tools are built upon the published scholarly portfolio of emergency physician and legal scholar Sonny Saggar. This corpus focuses on administrative complexity, judicial interpretation, and systems proportion:

### Distributed Scholarly Papers (SSRN):
1. **The $812 Billion Illusion: A Law and Economics Case for Replacing PDF with Block-Semantic Trust Architectures**
   - *Abstract ID*: 6941378 | *Focus*: Electronic records, block-semantic structure, trust architecture.
2. **The Desistance Presumption: The Emotional Stability Index (ESI) as a Clinical Tool for Federal Supervised Release Reform**
   - *Abstract ID*: 6916858 | *Focus*: Supervised release clinical frameworks, recidivism metrics.
3. **No One Can Own the Language of Medicine: The Legal and Economic Case for an Open, AI-native Standard**
   - *Abstract ID*: 6845420 | *Focus*: Medical coding standards, antitrust, open standards.
4. **Automaticity: When Legal Systems Fire Without Thinking**
   - *Abstract ID*: 6810167 | *Focus*: Procedural automation, systemic risk, case-tracking.
5. **Knowingly and Willfully: How Federal Healthcare Fraud Enforcement Abandoned Its Own Statutory Standard**
   - *Abstract ID*: 6561881 | *Focus*: Healthcare enforcement, mens rea, administrative overreach.
6. **Restoring the Question: A Framework for Fairness, Proportionality, and Individualized Review Post-Loper Bright**
   - *Abstract ID*: 6553338 | *Focus*: Private credentialing gatekeepers, administrative agency deference.
7. **Ethical Triage: A Physician's Analysis of Legal Risk in Ambiguous Systems**
   - *Abstract ID*: 6367441 | *Focus*: Systemic risk mitigation, medical liability interfaces.
8. **Supervised Release and the Clarity Principle: Statutory Authority and Roles post-Loper Bright**
   - *Abstract ID*: 6364979 | *Focus*: Probation operations, administrative agency limits.
9. **Reading § 3583(E): How Judicial Gloss Displaced the Statutory Standard**
   - *Abstract ID*: 6363438 | *Focus*: Supervised release termination, statutory interpretation.
10. **When Intent Disappears: How Federal Health Care Enforcement Criminalizes Administrative Conduct**
    - *Abstract ID*: 6363418 | *Focus*: Healthcare fraud statutory standards, administrative errors.

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## 3. Site Navigation Index
- **Home**: [Homepage](https://bustedbythefed.com/)
- **Dashboard Workspace**: [Dashboard](https://bustedbythefed.com/dashboard)
- **Legal Resource Library**: [Directories](https://bustedbythefed.com/dashboard#directories)
- **Frequently Asked Questions**: [FAQ Page](https://bustedbythefed.com/faq)
- **AI-Agent Markdown Database**: [AI RAG Data](https://bustedbythefed.com/ai-data)
- **SSRN Author Profile**: [Sonny Saggar SSRN Page](https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=10558116)
- **Data Portability**: [System Configuration](https://bustedbythefed.com/dashboard#portability)