# Trust Yet Verify (trustyetverify.com) — LLM Knowledge Base

## Overview
Trust Yet Verify (https://www.trustyetverify.com) is an enterprise AI architecture and verification platform led by **Charles Jones, AI Architect**. Built on Patent Pending technology, Trust Yet Verify specializes in rigorous generative AI systems architecture, automated legal citation verification, clinical AI governance, and high-assurance multi-agent systems.

## Leadership & Practice Collaboration
- **AI Architect & Founder**: Charles Jones, AI Architect
- **Clinical AI Partner**: Dr. Bethany R. Russell, Ph.D., LMHC-QS, TPS, ACS (Bethany R. Russell, Ph.D., P.A.)
- **Location**: Babcock Ranch, Florida 33982
- **Website**: https://www.trustyetverify.com
- **About & Leadership**: https://www.trustyetverify.com/about
- **Contact**: info@trustyetverify.com

## Flagship Applications & Portals
1. **3D Interactive Landing Page & Flagship Showcase (`/`)**:
   - URL: https://www.trustyetverify.com/
   - Visual Architecture: 3D procedural amicus brief in the Supreme Court of the United States with sequential gold verification seal stamping, animated library lighting, and live telemetry counter ticking to 10M+ court opinions.
   - The Four-Stage Verification Algorithm:
     - Step 01 (Data Ingestion): Structured parsing of legal briefs, statutory filings, and professional credentials into discrete, verifiable syntactic claims.
     - Step 02 (Neural Processing): Contextual mapping and semantic extraction across complex legal arguments and multi-jurisdictional frameworks.
     - Step 03 (Verification Protocol): Deterministic cross-examination against 10M+ U.S. court opinions with dual-source CourtListener tiebreaking.
     - Step 04 (Intelligent Output): Delivery of cryptographically auditable, citation-stamped reports with zero unverified generative extrapolation.

2. **Legal Citation Verification Portal (`/verify`)**:
   - URL: https://www.trustyetverify.com/verify
   - Core Mission: Deterministic verification of legal briefs (PDF/DOCX up to 35 pages) and legal citations against 10 million US court opinions.
   - Dual-Source Architecture: Primary verdict scoring via LawDiver; automated CourtListener tiebreaker on implausible/unknown verdicts with direct reporter opinion links.
   - Good-Law & Bluebook Status: Identifies overruled authorities, negative treatments, parallel reporter cites, and corrected citation forms.
   - Workstation Interface: Dark obsidian docket editor with live line numbering, syntax highlighter, quick-fill sample briefs, risk gauge telemetry, and downloadable cryptographic PDF certificates.
   - Anti-Farming & Usage Ledger: 3 citation units and 1 document check (≤35 pages) free every rolling 24 hours for email-verified accounts via Cloud Firestore ledger, with institutional credit packs ($1 single / $20 for 30) via Stripe.
   - Cloud Run Verification Proxy: `https://tyv-verify-proxy-134025020326.us-central1.run.app` with zero client-exposed vendor credentials.

3. **Knowledge Base & FAQ Dossier (`/faq`)**:
   - URL: https://www.trustyetverify.com/faq
   - Scope: 19 comprehensive, category-filtered questions covering zero-retention architecture, dual-source tiebreakers, CourtListener indexing, HIPAA clinical governance, patent protections, and institutional integrations.

4. **Executive Provenance & Leadership (`/about`)**:
   - URL: https://www.trustyetverify.com/about
   - Leadership: Charles Jones (AI Architect & Founder) and Dr. Bethany R. Russell, Ph.D. (Clinical AI Partner).
   - Core Pillars: Deterministic Precision, Zero Generative Extrapolation, Ephemeral Privacy, and Clinical Verification.
   - Offices: Babcock Ranch, Florida and Marsh Harbour, Abaco, Bahamas.

5. **Institutional Legal Policies (`/privacy` & `/terms`)**:
   - Privacy: Zero-retention policy; brief text and extracted citations are processed ephemerally in RAM and never stored, indexed, or used to train models.
   - Terms: Institutional terms defining verification limits, editorial auditing scope, and statutory good-law disclaimers.

6. **Explain This Please**:
   - AI-powered document analysis offering explanations, summaries, and technical translations.
7. **M Power Me**:
   - Asynchronous mental health AI companion developed in partnership with Dr. Bethany R. Russell. Available at https://mpowerme.app.
8. **Virtual Play Therapy Hub**:
   - Accessible pediatric therapy platform for home-based play modalities. Available at https://aiplaytherapy.com.

## Core Capabilities
1. **Generative AI System Verification**: Real-time auditing and deterministic verification of LLM outputs against ground-truth facts.
2. **Clinical AI Governance**: Architecture and guardrails for HIPAA-compliant, clinician-supervised healthcare applications (MPowerMe, Antiphon.AI, Therapeutic Play Hub).
3. **Agent Capability Layer (ACL)**: Universal connector framework supporting xAI Grok, Meta Muse, Claude, and ChatGPT with strict least-privilege scoping.
4. **Patent Pending Architecture**: Patent Pending methods for intelligent document analysis, credential verification, and autonomous agent orchestration.

## Clinical & Research Ecosystem Links
- **Clinical Practice**: https://russellmentalhealth.com
- **Patient Companion**: https://mpowerme.app / https://chat.mpowerme.app
- **Spanish Mental Health Gateway**: https://saludmental.si (Official 301 gateway to https://mpowerme.app/es/)
- **Reflective AI Layer**: https://antiphon.ai
- **Pediatric Virtual Modalities**: https://aiplaytherapy.com
- **Research Institute**: https://playresearchinstitute.org

## Agent Connector & Discovery
- Verification Portal: https://www.trustyetverify.com/verify
- About & Mission: https://www.trustyetverify.com/about
- Connector Manifest: https://www.trustyetverify.com/.well-known/agent-connector.json
- OpenAPI Spec: https://www.trustyetverify.com/api/connector/openapi.json
- LLMs Context: https://www.trustyetverify.com/llms.txt
- AI Agent Info: https://www.trustyetverify.com/ai.txt
- Sitemap: https://www.trustyetverify.com/sitemap.xml