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Lightweight PSA-based NLP tool for analyzing job descriptions and detecting alignment gaps in Responsible AI hiring.

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PSA Role Analyzer (Lite Version)

License: Custom PSA Freemium

Creator: Dr. Tuboise Floyd
Framework: Presence Signaling Architecture (PSA™)
License: Freemium | Attribution Required | Non-Commercial Use (see below)


🔍 Overview

The PSA Role Analyzer is a diagnostic tool designed to detect role inflation, misalignment, and systemic inversion in job descriptions and organizational structures. This Lite Version is publicly available to demonstrate the framework’s signal diagnostic capacity.

Originally developed as part of a Responsible AI job application package, this tool reflects the core tenets of Presence Signaling Architecture (PSA™), a system-level design framework for surfacing structural bias, role opacity, and authorship erasure.


🛠️ Core Functions

  • Ontology Mapping: Translates natural language into machine-readable structure.
  • Title vs Scope Parsing: Identifies mismatches between job title and actual responsibilities.
  • Visibility Risk Flagging: Detects buried authorship and behavioral compression.

⚙️ How It Works

Input: Raw job description text
Output: Structured diagnostics including:

  • Structural Discrepancy Score (SDS)
  • Suggested Real Title
  • Ontology Flag Index (OFI)
  • Visibility Risk Rating

🧪 Applications

  • AI alignment
  • HR fairness auditing
  • Diversity hiring diagnostics
  • Role classification for equity tech

📦 Licensing & Monetization

This version is released under a freemium license:

  • Allowed: Personal research, academic use, non-commercial demos with attribution.
  • 🚫 Not Allowed: Commercial use, internal product integration, or resale without licensing agreement.

For institutional licensing, enterprise use, or consulting integration, contact:

📬 toolset.ranker-28@icloud.com
🔗 LinkedIn
💼 GitHub


🧭 Citation

Floyd, T. (2025). Presence Signaling Architecture (PSA™) & the PSA™ Role Analyzer. Independent Publication.


© 2025 Presence Signaling Architecture (PSA). All rights reserved.

📄 License: View LICENSE — Freemium use, commercial license required.

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Lightweight PSA-based NLP tool for analyzing job descriptions and detecting alignment gaps in Responsible AI hiring.

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