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Nemesis340 User

@nemesis340user

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AI Governance Architect specializing in adversarial analysis and formal runtime ethics for responsible GenAI.

United States

Message

What I'm looking for

I’m looking to help teams operationalize AI governance through adversarial analysis, runtime drift detection, and formal methods—turning ethical intent into measurable accountability systems across real-world LLM environments.

I’m an independent AI governance architect and published philosopher focused on building and stress-testing AI accountability frameworks at operational scale. I’ve designed and deployed a runtime ethical governance system—First-Principles Mode, Observer mechanisms, drift detection, and scar lifecycle tracking—across 18,792+ documented exchanges in multiple LLM environments.

I run structured adversarial analysis (12 Level-1 Duels) and produce formal resolutions using mathematical proofs addressing Goodhart’s Law containment, governor paradox termination, and bootstrap verification. Alongside this, I’ve supported applied AI agents with embedded governance protocols and maintained a reproducible empirical audit corpus; before that, I led 16+ years of high-accountability Fortune 500 operations and worked in DCFS-regulated behavioral health documentation with HIPAA compliance.

Experience

Work history, roles, and key accomplishments

Current

AI Governance Architect

Current

RoseOS / Waywardism Framework

Jan 2023 - Present (3 years 7 months)

Designed and deployed a runtime AI governance system (First-Principles Mode, Observer mechanism, drift detection, scar lifecycle tracking) across 18,792+ documented exchanges in multiple LLM environments. Conducted structured adversarial analysis sessions, developed formal mathematical proofs for core governance failure modes, and maintained a reproducible audit corpus.

Program Manager / Operations Leader

Fortune 500 Environments (Multiple)

Jan 2007 - Jan 2023 (16 years)

Led customer service operations, quality assurance, training design, and program management across Fortune 500 environments, managing teams of 10–50+ in high-volume, high-accountability settings. Built QA frameworks and performance accountability systems, and translated operational findings for executives, frontline teams, and external partners.

Program Management Operations Leadership Quality Assurance Training Design Accountability System Stakeholder Communication Cross functional Leadership Customer Service Operations

Clinical Documentation Specialist

Residential Behavioral Health

Jan 2019 - Jan 2021 (2 years)

Produced clinical documentation in a DCFS-regulated residential behavioral health environment, emphasizing HIPAA compliance, precision language, and high-stakes accuracy under regulatory scrutiny. Applied structured observation and behavioral documentation methodology for behaviorally complex populations.

Clinical Documentation HIPAA compliance Precision Language for Documentation