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AI Expert
Johnie T Young is an AI expert and governance practitioner with deep experience helping fast-moving technology companies implement responsible AI practices at small-team scale. With a focus on practical, actionable frameworks, Johnie built AI Policy Desk to close the gap between enterprise-grade compliance tooling and the real-world needs of lean product teams. Before founding AI Policy Desk, Johnie worked across a range of technology companies advising on AI risk management, GDPR readiness, and EU AI Act compliance. With the rapid emergence of AI regulation globally, Johnie identified a clear need: governance resources written for 10-person teams, not Fortune 500 legal departments — practical templates, checklists, and guides that teams can pick up and use today.
222 articles by Johnie T Young
When AI coding tool costs hit six figures, the CFO demands ROI proof. This AI coding tool governance guide helps you control spend and set per-team budgets.
Anthropic's Project Glasswing autonomously found thousands of AI zero-days. Three security posture updates every small team using AI vendor APIs must make now.
Redox OS banned LLM-generated code contributions over copyright and quality concerns. Policy lesson: attestation beats prohibition; gates should be AI-neutral.
Before approving Cursor, ChatGPT, Claude, or Notion AI, run these 10 questions. Takes 30 minutes and prevents most governance mistakes small teams make.
FTC, SEC, state AGs, DOJ, and EEOC are all pursuing AI enforcement simultaneously using existing law, no new federal AI statute required. Four enforcement tracks running now: deceptive AI claims (FTC Section 5), AI washing in investor comms (SEC), biased automated decisions (EEOC), inadequate incident disclosure.
Bartz ruling 2026: AI training on licensed books is fair use, pirated copies are not. What it means for data provenance and legal risk for small teams.
Colorado SB 24-205 enforcement suspended April 27, 2026. SB 189 replacement sets January 1, 2027 effective date. Transparency statement template, impact assessment checklist, and 7-step plan.
No federal AI preemption has passed. 10+ state AI laws are live obligations now. Which states apply to your team and what changes if preemption passes.
The SEC embedded AI oversight into every FY2026 exam category. The questions examiners ask and documentation needed for investment and compliance teams.
When your AI vendor has a security incident, your team has hours to respond. Scope, credential rotation, and documentation steps for small teams.
GDPR and CCPA compliance for AI tools: 9-tool DPA status table, Article 22 automated decision rules, training data opt-out guide, and a copy-paste DPA request email template. Includes 2026 enforcement fines. Updated May 2026.
An AI governance structure needs three named roles, not a big compliance team. This guide answers what roles and responsibilities to define, with a copy-paste RACI for small teams running AI without dedicated compliance staff.