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Johnie T Young
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.
- AI governance practitioner
- EU AI Act and GDPR specialist
- AI risk management expert
- Compliance frameworks for small teams
EU AI Act complianceAI governance frameworksGDPRRisk assessmentShadow AI managementVendor evaluationAI incident responseModel risk management
219 articles by Johnie T Young
Governance·11 min
Read →India's DPDPA Impact: Conflicts with RTI, RBI & TRAI
India's DPDPA Impact creates tensions with RTI Act exemptions for officials' data, RBI cybersecurity rules, TRAI telecom regs, and IT Act 2000. Small AI te
DPDPAdata privacyRTI ActRBI regulations
Governance·9 min
Read →AI Workforce Displacement in Snap's 1,000 Job Cuts
AI Workforce Displacement accelerates with Snap's cut of 1,000 jobs citing rapid AI advancements for leaner teams. Small teams govern via audits, upskillin
responsible AIsmall team governanceAI risk managementjob displacement risks
Governance·15 min
Read →A Policy Framework for Governing Collective Sentiment
A new policy framework for Governing Collective Sentiment empowers small teams managing online communities to shift from reactive moderation to proactive h
online communitiespolicy frameworksentiment monitoringtoxicity trends
Guides·9 min
Read →AI Model Political Bias and Epistemic Friction: What Your Team Needs to Know
AI vendors train models to insert friction on politically sensitive topics. Which topics trigger avoidance in ChatGPT and how to document it in your policy.
ai-behaviorbiascontentvendor-risk
Governance·10 min
Read →AI Adoption Governance: Stop the Quiet Rebellion
80% of employees bypass or avoid company AI tools. How small teams close the governance trust gap and stop shadow AI use without triggering a rebellion.
shadow AIAI adoptionAI governanceworkplace AI
Governance·11 min
Read →AI Rollout Governance: 10-Item Checklist to Stop Employee Resistance
29% of employees resist company AI rollouts. Root causes: fear of displacement, output distrust, and governance opacity. Steps to address each one.
ai-adoptionai-governanceemployee-ai-policychange-management
Industry·8 min
Read →When the Fed and Treasury Call the Banks: AI Cyber Risk Is Now a Systemic Concern
The Fed and Treasury convened major banks over AI-driven systemic cyber risk. What it signals for small financial teams and controls regulators expect.
securityfinancial-servicessystemic-riskgovernance
Governance·11 min
Read →Shadow AI Governance: 3-Layer Detection and Controls for Tech Teams
CASB misses browser-based personal AI sessions. Shadow AI governance for tech teams: real visibility into unapproved AI use without blocking engineers.
shadow-aicasbai-governancevisibility
Governance·10 min
Read →OpenAI's New Deal Policy: 3 AI Governance Steps Every Small Team Must Take Now
OpenAI's New Deal policy paper: federal AI regulation is 2+ years away. Three steps your team must complete now: tool inventory (2 hrs), one-page use policy, incident log. Copy-paste checklist included.
ai-regulationpolicygovernanceopenai
Guides·11 min
Read →AI Coding Tool Governance: 6 Controls When Costs Hit Six Figures
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.
cost governanceAI coding toolsROItoken costs
Industry·9 min
Read →AI Zero-Days: What Project Glasswing Means for Small Teams
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.
securityzero-daygovernancerisk
Industry·10 min
Read →Open-Source LLM Bans: 3 Controls for Your AI Contribution Policy
Redox OS banned LLM-generated code contributions over copyright and quality concerns. Policy lesson: attestation beats prohibition; gates should be AI-neutral.
policygovernanceopen-sourceai-tools