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Super Intelligence definition proposal due (60 days) · Nov 28, 2026 · See what changes
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
376 articles by Johnie T Young
Guides·8 min
Read →Anthropic CEO Proposes AI Tax for Universal Income. Sanders Introduced a Bill. What It Means for Enterprise Governance.
Is an AI tax for universal basic income coming? Amodei's proposal and Sanders' bill signal new enterprise governance and disclosure rules in 2026.
frontier-aiai-policyworkforcecompliance
Guides·9 min
Read →AI Medical Malpractice 2026: Who Is Liable When a Diagnostic AI Gets It Wrong?
14% more malpractice claims involve AI diagnostics. AI medical malpractice liability in 2026 -- developer, hospital, or physician, who pays?
healthcare-aimalpracticeliabilityai-governance
Guides·9 min
Read →Clinical AI Decision Support 2026: FDA January Guidance, Non-Device CDS Criteria, and Human Oversight Requirements
Check FDA's four-factor test to see if your clinical AI decision support tool is exempt Non-Device CDS or regulated SaMD under the January 2026 guidance.
healthcare-aifdaclinical-decision-supportcompliance
Guides·10 min
Read →FDA AI Medical Device Compliance 2026: SaMD Classification, 510(k), and Predetermined Change Control Plans
1,350+ AI medical devices are FDA-cleared. Which SaMD class, 510(k) or PMA pathway, and PCCP rules govern your 2026 compliance plan?
fdasamdhealthcare-aimedical-device
Guides·8 min
Read →HIPAA and AI Vendors 2026: Which Tools Require a Business Associate Agreement (and What That Actually Covers)
Which AI vendors can sign a HIPAA business associate agreement in 2026? ChatGPT Enterprise and Claude API qualify, ChatGPT Health does not.
hipaahealthcare-aicomplianceai-vendors
Guides·9 min
Read →Midjourney's 60-Second Body Scanner Claims to Beat MRI. Here's What FDA Clearance Actually Requires.
One word keeps Midjourney's 60-second scanner out of FDA AI medical device clearance in 2026. Here's what the SaMD pathway actually requires.
healthcare-aifdamedical-deviceai-governance
Guides·9 min
Read →FCRA and AI Hiring: The Disclosure Requirement Most Companies Are Missing (2026)
FCRA AI hiring disclosure requirements: written notice, authorization, and adverse action notices, three steps most AI screening tools skip.
fcraai-hiringemployment-lawdisclosure
Guides·9 min
Read →Pentagon Used Grok AI to Help Target 2,000 Iranian Sites in 96 Hours: What the Gillibrand Bill Means for AI Oversight Policies
Does your AI human oversight policy pass the 2026 Gillibrand test? 5-step audit: approval gates, 15-day notice, 72-hour breach reports.
ai-governanceai-safetyfrontier-aihuman-oversight
Guides·11 min
Read →Governing Unattended AI Coding Agents: A Small-Team Policy for Background and Overnight Agents (2026)
5 controls to govern AI agents that open PRs while you sleep. Copy this unattended AI coding agent governance policy with merge gates and a kill switch.
ai-agentsai-governanceai-policyai-security
Guides·9 min
Read →Dario Amodei AI Regulation Proposals June 2026: Binding Rules, a Jobs Tax, and What Your Team Should Watch
Anthropic CEO Dario Amodei published "Policy on the AI Exponential" in June 2026 -- 5 pillars: mandatory safety testing, a jobs tax, UBI funding. What each means for your team.
ai-regulationai-governancelabor-policyfrontier-ai
Guides·10 min
Read →EU Product Liability Directive and AI: What Deployers Must Know Before December 2026
Who counts as a manufacturer under the EU Product Liability Directive's AI rules? Strict liability starts December 9, 2026, no fault proof needed.
ai-liabilityeu-ai-regulationproduct-liabilityai-governance
Guides·9 min
Read →German Court Rules Google Liable for False AI Overviews: What AI Deployers Need to Know
Is Google liable for false AI Overviews? A German court just ruled yes, stripping platform immunity. What this means if your AI makes claims about people.
ai-liabilityai-governanceeu-ai-regulationcontent-liability