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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.
219 articles by Johnie T Young
Model risk mgmt for AI coding agents in enterprise dev. Mitigate AI coding risk with policies, controls & weekly reviews. Includes copy-paste checklist.
Enterprise risk management for AI coding assistants: Cursor's $50B surge lessons. Address AI coding risk with policy baseline, controls, weekly reviews. Co
Compute cost governance overview for small teams: policy baseline, risk controls, weekly review loop. Checklist for model risk mgmt & sustainability of exp
A privacy impact assessment checklist for small AI teams: what to document before deploying any AI system that processes personal data, with coverage of GDPR requirements and privacy by design principles.
Practical On-Device AI Governance for Apple's M6 Chip MacBook Pro. Risk management implications of OLED, touchscreen. Policy, controls, checklists for team
Practical model risk management for withholding AI models from public release. Tokenmaxxing, OpenAI shopping spree, AI Anxiety Gap. Small teams: policy bas
AI Visual Governance empowers small teams with Anthropic's Claude Design for quick compliance prototypes, risk visualization, and policy diagrams. Discover
Chinese humanoid robots dominate Canton Fair 2026 opening, posing AI safety governance challenges in humanoid robot governance. Risks, policies & strategie
Governance frameworks for AI research commercialization into production systems. NTT Research's Scale Academy offers small teams policy baseline, risk cont
Multi-App AI Governance is vital for small creative teams using Adobe Firefly AI Assistant across apps like Photoshop, Premiere, and Illustrator. This post
ChatGPT Stylistic Quirk forces evasive, over-qualified responses across all queries, signaling deep model alignment risks. Small teams must counter this wi
AI Code Risks from vibe coding and AI-generated code overload small teams with bugs, security flaws, and CI failures. Gitar's AI agents automate validation