Design for Trust, Build for Good
Safety is not an afterthought; we engineer it into AI systems. Compliance? That's just what happens when you build it right.
Catch issues upstream, and keep legal downstream.
Research Insights

Imagining the Future of AI Governance: Why Database Principles are the Bedrock of Trust
The high-level conversation about AI governance—focusing on fairness, transparency, and accountability—frequently overlooks the foundational layer upon which all trustworthy AI is built: the data architecture.
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Imagining the Future of AI Governance: From Static Checklists to Dynamic Code
Static governance is like trying to navigate a supersonic jet with a nautical chart—the tools are completely unsuited for the environment.This mismatch creates "governance debt."
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Imagining the Future of AI Governance: A Strategic Blueprint for High-Risk GPAI
The unprecedented adoption of General Purpose AI (GPAI) like ChatGPT—used by roughly 10% of the world's adult population weekly—is fundamentally changing where and how AI risk manifests.
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