Articles
AI Governance in Practice
Mapping regulatory principles to lived practice — for Singapore financial services practitioners.
Principle Mapping
MAS AIRM: Reading the Consultation Paper Through the Six-Principle Lens
MAS released its first standalone AI Risk Management consultation paper in November 2025. Here's how its proposed guidelines map to the six MindForge-anchored principles — and where they diverge.
Shi Yuan · 13 Apr 2026 · 10 min
#airm
#mas
#consultation
Principle Mapping
The Six Principles of Responsible AI: A MindForge-Anchored Framework for Singapore Banks
MAS MindForge is the new anchor for AI governance in Singapore financial services. Here's how its six core considerations translate into a practical principle taxonomy — and how every major international framework maps against it.
Shi Yuan · 25 Mar 2026 · 14 min
#principle-mapping
#mindforge
#mas
Principle Mapping
The Seven Pillars: Mapping Universal AI Governance Principles Across Six Frameworks
After mapping six major regulatory frameworks, seven universal principles emerge — here's how they connect, where they diverge, and what this means for Singapore financial institutions.
Shi Yuan · 22 Mar 2026 · 12 min
#principle-mapping
#governance
#mas