🤝 Trust & Systems
To Those Who Trust the System Without Question
Trust isn’t earned by systems that work most of the time. It’s revealed in failure who carries the risk and who gets protection.
🤖 AI Ethics
What We Miss When We Say "AI is Just a Tool"
Calling AI “just a tool” is false comfort. Tools don’t shape human will; AI does. It influences decisions, creates feedback loops, and demands accountability beyond the hammer analogy.
⚔️ Strategic Friction
The Friction Layer in System Design
Smooth systems fail where it matters. The right friction force pauses, makes consequences visible, and turns speed into trust. In critical design, slowing down is the real safeguard.
🇲🇾 Malaysia
Policy Moves Faster Than Principles
Malaysia’s digital policy momentum is real, but ethical design hasn’t caught up. This post explains why speed without principles creates risk.
🤖 AI Ethics
What Malaysia Gets Wrong About Building Trustworthy AI
Malaysia is investing heavily in AI. But without trust, those systems will fail. This post explores the design gap, and how to fix it.
🤝 Trust & Systems
How I Think About Trust in High-Stakes Systems
Trust isn’t a feature. It’s a constraint. Especially in systems where being wrong costs more than data.