
🤝 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.
Exploring how intelligence and integrity can coexist in real-world systems.
🤝 Trust & Systems
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.
🇲🇾 Malaysia
Independence isn’t in flags or parades. In 2025, Merdeka must mean principles strong enough to protect people every day.
🤖 AI Ethics
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.
đź’ł Fintech
Malaysia’s fintech boom looks promising but is it ethical by design? This post explores hidden assumptions, transparency failures, and why local isn’t always trustworthy.
🤖 AI Ethics
Malaysia is investing heavily in AI. But without trust, those systems will fail. This post explores the design gap, and how to fix it.
🤖 AI Ethics
Most ethical AI frameworks fail for the same reason: they were never meant to survive real-world constraints.