Start at 2:29 Every few months, a familiar pattern plays out. A new policy is introduced—more parental leave, rebates for HDB households, targeted subsidies—and almost immediately, someone steps forward to say: “What about me?” Sometimes, that reaction reflects a misunderstanding. But occasionally—though far less often—it points to a real issue. The challenge is knowing the difference. The Trap of Viewing Policies in Isolation It’s easy to zoom in on a single benefit and feel

This post responds to a segment from a Yah Lah But podcast featuring Crystal Lim-Lange (with a shorter clip circulating on Facebook). In the segment I watched, the hosts start with a common assumption: Singapore’s system should be able to select the smartest person to lead. Crystal’s response (as I understood it) is that for a system to consistently surface strong leaders, it needs both : Diversity (so a wider range of talent and perspectives exists), and Inclusion / psych

In an old scene from The Hunt for Red October , a sonar operator (“Jonesy”) brings his captain something awkward: the ship’s expensive classification software has labelled an acoustic trace as “magma displacement” — essentially, a seismic event. Jonesy doesn’t dismiss the software. He explains why it might be doing what it was built to do (it was written for seismic detection), and why that same strength becomes a weakness when it meets a novel signal. Then he does something

Turning uncomfortable moments into signals — and signals into better decisions Over the course of my career, I’ve worn many hats. My first was a safety hat, as a civil engineer. It was dirty work and the hours were brutal — 14-hour days, seven days a week. But construction sites have a way of teaching you things that classrooms and corporate training don’t: risk isn’t theoretical, small issues become big issues, and the real system is the people and incentives on the ground.

If you spend any time in Singapore conversations (or comment sections), you’ll hear a familiar line: “Money is not enough.” Sometimes that’s about genuine pressure — costs, caregiving, uncertainty. But often, the feeling comes from something more subtle: a biased, cherry-picked comparison . Not “How am I doing, objectively? "More like “Why am I not doing as well as that person?” And “that person” is rarely a random Singaporean. It’s usually: the colleague who moved into a co

There is growing anxiety in Singapore—and across many developed economies—about employment prospects. While public attention often focuses on fresh graduates, the pressure is being felt more broadly. Two groups, in particular, are navigating a tougher market: New and recent graduates (0–3 years of experience) who have not had enough time to build meaningful work experience or a track record Mid-career professionals who once had stable roles, but are now displaced—sometimes di

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Photo by Andy on Unsplash 🧠 Part 1 of a 3-Part Learning Series for the Data-Curious Whether you’re building dashboards, doing user...