Systems Thinking

When AI Starts Acting: The Governance Gap in Singapore’s (actually quite good) New Framework

Over the last 18 months, we’ve witnessed a fundamental shift in the AI landscape. We have gone from asking models for information to giving them the keys to our systems. This move from “Generative” to “Agentic” AI is not just a technical upgrade; it is a massive change in our organisational risk profile. The Singapore […]

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Scaling Governance for AI

I keep hearing the same dismissal from technical leaders and executives when the topic of AI in the development cycle comes up. They point to issues with code quality, the introduction of security vulnerabilities, or logic that simply doesn’t hold up under pressure. They claim that because a Large Language Model currently performs like a

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The Code We Didn’t Write: Why the “Integrity Crisis” is the Real Story of OWASP 2025

I know it didn’t always feel like it, but with the benefit of hindsight, Application Security used to be a straightforward game. You wrote your code, you ran your scans, you fixed your warnings, and you went home. But lately there has been a shift. Teams aren’t spending their time fixing the code they wrote

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