Agent Wars, Episode 2: The Brain Wars
On shared memory systems for organisations and the complexities around them
How we build AI for public good
A technical blog for AI science and engineering
Stress-Testing Government Communications with AI Personas Grounded in Real Voices
Government communications can misfire in ways their authors never intended. We built an app that lets officers stress-test drafts against AI personas grounded in real Singapore voices, so they can catch what they missed in minutes rather than weeks.
My 6 Months Interning Responsibly at AI Practice
Tell us about yourself- what did you expect from this internship?
I’m Rohan, a penultimate year Business Analytics student at the National University of Singapore (NUS) who spent the first half of 2026 as an applied AI Data Scientist Intern at GovTech’s Responsible AI team.
Going in, I
Building an automated Evals workflow that works (and open-sourcing it)
How we built Kaleidoscope: A structured workflow for realistic, scalable, and human-aligned contextual AI evaluations.
The Road Under the Harness
Previously I wrote about building a harness for yourself. This one is about the environment you're building in, and why at enterprise scale, if the platform underneath doesn't exist, individual wins have nowhere to accumulate.
Scaling the Pentesting Team with AI
Engineering Multi-Agent Architectures for Autonomous Penetration Testing.
Harnessing the harness
On building your own multi-agent orchestrator, and why owning the infrastructure around AI matters.
Video Generation Landscape Analysis: The Road to Informative Video
We tested 2026 SOTA models and found a "usability gap".
Yes, you’re absolutely right… Right? A mini survey on LLM sycophancy
Ever spoken to an AI and felt like it was responding with insincere praise?
The Realities of Robot Deployment: What It Takes for Embodied AI to Succeed
The "hype" of robots ignore the unstructured environment problem.
MetaEvaluator: Systematically Evaluate Your LLM Judges
Measure how well your app is performing and more importantly where it's failing.
MLOps Transformation: Moving from Stage 0 to Stage 3 (Part II)
A maturity roadmap and a cultural shift.