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Writing
Essays on AI, systems, and whatever else is on my mind.
Posts
Grading 10 AI code reviews of the same PR taught me more about RL environment design than any paper could. The bottleneck isn't building the task — it's knowing when your grader is lying to you.
The future of cybersecurity isn't a better firewall. It's a relentless Red Agent that finds the flaw before you do.