AI RAG Is Not an Architecture Chunk retrieval would have refunded ₹460 on a ticket worth ₹345 — fluent, confident, quoting a real policy by number. The rule was retrievable. The exception was not, and the fact that decided the case was a database row, not a document.
AI It's Not a Function — A Statistical Account of Why AI Doesn't Repeat Itself Three SSL renewals across three sites yielded three different procedural recipes from the same model. Why this isn't a bug but a property of the architecture — examined through probability, information theory, and the numerics of GPU matmuls.
vibe-coding Vibe Coding Is Quietly Breaking Production Systems — Here's the Evidence Peer-reviewed studies show 40% of AI-generated code contains exploitable vulnerabilities. Vibe coding isn't a shortcut — it's a deferred liability. Here's what the research actually says.
