I Built an LLM Filter That Prefers Silence Over Slop — and the Eval Harness That Keeps It Honest

Last month, curl paused security reports for a stretch because the queue had filled with AI-generated slop — plausible-looking bug reports that were wrong. It's the same complaint the Stack Overflow s...