{"type": "article", "title": "Show HN: Anti-Slop UI – A deterministic state-machine to stop AI hallucinations", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/show-hn-anti-slop-ui-a-deterministic-state-machine-to-stop-ai-hallucinations", "original_source": "https://local-over.github.io/Anti-Slop-UI/", "published": "2026-07-30T22:49:31+00:00", "accessed": "2026-07-30", "id": "show-hn-anti-slop-ui-a-deterministic-state-machine-to-stop-ai-hallucinations"}