Deterministic UI Framework Stops AI Hallucinations in LLM Interfaces
Anti‑Slop UI forces language models through a 5‑step deterministic state machine, eliminating context drift and hallucinated UI elements. The framework drops into tools like Cursor and Claude, promising reliable, expert‑level interfaces without the usual "slop" that wastes developer time.