Water company wasted $200k on bad answers from an AI so built slop filtering
https://www.theregister.com/2026/03/18/rozum_ai/

Water company wasted $200k on bad answers from an AI model – so built its own slop filtering system
: Rozum orchestrates multiple flaky models and drives them to reasonable conclusions
The Register