From Chat Logs to Goal Logs: OnGoal’s Playbook for Goal‑Truthful LLMs
TL;DR for operators OnGoal is not another attempt to make the chatbot magically “understand intent”. That would be adorable, and also not the paper. It is a goal-observability interface: a way to show users which goals the system thinks are active, how those goals change over a conversation, and whether each model response appears to confirm, contradict, or ignore them.1 ...