The history of AI contains overlooked techniques and paradigms from 'paths not taken' (symbolic AI, logic programming, behavioral AI, agent-based systems) that were not fundamentally wrong but came too early or were abandoned due to paradigm shifts; these deserve rescuing for insights they might contribute to current and future AI research.