Douglas Lenat’s Cyc project began in 1984 with a vision to build AGI through a massive symbolic knowledge base. Despite generating 30M assertions over 40 years, persistent issues with natural language understanding hindered autonomous learning—a striking example of advanced heuristic methods facing real-world challenges.