Simply expanding large language models (LLMs) is not enough to achieve artificial general intelligence (AGI). AGI requires a deep understanding of cognition, reasoning, and world models, which goes beyond mere scaling of existing technologies. We need innovation in AI frameworks and integration with diverse types of knowledge.