人工智能扩展会消耗数万亿能源,同时放大错误。神经符号推理和去中心化认知系统可以无风险地提供可靠的情报。
AI scaling drains trillions in energy while amplifying errors. Neurosymbolic reasoning and decentralized cognitive systems deliver reliable intelligence without the risk.