https://www.neican.ai/tags/ai%E6%BC%94%E8%BF%9B/ Recent content in AI演进 on AI内参 Hugo zh-cn Wed, 17 Jun 2026 21:10:06 +0800 https://www.neican.ai/insights/transformer-20260617211006323-0/ Wed, 17 Jun 2026 21:10:06 +0800 https://www.neican.ai/insights/transformer-20260617211006323-0/ DeepMind研究揭示Transformer架构因拓扑限制导致状态追踪缺失，思维链是昂贵的补丁。未来架构将回归循环机制，实现从“历史检索”向“动态认知”的范式转变，这对降低推理成本与提升智能体连贯性至关重要。