小红书与复旦大学联合发布AI绘画新技术InstanceAssemble，解决AI绘画“构图难”问题，实现从简单到复杂场景的精准图像生成。相关论文已被顶级会议NeurIPS2025收录。
英伟达在NeurIPS大会上发布自动驾驶AI模型Alpamayo-R1（AR1），这是全球首个行业级开放推理视觉语言行动模型。它能同时处理文本和图像，将传感器信息转化为自然语言描述，结合推理链AI和路径规划技术，以应对复杂驾驶场景，加速无人驾驶汽车发展。
英伟达在NeurIPS大会上推出新AI基础设施和模型，推动物理AI发展，助力机器人和自动驾驶车辆感知真实世界。重点发布Alpamayo-R1，首个专为自动驾驶设计的开放推理视觉语言模型，能处理文本与图像，提升车辆环境感知能力。
英伟达在NeurIPS2025发布L4级自动驾驶推理模型Alpamayo-R1，基于Cosmos-Reason系列，可同时处理摄像头、激光雷达和文本指令，通过内部推理输出驾驶决策。模型采用视觉、语言、动作三模态端到端统一架构，避免模块误差叠加，旨在为车辆赋予“人类常识”。
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