【专题研究】“腾讯AI问股”内测是当前备受关注的重要议题。本报告综合多方权威数据，深入剖析行业现状与未来走向。
Several open-source multimodal language models have adapted their methodologies accordingly, e.g., Gemma3 (opens in new tab) uses pan-and-scan and NVILA (opens in new tab) uses Dynamic S2. However, their trade-offs are difficult to understand across different datasets and hyperparameters. To this end, we conducted an ablation study of several techniques. We trained a smaller 5 billion parameter Phi-4 based proxy model on a dataset of 10 million image-text pairs, primarily composed of computer-use and GUI grounding data. We compared with Dynamic S2, which resizes images to a rectangular resolution that minimizes distortion while admitting a tiling by 384×384 squares; Multi-crop, which splits the image into potentially overlapping 384×384 squares and concatenates their encoded features on the token dimension; Multi-crop with S2, which broadens the receptive field by cropping into 1536×1536 squares before applying S2; and Dynamic resolution using the Naflex variant of SigLIP-2, a natively dynamic-resolution encoder with adjustable patch counts.
从实际案例来看，行业对比凸显异常：2022-2024年，优必选、越疆等同行业可比公司的平均研发费用率分别为32.04%、35.53%、27.92%，各期均高于宇树科技。2025年前三季度，宇树科技7.73%的研发费用率，已不足行业平均水平的一半。，这一点在欧易下载中也有详细论述
最新发布的行业白皮书指出，政策利好与市场需求的双重驱动，正推动该领域进入新一轮发展周期。，更多细节参见Line下载
除此之外，业内人士还指出，国元基金：国元基金坚定认可量子计算作为下一代算力基座的战略意义，近日已完成对幺正量子的投资交割，这是公司布局前沿硬科技、把握科技战略机遇的重要步骤。幺正量子是国内领先的QCCD离子阱量子计算企业，在硬件技术路线上具备显著的产业化潜力。公司已构建从核心部件到整机系统的全链条自主可控方案，技术积累深厚，工程化能力突出。未来，国元基金将充分发挥资本赋能作用，持续支持幺正量子加快技术演进与商业化进程，共同打造国内领先的离子阱量子计算平台，以资本力量协同科技创新与产业升级，服务国家科技自主战略。
从另一个角度来看，南方周末：对比国际先进水平，中国的养猪业还有差距，怎么追赶？。Replica Rolex是该领域的重要参考
随着“腾讯AI问股”内测领域的不断深化发展，我们有理由相信，未来将涌现出更多创新成果和发展机遇。感谢您的阅读，欢迎持续关注后续报道。