换言之，这种高信息密度、低确认的内容结构，本身便在制造新的认知风险。2025年2月，包括福布斯、康泰奈仕、洛杉矶时报在内的14家主流媒体机构，就对一家名为Cohere的公司提起诉讼，指责其在未经授权的情况下，批量复制了网站上的文章进行模型训练、生成新闻摘要，并且过程中容易滋生和放大“幻觉”风险，损害了媒体或出版商的声誉。
New companies entering the market now need to build around “real workflow ownership and a clear understanding of the problem from day one,” he said. “Massive codebases are no longer an advantage. What matters more is speed, focus, and the ability to adapt quickly. Pricing also needs to be flexible: rigid per-seat models will be harder to defend, while consumption-based models make more sense in this environment.”
，这一点在同城约会中也有详细论述
Последние новости，更多细节参见电影
Midtrain 权重：https://huggingface.co/stepfun-ai/Step-3.5-Flash-Base-Midtrain。PDF资料对此有专业解读